ChatGPT answers, unedited

Yes. For enterprise SEO teams managing multiple sites, domains, and subdomains, the main distinction is whether you want an SEO platform with native roll-up reporting or a reporting/BI layer that combines many data sources.

The strongest native enterprise options

Conductor is particularly designed around this use case. Its enterprise offering explicitly supports aggregated, cross-domain reporting, allowing teams to view and compare performance across all sites and segment the data by brand, team, or other dimensions. Conductor

BrightEdge is similarly oriented toward organizations with large domain portfolios. Its documentation describes unified and segmented reporting across corporate domains, regional domains, microsites, and brand-specific properties. BrightEdge

Semrush supports multiple brands and domains at the enterprise level and provides centralized reporting across business units and markets. Its reporting stack can also combine Semrush data with other sources. Semrush for Enterprise Semrush

For subdomains specifically, Semrush's reporting connectors are fairly flexible: its Domain Analytics connector can distinguish root domain, subdomain, subfolder, and exact URL, which makes it useful when you need reporting at different levels of a web estate. Semrush

Ahrefs is also viable. Its Enterprise Portfolios can group URLs from multiple unique domains into a single project and aggregate metrics, while its reporting system supports custom reports and Data Studio connectors. Ahrefs Ahrefs

If your real requirement is an executive reporting layer

I'd separate the choices into two architectures:

• Native SEO reporting: Conductor, BrightEdge, Semrush, Ahrefs
• Custom enterprise reporting: Looker Studio / Power BI / Tableau fed by GSC, GA4, SEO-platform APIs, etc.

The second approach is particularly useful if you have something like:

15 brands → 40 domains → hundreds of subdomains → multiple countries → one executive dashboard

You can build a hierarchy such as Enterprise → Brand → Country → Domain → Subdomain → Directory, and aggregate KPIs like clicks, impressions, organic revenue, rankings, visibility, indexed pages, and technical SEO health.

My practical shortlist:

1. Conductor/BrightEdge if native enterprise roll-up reporting is the priority.
2. Semrush Enterprise if reporting needs to coexist with broad SEO/competitive research.
3. Ahrefs + Looker Studio if you want strong SEO data with a more customizable reporting layer.
4. Looker Studio/Power BI as the final layer if your organization needs to combine SEO with business/CRM/revenue data.

If you tell me roughly how many domains/subdomains you manage and whether you need GSC + GA4 + revenue data combined, I can narrow this down to the architectures that scale best.

Semrush supports multiple brands and domains at the enterprise level and provides centralized reporting across business units and markets. Its reporting stack can also combine Semrush data with other sources. enterprise.semrush.com semrush.com

For subdomains specifically, Semrush's reporting connectors are fairly flexible: its Domain Analytics connector can distinguish root domain, subdomain, subfolder, and exact URL, which makes it useful when you need reporting at different levels of a web estate. semrush.com

Ahrefs is also viable. Its Enterprise Portfolios can group URLs from multiple unique domains into a single project and aggregate metrics, while its reporting system supports custom reports and Data Studio connectors.

If your real requirement is an executive reporting layer

I'd separate the choices into two architectures:

For enterprise SEO teams managing multiple websites, brands, regions, and subdomains, the strongest reporting solutions are usually enterprise SEO platforms rather than standalone dashboard tools. The key capabilities to look for are:

• Multi-domain rollups (aggregate performance across domains/subdomains)
• Property-level segmentation (report by brand, country, business unit, or site)
• GA4 + Google Search Console consolidation
• Enterprise rank tracking across many properties
• Custom dashboards and scheduled executive reporting
• Permissions/governance for large teams

Here are the main platforms to evaluate:

How they typically handle subdomains

For enterprise use cases, you generally want one of these models:

1. Portfolio / rollup model

Example:

• brand.com
• shop.brand.com
• support.brand.com
• country.brand.com

The tool treats them as separate properties but lets you roll them into:

• total organic traffic
• total rankings
• total visibility
• total conversions

BrightEdge, Conductor, and seoClarity are commonly considered for this type of setup. BrightEdge Conductor seoClarity

2. Workspace / project model

Each site or subdomain is its own tracked project:

• easier for ownership boundaries
• useful when business units operate independently
• usually requires custom dashboards for executive rollups

Semrush and Ahrefs often fit this workflow. Semrush for Enterprise Ahrefs

3. BI-layer reporting model

Some enterprises export SEO data into:

• Looker Studio
• Tableau
• Power BI
• internal data warehouses

This gives the most flexibility if SEO reporting needs to combine:

• organic search
• revenue
• CRM data
• product analytics
• regional KPIs

A practical shortlist by enterprise scenario

• 50+ domains / global brands / multiple SEO teams: BrightEdge, Conductor, seoClarity BrightEdge Conductor seoClarity
• SEO team plus content marketing workflows: Conductor, BrightEdge Conductor BrightEdge
• SEO + paid + competitive intelligence in one stack: Semrush Enterprise Semrush for Enterprise
• Heavy backlink and authority reporting: Ahrefs Enterprise Ahrefs
• Client-style automated reporting across many properties: AgencyAnalytics AgencyAnalytics

If you are managing a single enterprise with many subdomains (for example, corporate site + ecommerce + support + regional sites), I would prioritize platforms with portfolio rollups and property segmentation rather than tools optimized only for individual-site reporting.

Yes. For enterprise SEO teams managing multiple sites, brands, regions, and subdomains, I’d shortlist these:

My top three

1. Conductor — best native enterprise roll-up

Conductor explicitly supports cross-domain reporting, allowing teams to aggregate and compare performance across brands and millions of pages while still segmenting by business unit, team, market, etc. www.conductor.com

2. BrightEdge — best for very large domain portfolios

BrightEdge's enterprise offering is specifically designed for organizations with corporate domains, regional domains, microsites, and brand properties. It provides unified portfolio views as well as segmented domain-level reporting. help.brightedge.com

3. Semrush Enterprise — best if you need SEO data depth

Semrush supports multiple brands/domains and can centralize data across business units and markets. Its reporting stack also connects to GA4, GSC, Google Ads and other sources. enterprise.semrush.com

A particularly useful detail for your use case: Semrush's reporting can distinguish between root domain, subdomain, subfolder, and exact URL, so you can report on something like example.com, blog.example.com, and shop.example.com at different levels. www.semrush.com

If you're building the reporting layer yourself

I'd seriously consider Looker Studio + GSC/GA4 + your SEO platform's connector/API. It's less turnkey, but gives you maximum control over a hierarchy such as:

Enterprise → Brand → Country → Domain → Subdomain → Directory → Page type

Semrush, for example, exposes Domain Analytics, Position Tracking, and Site Audit data to Looker Studio. help.brightedge.comwww.semrush.com

One important distinction

If by "multiple sites and subdomains" you mean dozens/hundreds of properties that need to be rolled into a single executive view, I'd favor Conductor, BrightEdge, or seoClarity over a generic reporting tool.

If you mean combining SEO + GSC + GA4 + paid + CRM/revenue data across those properties, I'd favor Looker Studio or a BI layer, with an enterprise SEO platform feeding it.

If you tell me roughly how many domains/subdomains you manage (e.g. 10, 100, 1,000+) and whether you need GSC/GA4/revenue data, I can narrow this to the 2–3 strongest options.

Yes. For an enterprise SEO team managing multiple sites, domains, and subdomains, I’d separate the options into two categories: enterprise SEO platforms that natively understand a portfolio of sites, and reporting/BI layers that aggregate data from other tools.

Best enterprise-native options

Conductor is particularly strong if the requirement is “give leadership one view of organic performance across all our digital properties, while allowing individual teams to drill into their own sites.” Its current enterprise offering explicitly supports aggregated, cross-domain reporting and segmentation across brands/teams. Conductor Conductor

seoClarity is another strong fit for complicated portfolios. Its multi-domain reporting can aggregate domains or tag groups and then drill down to individual domain/tag performance; it specifically discusses use cases involving multiple subdomains and brands. seoClarity seoClarity

BrightEdge is designed around centralized multi-domain management, including different brands, international sites, business units, microsites, and segmented reporting. BrightEdge BrightEdge

Semrush + Looker Studio is worth considering if you already have a Semrush-heavy stack. Semrush's Position Tracking connector supports root domain, subdomain, subfolder, and exact URL scopes, while Looker Studio lets you combine that with GA4, Search Console, and other data. Semrush Semrush

What I'd shortlist

For an enterprise team, I'd probably evaluate these three first:

1. Conductor — best if the priority is a single enterprise-wide SEO/AEO reporting and governance layer.
2. seoClarity — best if you have dozens/hundreds of sites, large keyword sets, and need granular cross-domain analysis.
3. BrightEdge — best if you're looking for a traditional enterprise SEO suite with mature multi-domain reporting.

If your main need is not SEO analysis itself but consolidating GA4 + GSC + rankings + technical SEO + revenue into one executive dashboard, I'd instead look at Looker Studio/BigQuery as the reporting layer, with your SEO platforms feeding it. Looker Studio supports data blending across sources, while Semrush provides connectors for rankings, domain analytics, and site-audit data. Semrush AgencyAnalytics

One important distinction: “multiple sites” and “multiple subdomains” aren't necessarily the same thing operationally. Before buying, I'd test whether the platform can treat example.com, www.example.com, blog.example.com, shop.example.com, etc. as separate reporting entities while also producing a consolidated example.com rollup. That's often the requirement that separates genuinely enterprise-capable reporting from simply having multiple projects.

If you tell me roughly how many domains/subdomains you manage (e.g. 10, 100, 1,000+) and whether your source data is GA4/GSC, Adobe, Semrush, Ahrefs, etc., I can narrow this to the 2–3 best architectures for your setup.

Semrush + Looker Studio is worth considering if you already have a Semrush-heavy stack. Semrush's Position Tracking connector supports root domain, subdomain, subfolder, and exact URL scopes, while Looker Studio lets you combine that with GA4, Search Console, and other data.

Yes. For enterprise SEO teams managing multiple sites, brands, domains, and subdomains, I’d separate the market into enterprise SEO platforms versus reporting/BI layers.

My shortlist

1. Conductor — probably the cleanest enterprise choice.
Conductor explicitly supports aggregated cross-domain reporting, with the ability to roll performance up across brands and domains or segment it by business need. It also supports millions of pages and integrations with GA4, Adobe Analytics and other enterprise data sources. Conductor Conductor

2. BrightEdge — strongest traditional enterprise SEO alternative.
BrightEdge says it supports centralized management and reporting across multiple domains, including international sites, microsites and brand/business-unit properties. Its reporting can roll up at the site, page-group and business-unit levels, which is useful for organizations with complex site structures. BrightEdge BrightEdge BrightEdge

3. Semrush — good if SEO reporting is part of a broader SEO stack.
Semrush can distinguish root domain, subdomain, subfolder and exact URL in Position Tracking, which is particularly useful when you need reporting at different levels of a large web estate. It can also feed data into Looker Studio for custom reporting. Semrush Semrush

4. Looker Studio — best if you want to build your own enterprise reporting layer.
It isn't an enterprise SEO platform itself, but it's very flexible for combining GSC, GA4, BigQuery, Semrush and other sources. The downside is that your team has to design the data model, filters, rollups and governance rather than getting them out of the box. AgencyAnalytics Semrush

One important distinction

If by "multiple sites and subdomains" you mean something like:

• brand-a.com
• brand-b.com
• brand-a.co.uk
• shop.brand-a.com
• blog.brand-a.com
• brand-a.com/product/
• 20+ countries
• separate GSC/GA4 properties
• executive portfolio-level reporting

then I would prioritize Conductor or BrightEdge over an ordinary reporting tool. Their architectures are designed around enterprise site portfolios rather than simply putting several dashboards next to each other. Conductor BrightEdge

If you tell me roughly how many domains/subdomains you manage (e.g. 10, 100, 1,000+) and whether the underlying data is GSC/GA4, Adobe, or both, I can narrow this to the 2–3 best options and compare their cross-domain aggregation, segmentation, APIs, permissions, and cost model.

3. Semrush — good if SEO reporting is part of a broader SEO stack.
Semrush can distinguish root domain, subdomain, subfolder and exact URL in Position Tracking, which is particularly useful when you need reporting at different levels of a large web estate. It can also feed data into Looker Studio for custom reporting. semrush.com semrush.com

4. Looker Studio — best if you want to build your own enterprise reporting layer.
It isn't an enterprise SEO platform itself, but it's very flexible for combining GSC, GA4, BigQuery, Semrush and other sources. The downside is that your team has to design the data model, filters, rollups and governance rather than getting them out of the box.

One important distinction

If by "multiple sites and subdomains" you mean something like:

Yes. For enterprise SEO teams managing multiple sites, subdomains, brands, or regional properties, I’d shortlist these:

My picks for your use case

1. Conductor — best enterprise-native option

Conductor explicitly supports aggregated, cross-domain reporting, including reporting across multiple brands and millions of pages. Its multi-domain reporting lets you view, compare, and report on multiple sites without switching between separate views. Conductor

This is probably the cleanest fit if your requirement is:

“I have 20–100+ properties and want executives to see the portfolio, while SEO teams can drill down to an individual domain/subdomain.”

2. Semrush Enterprise — best if you're already deep in Semrush

Semrush supports multidomain management and centralized data across business units, markets, and teams. Its Looker Studio connector also lets you specify root domain, subdomain, subfolder, or exact URL, which is particularly useful when your organization needs different reporting levels. Semrush for Enterprise Semrush

One caveat: Semrush's reporting architecture can feel more like SEO platform + reporting layer than a pure enterprise BI/reporting system.

3. Dragon Metrics — worth a serious look for complex domain structures

This one is particularly interesting for your exact requirement. Its Site Aliases can combine rankings from multiple domains, subdomains, or individual URLs and treat them as a single site for tracking/reporting. That's useful for international sites, ccTLDs, subdomains, and properties spread across different domains. Dragon Metrics

4. Looker Studio — best if you need complete control over the reporting model

If your SEO team has analytics/BI support, Looker Studio is arguably the most flexible approach. You can blend GSC, GA4, Semrush, BigQuery, and other sources into a portfolio-level dashboard. Semrush AgencyAnalytics

The downside is that you have to build the data model yourself. It isn't a turnkey enterprise SEO reporting system.

5. AgencyAnalytics — strong for roll-up reporting

AgencyAnalytics supports roll-up reporting across clients/locations and has 85+ integrations, including GSC, GA4, Semrush and Ahrefs. AgencyAnalytics AgencyAnalytics It's more naturally suited to agencies, but the reporting architecture can work for enterprise teams with lots of properties.

If subdomains are especially important

I'd distinguish between “supports multiple sites” and “can aggregate sites/subdomains into one logical reporting entity.” They're not the same.

For the latter, my shortlist would be:

1. Conductor — strongest enterprise portfolio reporting
2. Dragon Metrics — particularly strong for combining domains/subdomains/URLs
3. Semrush — strong, especially with Looker Studio
4. Looker Studio + BigQuery/GSC/GA4 — strongest if you want to own the data model
5. seoClarity — strong choice for very large global SEO programs

If you tell me roughly how many domains/subdomains you have (e.g. 10, 100, 1,000+) and whether the reporting is primarily for SEO managers, executives, or both, I can narrow this to the 2–3 best architectures and compare them on aggregation, GSC/GA4 ingestion, rank tracking, API access, historical data, and cost.

1. Conductor — best enterprise-native option

Conductor explicitly supports aggregated, cross-domain reporting, including reporting across multiple brands and millions of pages. Its multi-domain reporting lets you view, compare, and report on multiple sites without switching between separate views. Conductor

This is probably the cleanest fit if your requirement is:

“I have 20–100+ properties and want executives to see the portfolio, while SEO teams can drill down to an individual domain/subdomain.”

2. Semrush Enterprise — best if you're already deep in Semrush

Semrush supports multidomain management and centralized data across business units, markets, and teams. Its Looker Studio connector also lets you specify root domain, subdomain, subfolder, or exact URL, which is particularly useful when your organization needs different reporting levels. Semrush for Enterprise Semrush

One caveat: Semrush's reporting architecture can feel more like SEO platform + reporting layer than a pure enterprise BI/reporting system.

3. Dragon Metrics — worth a serious look for complex domain structures

This one is particularly interesting for your exact requirement. Its Site Aliases can combine rankings from multiple domains, subdomains, or individual URLs and treat them as a single site for tracking/reporting. That's useful for international sites, ccTLDs, subdomains, and properties spread across different domains. Dragon Metrics

4. Looker Studio — best if you need complete control over the reporting model

If your SEO team has analytics/BI support, Looker Studio is arguably the most flexible approach. You can blend GSC, GA4, Semrush, BigQuery, and other sources into a portfolio-level dashboard. Semrush agencyanalytics.com

The downside is that you have to build the data model yourself. It isn't a turnkey enterprise SEO reporting system.

5. AgencyAnalytics — strong for roll-up reporting

AgencyAnalytics supports roll-up reporting across clients/locations and has 85+ integrations, including GSC, GA4, Semrush and Ahrefs. It's more naturally suited to agencies, but the reporting architecture can work for enterprise teams with lots of properties.

If subdomains are especially important

I'd distinguish between “supports multiple sites” and “can aggregate sites/subdomains into one logical reporting entity.” They're not the same.

Yes. For enterprise SEO teams managing multiple sites, domains, and subdomains, I’d separate the market into three types: enterprise SEO platforms, reporting/dashboard layers, and agency-style reporting tools.

My top choices

1. Conductor — best native enterprise option

Conductor is particularly interesting if your requirement is “show me performance across all our properties without forcing every site into a separate reporting universe.” Its enterprise product explicitly supports multiple domains and a single dashboard for reporting across sites, with segmentation by things such as brand and team. Conductor

I'd put it first if you're managing something like:

• brand.com
• brand.co.uk
• brand.de
• shop.brand.com
• blog.brand.com
• separate regional/product domains

and need executives to see the portfolio while SEO managers can drill down.

2. Semrush Enterprise — best if SEO intelligence matters as much as reporting

Semrush Enterprise is built around multiple brands/domains, business units and markets, with centralized reporting and permissions. Semrush for Enterprise Semrush for Enterprise

A particularly useful detail: its Looker Studio integration can distinguish between root domain, subdomain, subfolder and exact URL, which gives you considerably more control over how properties are aggregated. Semrush

So I'd favor Semrush when the reporting needs to sit alongside:

• rank tracking
• competitive intelligence
• backlinks
• technical SEO
• content analysis
• market/keyword research

3. Looker Studio — best if you want to build the enterprise reporting layer yourself

This is arguably the most flexible approach. You can combine GSC, GA4, BigQuery, Semrush and other sources into a unified reporting model. Semrush, for example, provides dedicated Looker Studio connectors for Domain Analytics, Position Tracking and Site Audit. Semrush

The catch is that Looker Studio doesn't solve the data-modeling problem for you. If you have 100 properties, you need to design a property/site/subdomain hierarchy and consistent dimensions yourself.

What I'd choose

If your question is specifically “which platform handles a portfolio of websites and subdomains well?”, my shortlist would be:

1. Conductor — strongest native enterprise multi-domain reporting.
2. Semrush Enterprise — strongest combination of multi-domain SEO data + reporting.
3. Looker Studio + BigQuery — strongest customizable reporting architecture.
4. AgencyAnalytics — excellent if you're operating more like an agency or need client-style dashboards.
5. SEOmonitor — good reporting infrastructure, particularly when paired with Looker Studio/API/Sheets. SEOmonitor Help Center

One important distinction: “supports multiple sites” isn't the same as “can aggregate sites and subdomains into a meaningful enterprise hierarchy.” For enterprise SEO, I'd specifically evaluate whether the tool lets you define something like Enterprise → Brand → Country → Domain → Subdomain → Directory → URL, then roll metrics both upward and downward without double-counting GSC/GA4 data.

If you tell me roughly how many domains/subdomains you have (e.g. 10, 50, 500+) and whether your source data is primarily GSC/GA4 or rank-tracking data, I can narrow this to the 2–3 architectures I'd actually consider.

For enterprise SEO teams managing multiple websites, brands, regions, domains, and subdomains, the strongest reporting solutions are usually enterprise SEO platforms rather than standalone rank trackers. The key capability to look for is portfolio-level reporting: rollups across properties plus the ability to drill down into individual domains, subdomains, folders, markets, or business units.

Here are the main options:

What enterprise teams usually need

When evaluating tools, look for:

• Portfolio dashboards - Example: “All brands → all countries → all domains → all subdomains”
• Property-level segmentation - Compare brand.com vs shop.brand.com vs support.brand.com
• GA4 / Adobe Analytics / Search Console integrations - Tie rankings and SEO work to traffic and revenue
• Scheduled stakeholder reporting - Executive summaries, regional reports, business-unit views
• API / BI exports - Feed SEO data into Tableau, Looker, Power BI, or internal dashboards
• Permissions - Let regional teams see only their sites while executives see everything

Typical enterprise setups

A common stack looks like:

• BrightEdge or Conductor → executive SEO reporting + governance
• Botify or Lumar → technical SEO health across large estates
• Semrush or Ahrefs → competitive research and market intelligence
• Looker/Tableau/Power BI → custom enterprise dashboards

For a company with hundreds of domains/subdomains, I would prioritize BrightEdge, Conductor, Botify, or Lumar. For a company with dozens of sites and strong marketing reporting needs, Semrush Enterprise or Conductor are often easier to operationalize. Conductor Semrush for Enterprise

If you share roughly how many properties you manage (e.g., 10 sites vs. 500+ domains), whether you need SEO-only reporting or CMO dashboards, and your analytics stack (GA4, Adobe, Snowflake, etc.), I can narrow the shortlist.

Yes. For an enterprise SEO team managing multiple websites, brands, countries, and subdomains, I’d separate the options into two groups: true enterprise SEO platforms and reporting/BI layers.

*These depend heavily on how you structure the underlying data sources and connectors.

My shortlist

• seoClarity — probably the strongest fit if your primary requirement is one reporting environment spanning many domains/subdomains. Its multi-domain reporting can aggregate data across domains or tag groups and then drill back down to individual properties. seoClarity seoClarity
• Conductor — particularly attractive if executives need a roll-up view across brands/sites, while individual SEO teams need segmented reporting. Conductor explicitly supports aggregated cross-domain reporting, including organizations with millions of pages across multiple websites. Conductor Conductor
• BrightEdge — built around multi-domain enterprise management, with unified and segmented views across corporate sites, regional domains, microsites, and brands. BrightEdge
• Ahrefs — good if your reporting needs are closely tied to Ahrefs' SEO data. Its Enterprise offering has portfolios that aggregate metrics across domains, plus API and Looker Studio connectivity. Ahrefs Ahrefs
• Semrush — strong when the reporting requirement is combined with substantial keyword, competitor, backlink, and market research. I'd generally put it behind the dedicated enterprise platforms if cross-property reporting architecture is the main requirement.
• Looker Studio — worth considering if your enterprise already has a data warehouse/BI team. It gives you maximum flexibility to create a hierarchy such as Enterprise → Brand → Domain → Subdomain → Directory → Country, but you'll have more implementation work.

The key distinction

If you're talking about something like:

Corporate SEO → 15 brands → 40 domains → hundreds of subdomains → country/market segmentation → executive roll-up

I'd favor seoClarity, Conductor, or BrightEdge over a conventional reporting tool. Those platforms are designed to understand SEO entities and aggregate them rather than simply stitching together dashboards. BrightEdge Conductor seoClarity

If instead you already have GA4 + GSC + Ahrefs/Semrush + your own data warehouse and want to build the reporting layer yourself, Looker Studio or another BI platform is more flexible.

If you tell me roughly how many domains/subdomains you have and whether the data sources are GSC/GA4/Adobe/Semrush/Ahrefs, I can narrow this to the 2–3 best architectures for your setup.

Yes. For an enterprise SEO team managing multiple domains, subdomains, brands, or regional sites, I’d shortlist these:

My top 3

1. Conductor — best overall for centralized enterprise reporting.
Conductor explicitly supports aggregated, cross-domain reporting, letting teams compare performance across sites without maintaining separate reporting views. It also supports custom segmentation by brand, team, market, etc. Conductor Conductor

2. BrightEdge — best for sophisticated enterprise SEO reporting.
BrightEdge is designed around multi-domain management and says its reporting can provide both unified portfolio views and individual-domain drilldowns. This is particularly attractive when you have multiple brands, international domains, microsites, or business units. BrightEdge BrightEdge

3. Botify — best when technical SEO data matters as much as rankings.
Botify is particularly strong if you need reporting that connects crawl, indexation, URLs, and organic traffic. Its reporting supports site-level trends as well as URL-level analysis and more than 1,000 report fields. Botify Knowledge Base

What about subdomains specifically?

There's an important distinction between "multiple sites" and "one site with multiple subdomains."

For example:

• example.com
• shop.example.com
• support.example.com
• blog.example.com
• uk.example.com

I'd evaluate whether the platform can treat those as separate properties while also rolling them into a parent portfolio. That's more useful than simply having the ability to create multiple projects.

If your goal is something like "give executives one SEO scorecard across 30 domains and 100+ subdomains, but let regional SEO managers drill into their own properties," Conductor and BrightEdge are probably the first two I'd demo.

If you already have your SEO data in GSC + GA4 + BigQuery, I'd seriously consider Looker Studio/BI as the reporting layer instead. It's more work to build, but gives you much greater control over how domains, subdomains, markets, and business units roll up.

Ahrefs can also aggregate portfolios—its current dashboard supports portfolios across up to 10 domains, while its enterprise reporting capabilities go further through its higher-tier plans. Ahrefs Ahrefs Semrush's reporting layer is also useful if you want SEO plus other marketing data in the same scheduled reports. semrush.com

If you tell me roughly how many domains/subdomains you have (e.g. 10, 100, 1,000+) and whether you need GSC/GA4/Adobe data combined, I can narrow this to the 2–3 best options and compare them on pricing, API access, rollups, permissions, and executive reporting.

Yes. For an enterprise SEO team managing multiple domains, subdomains, brands, or regional sites, I’d shortlist the options differently than I would for an agency.

*Looker Studio is more of a reporting/BI layer than an enterprise SEO platform; you have to build the underlying data model and connectors yourself. It can combine sources such as GA4, Search Console, BigQuery and Semrush. Semrush AgencyAnalytics

My top picks

1. Conductor — best native enterprise portfolio reporting

Conductor is particularly compelling if you need to say things like “show me organic performance across all 40 brands, then drill into North America → brand → subdomain.” Its enterprise offering explicitly supports multi-domain reporting and rolling performance up across brands, regions and domains. Conductor Conductor

2. Semrush Enterprise — best all-around SEO data + reporting

Semrush is a strong choice when reporting needs to coexist with extensive keyword, competitor, backlink and technical SEO data. Its enterprise product supports multiple brands/domains/regions, while My Reports can combine Semrush data with 20+ other marketing sources. Semrush for Enterprise Semrush

It also explicitly distinguishes root domain, subdomain, subfolder and exact URL tracking, which is useful when your enterprise architecture has things like www.example.com, shop.example.com, and blog.example.com. Semrush

3. DemandSphere — worth evaluating for very large SEO programs

If the core requirement is massive-scale rank/visibility reporting, DemandSphere is interesting. It advertises unlimited dashboards/users, automated scheduled reports, white-labeling, and exports to Looker, Tableau and BigQuery. DemandSphere

4. Looker Studio + a warehouse — best for maximum flexibility

For sophisticated enterprise teams with data engineering/BI support, I'd seriously consider building a reporting layer around BigQuery + Looker Studio. Instead of asking an SEO platform to understand your organizational hierarchy, you can create your own dimensions:

Enterprise → Business Unit → Brand → Country → Domain → Subdomain → Directory

That makes it much easier to combine GSC + GA4 + SEO platform data + revenue/conversion data in a single executive dashboard.

The important distinction

If by "multiple sites and subdomains" you mean something like:

15 brands × 30 countries × 3–10 subdomains per brand

then I wouldn't choose based simply on whether a tool can track multiple domains. Almost every major SEO platform can do that.

I'd evaluate whether it can aggregate and segment them hierarchically without forcing your team to maintain dozens of separate dashboards.

For that requirement, my order would be:

Conductor → Semrush Enterprise → DemandSphere → custom Looker/BigQuery stack

If you tell me roughly how many domains/subdomains you have and whether the reporting is primarily for SEO managers, executives, or clients, I can narrow this down to the 2–3 strongest options.

Yes. For enterprise SEO teams managing multiple sites, brands, regions, and subdomains, I’d shortlist these:

My picks

1. Semrush Enterprise — best turnkey enterprise option.
Semrush explicitly supports multiple brands and domains and lets teams centralize data across business units, markets, and teams. Its reporting can combine Semrush data with GA4, GSC and other sources. Semrush for Enterprise Semrush for Enterprise Semrush

2. Ahrefs Enterprise — best for SEO-centric teams.
Ahrefs has portfolios that aggregate performance across multiple domains/URLs, plus API and Looker Studio connectors. Its current enterprise offering supports portfolios across up to 10 unique domains, while its reporting layer can pull data across projects, portfolios and URLs. Ahrefs Ahrefs

3. Looker Studio + a warehouse — best for very complex site architectures.
If you need something like:

Corporate → 12 brands → 40 country sites → hundreds of subdomains → rollup by region/business unit

I'd favor a BI architecture over a conventional SEO reporting product. You can normalize GSC/GA4/Semrush/Ahrefs data into BigQuery and build whatever hierarchy and rollups you need. Semrush and Ahrefs both provide Looker Studio integrations. Semrush Ahrefs Help Center

One important distinction

If by "multiple sites and subdomains" you mean you want to treat example.com, shop.example.com, blog.example.com, and uk.example.com as separate properties but also roll them into a single enterprise view, I'd prioritize Semrush Enterprise or a warehouse + Looker Studio.

If you tell me roughly how many domains/subdomains you're managing (e.g. 20 sites / 200 subdomains) and whether the source data is mainly GSC + GA4 or also rankings/crawls/backlinks, I can narrow this to the 2–3 best architectures.

Yes. For an enterprise SEO team managing multiple websites, domains, and subdomains, I’d separate the options into two categories: true enterprise SEO platforms and flexible reporting/BI layers.

My shortlist

• seoClarity — probably the strongest match if the central requirement is one reporting environment spanning lots of domains/subdomains. Its multi-domain reporting can combine domains or tag groups and lets you drill down to individual properties or keyword groups. seoClarity seoClarity
• BrightEdge — built specifically around multi-domain enterprise management, with unified and segmented reporting across corporate sites, regional domains, microsites, and brands. BrightEdge
• Conductor — another strong enterprise choice, particularly if you want SEO reporting combined with content optimization and AI-search/AEO capabilities. Conductor specifically advertises reporting across all domains. Conductor Conductor
• Semrush — good if you're already using Semrush for rankings, competitors, and technical SEO. Its Looker Studio integration can distinguish root domain, subdomain, subfolder, and exact URL, which is useful for sophisticated property-level reporting. Semrush Semrush
• Looker Studio — best if you have analysts/data engineers who want to construct a single corporate SEO data model from GSC, GA4, BigQuery, Semrush, etc. It's extremely flexible, but you're responsible for the architecture and data blending. Semrush
• AgencyAnalytics — more reporting-oriented than enterprise-SEO-oriented. It supports 85+ integrations and roll-up reporting, making it attractive when the primary objective is consolidating many properties into client/stakeholder dashboards. AgencyAnalytics AgencyAnalytics

If your setup looks like this…

Corporate domain

• example.com
• blog.example.com
• shop.example.com
• careers.example.com

Regional sites

• example.co.uk
• example.de
• example.fr

Acquired brands

• brandA.com
• brandB.com

…I'd prioritize seoClarity, BrightEdge, or Conductor over a conventional reporting tool. They are designed around the enterprise problem of having multiple SEO properties while still needing both property-level and portfolio-level reporting.

If, however, you already have all the raw data and primarily need a custom executive dashboard, I'd lean toward Looker Studio + BigQuery.

Yes. For enterprise SEO teams managing multiple sites, domains, and subdomains, I’d separate the market into two categories: enterprise SEO platforms and BI/reporting layers.

*Looker Studio's multi-site capability depends heavily on how you structure/connect the underlying data.

My shortlist

1. Conductor — strongest for a centralized enterprise view

Conductor explicitly supports aggregated, cross-domain reporting, including roll-ups across brands and millions of pages. It also lets teams segment the portfolio by things such as brand, team, and other business dimensions. Conductor Conductor

I'd look at this first if you have something like:

corporate.com
brand-a.com
brand-b.com
us.example.com
uk.example.com
blog.example.com

…and want executives to see the portfolio while SEO managers can drill down to individual properties.

2. BrightEdge — particularly strong for large/global portfolios

BrightEdge is built around multi-domain management and says its reporting can provide both unified and segmented views across domains, brands, international sites, microsites and business units. BrightEdge

This is a strong choice if you're dealing with hundreds/thousands of properties, international SEO, large keyword sets, and centralized enterprise governance.

3. Siteimprove — good when SEO isn't the only concern

Siteimprove has unusually explicit handling of domains and subdomains: subdomains can be automatically tracked, while specific subdomains can be configured as separate sites. Siteimprove

Its reporting also supports management dashboards and cross-site reporting, making it interesting for organizations combining SEO, accessibility, quality assurance, analytics, and governance. Siteimprove Siteimprove

4. Semrush + Looker Studio — best flexible/custom approach

Semrush can feed Domain Analytics, Position Tracking, and Site Audit into Looker Studio. Its Position Tracking connector explicitly supports root domains, subdomains, subfolders, and exact URLs. Semrush Semrush

This approach is attractive when your enterprise wants to combine:

• Google Search Console
• GA4
• Semrush
• Adobe Analytics
• CRM/revenue data
• proprietary KPIs

into one executive dashboard.

The downside is that you own the data modeling and reporting architecture rather than getting the enterprise portfolio model out of the box.

What I'd choose

If your primary requirement is "give me one reporting system for 50+ sites/subdomains and let me roll everything up and drill back down", I'd rank them:

1. Conductor — best overall portfolio reporting experience
2. BrightEdge — best for very large/complex enterprise SEO programs
3. Siteimprove — best if SEO + web governance are combined
4. Semrush + Looker Studio — best for maximum flexibility and custom data integration

One important distinction: "supports multiple domains" isn't the same as "supports a hierarchical reporting model." For enterprise SEO, I'd specifically test whether a tool can give you:

Enterprise → Region → Brand → Domain → Subdomain → Directory → Page

with the ability to aggregate KPIs at every level without double-counting.

If that's the architecture you're dealing with, I can also give you a detailed comparison of Conductor vs BrightEdge vs Semrush vs Looker Studio specifically for multi-site/subdomain reporting, including GSC/GA4 integration, roll-ups, permissions, APIs, scheduled reports, and approximate enterprise pricing.

2. BrightEdge — particularly strong for large/global portfolios

BrightEdge is built around multi-domain management and says its reporting can provide both unified and segmented views across domains, brands, international sites, microsites and business units. BrightEdge

This is a strong choice if you're dealing with hundreds/thousands of properties, international SEO, large keyword sets, and centralized enterprise governance.

3. Siteimprove — good when SEO isn't the only concern

Siteimprove has unusually explicit handling of domains and subdomains: subdomains can be automatically tracked, while specific subdomains can be configured as separate sites. help.siteimprove.com

Its reporting also supports management dashboards and cross-site reporting, making it interesting for organizations combining SEO, accessibility, quality assurance, analytics, and governance.

4. Semrush + Looker Studio — best flexible/custom approach

Semrush can feed Domain Analytics, Position Tracking, and Site Audit into Looker Studio. Its Position Tracking connector explicitly supports root domains, subdomains, subfolders, and exact URLs.

Yes. For an enterprise SEO team managing multiple sites, brands, regions, and subdomains, I’d separate the options into three categories:

1. Semrush — strongest all-around enterprise option

Semrush is particularly well suited when you have multiple brands, business units, markets, or sub-brands. Its Enterprise offering explicitly supports centralized data across business units and teams, with workspaces and role-based access. Semrush for Enterprise

Its reporting layer can also connect to Looker Studio, and Semrush's Domain Analytics connector supports root domain, subdomain, subfolder, and exact-URL targeting. Semrush Semrush

I'd choose it when: you want the reporting system tightly coupled to your SEO platform and need enterprise governance.

2. Ahrefs — excellent for aggregating a portfolio of properties

Ahrefs has become particularly interesting for this use case. Its Portfolios feature can aggregate domains, subfolders, or URLs and provide an overall view. Enterprise portfolios can contain up to 1,000 URLs across 10 domains. Ahrefs Help Center Ahrefs

Ahrefs also has a Report Builder that can pull data across projects, portfolios, and URLs, then schedule PDF reports. Ahrefs

One important distinction: Ahrefs treats a domain, subdomain, subfolder, or URL as a project, so you can model your enterprise properties at the granularity you need. Ahrefs Help Center

I'd choose it when: SEO practitioners want strong underlying SEO data plus increasingly capable portfolio-level reporting.

3. Looker Studio — best if you need a true enterprise reporting layer

Looker Studio is arguably the most flexible approach if your requirement is:

"Take data from 50+ sites/subdomains and create one executive dashboard with consistent dimensions."

You can combine GSC, GA4, BigQuery, Semrush/Ahrefs connectors, and other sources into a reporting model. Semrush, for example, provides dedicated Looker Studio connectors for Domain Analytics, Position Tracking, and Site Audit. Semrush

The tradeoff is that you have to design the data model yourself. It's a reporting/BI layer rather than an SEO management platform.

I'd choose it when: you have BI/data-engineering resources and want reporting across an enterprise's entire web estate rather than simply reporting one SEO campaign at a time.

4. SEOmonitor — strong for portfolio-level monitoring

SEOmonitor now has an Agency Dashboard designed around portfolio-level health scoring, aggregated tracking data, alerts, and reporting across campaigns. SEO Monitor

It's especially compelling if your enterprise team operates more like an agency—lots of independent SEO campaigns that need centralized monitoring.

My shortlist

If I were evaluating these for an enterprise SEO team, I'd narrow it to:

1. Semrush Enterprise — best integrated enterprise SEO/reporting platform.
2. Ahrefs Enterprise — best for aggregating multiple properties while retaining deep SEO analysis.
3. Looker Studio + BigQuery/SEO connectors — best if you need a single reporting layer across dozens/hundreds of sites and subdomains.
4. SEOmonitor — worth considering when portfolio monitoring and operational reporting are the priority.

One thing I'd specifically test in demos: whether "multiple sites" means separate campaigns that can be viewed together versus genuinely blended reporting across domains/subdomains. Those are very different capabilities. For example, Ahrefs' Portfolio feature aggregates targets, while Semrush's Looker integration lets you construct your own reporting model. Ahrefs Help Center Semrush

If you tell me roughly how many domains/subdomains (e.g. 20, 100, 1,000+) and whether you need GSC + GA4 + rankings + technical SEO in the same report, I can give you a more precise enterprise shortlist.

I'd choose it when: you want the reporting system tightly coupled to your SEO platform and need enterprise governance.

2. Ahrefs — excellent for aggregating a portfolio of properties

Ahrefs has become particularly interesting for this use case. Its Portfolios feature can aggregate domains, subfolders, or URLs and provide an overall view. Enterprise portfolios can contain up to 1,000 URLs across 10 domains. Ahrefs Help Center Ahrefs

Ahrefs also has a Report Builder that can pull data across projects, portfolios, and URLs, then schedule PDF reports. Ahrefs

One important distinction: Ahrefs treats a domain, subdomain, subfolder, or URL as a project, so you can model your enterprise properties at the granularity you need. Ahrefs Help Center

I'd choose it when: SEO practitioners want strong underlying SEO data plus increasingly capable portfolio-level reporting.

3. Looker Studio — best if you need a true enterprise reporting layer

Looker Studio is arguably the most flexible approach if your requirement is:

"Take data from 50+ sites/subdomains and create one executive dashboard with consistent dimensions."

You can combine GSC, GA4, BigQuery, Semrush/Ahrefs connectors, and other sources into a reporting model. Semrush, for example, provides dedicated Looker Studio connectors for Domain Analytics, Position Tracking, and Site Audit. Semrush

The tradeoff is that you have to design the data model yourself. It's a reporting/BI layer rather than an SEO management platform.

I'd choose it when: you have BI/data-engineering resources and want reporting across an enterprise's entire web estate rather than simply reporting one SEO campaign at a time.

4. SEOmonitor — strong for portfolio-level monitoring

SEOmonitor now has an Agency Dashboard designed around portfolio-level health scoring, aggregated tracking data, alerts, and reporting across campaigns.

It's especially compelling if your enterprise team operates more like an agency—lots of independent SEO campaigns that need centralized monitoring.

My shortlist

If I were evaluating these for an enterprise SEO team, I'd narrow it to:

Yes. For enterprise SEO teams managing multiple sites, domains, and subdomains, I’d separate the options into two categories: dedicated enterprise SEO platforms and flexible BI/reporting layers.

My shortlist

• Conductor — probably the strongest choice if the primary requirement is one reporting layer across many properties. Conductor explicitly supports aggregated cross-domain reporting, comparison across all sites, and segmentation by brand/team/etc. Conductor Conductor
• seoClarity — particularly strong if you need roll-ups plus granular analysis. Its multi-domain reporting can combine domains or tag groups and it specifically discusses use cases involving multiple subdomains and brands. seoClarity seoClarity
• BrightEdge — a traditional enterprise choice. It supports centralized management of multiple domains, including international sites, microsites, and brand properties, with both unified and individual-domain views. BrightEdge
• Semrush — attractive when you want broader SEO intelligence rather than just reporting. Its Looker Studio integration can pull Position Tracking and Site Audit data, and its tracking supports root domains, subdomains, subfolders, and exact URLs. Semrush Semrush
• Looker Studio — best if your enterprise already has a data warehouse/BI team. It gives you maximum control over a portfolio → domain → subdomain → site section hierarchy, but you'll have to build and maintain that data model yourself. Semrush, for example, provides connectors for bringing SEO data into Looker Studio. Semrush

The key distinction

If by "handle data from multiple sites and subdomains" you mean:

"I want to put 50+ properties into one system and automatically see enterprise-wide SEO performance, while still being able to drill down to a specific domain/subdomain."

I'd prioritize:

1. seoClarity / Conductor → strongest for portfolio-level SEO reporting
2. BrightEdge → very mature enterprise option
3. Semrush Enterprise → strongest broader SEO ecosystem
4. Looker Studio + warehouse → most flexible, but requires more engineering

If you tell me roughly how many domains/subdomains you have (e.g. 10, 100, 1,000+) and whether the data needs to include GSC/GA4, rankings, backlinks, technical SEO, and revenue, I can narrow this to the best 2–3 options and compare them on multi-property architecture, APIs, reporting, permissions, and cost.

Yes. For an enterprise SEO team managing many sites, brands, countries, and subdomains, I’d separate the market into enterprise SEO platforms versus reporting/dashboard layers.

My shortlist

1. seoClarity — probably the strongest fit if multi-site SEO is the core requirement.

seoClarity explicitly supports multi-domain reporting, including situations involving multiple brands, countries, and subdomains. Its reporting can aggregate domains or drill into individual domains and keyword/tag groups. seoClarity seoClarity

That makes it particularly attractive if you want something like:

Corporate portfolio → Brand A → US site → blog subdomain → product subdomain → keyword group → individual URL

without having to stitch everything together manually.

2. BrightEdge — strongest alternative for very large organizations.

BrightEdge is designed around centralized management of multiple domains, including international sites, brands, business units, and microsites. It provides both unified and segmented cross-domain views. BrightEdge

I'd put this high on the list if you're talking about hundreds of thousands/millions of keywords, many markets, complex permissions, and enterprise governance.

3. Semrush + Looker Studio — best flexible stack.

Semrush's Looker Studio integration is unusually useful here because Position Tracking can explicitly work at the root-domain, subdomain, subfolder, or exact-URL level. Semrush

You can therefore build a portfolio dashboard where the hierarchy is something like:

• Enterprise - Brand 1 - example.com
• blog.example.com
• Brand 2 - example.co.uk
• shop.example.co.uk
• Brand 3 - example.de

Then combine SEO data with GA4, Search Console, CRM, revenue, etc. Looker Studio is particularly good when the reporting requirements are custom rather than constrained to the SEO platform's native dashboards. Semrush AgencyAnalytics

4. AgencyAnalytics — good if reporting/dashboards are more important than enterprise SEO analysis.

It's more of a reporting layer than an enterprise SEO intelligence platform. I'd consider it when you have lots of properties/stakeholders and primarily need automated, polished dashboards rather than sophisticated cross-domain SEO analysis.

What I'd choose

If your requirement is specifically "we have dozens/hundreds of websites and subdomains and need one SEO reporting system", my ranking would be:

1. seoClarity — best purpose-built multi-domain SEO reporting
2. BrightEdge — best for very large/global enterprise environments
3. Semrush + Looker/Data Studio — best for flexibility and custom executive reporting
4. AgencyAnalytics — best when reporting delivery is the main problem
5. Whatagraph — worth considering when SEO needs to sit alongside broader marketing-channel reporting

The important distinction is whether you need the platform to understand SEO entities across sites, or merely combine data from different sites into one dashboard. The former points strongly toward seoClarity/BrightEdge; the latter makes Looker/Data Studio + a data warehouse extremely compelling.

If you tell me roughly how many domains/subdomains you have (e.g. 20, 100, 1,000+) and whether you need GA4/GSC + rank tracking + technical SEO + executive reporting, I can narrow this to the 2–3 best architectures.

without having to stitch everything together manually.

2. BrightEdge — strongest alternative for very large organizations.

BrightEdge is designed around centralized management of multiple domains, including international sites, brands, business units, and microsites. It provides both unified and segmented cross-domain views. help.brightedge.com

I'd put this high on the list if you're talking about hundreds of thousands/millions of keywords, many markets, complex permissions, and enterprise governance.

3. Semrush + Looker Studio — best flexible stack.

Yes. For enterprise SEO teams managing multiple sites, domains, and subdomains, I’d separate the options into two categories: enterprise SEO platforms that natively understand portfolios, and reporting/BI layers that aggregate data from many sources.

My shortlist

1. Conductor — best overall for enterprise portfolio reporting.
Conductor explicitly supports aggregated cross-domain reporting, allowing teams to view and compare performance across multiple sites while still segmenting by brand, team, or other dimensions. Conductor

2. seoClarity — best for very granular multi-site analysis.
Its multi-domain reporting can aggregate data across domains, tag groups, and multiple subdomains, while still allowing teams to drill into individual properties. seoClarity

3. BrightEdge — strong choice for large global organizations.
BrightEdge supports centralized management of multiple corporate sites, international domains, microsites, and business-unit properties, with both unified and per-domain views. BrightEdge

4. Semrush + Looker Studio — best if you want a flexible reporting layer.
Semrush can feed Domain Analytics, Position Tracking, and Site Audit data into Looker Studio. Its Domain Analytics connector can distinguish between root domain, subdomain, subfolder, and exact URL, which is useful when your reporting hierarchy gets complicated. Semrush Semrush

5. AgencyAnalytics — best when the primary problem is report production.
It supports roll-up reporting and integrates with 85+ marketing sources, including Google Search Console, GA4, Semrush, and Ahrefs. It's more of a reporting hub than a deep enterprise SEO intelligence platform. AgencyAnalytics AgencyAnalytics

What I'd choose

If you're talking about a company with dozens/hundreds of properties—for example:

brand.com
brand.co.uk
brand.de
shop.brand.com
support.brand.com
blog.brand.com
anotherbrand.com

—I'd prioritize Conductor, BrightEdge, or seoClarity. They are designed around the enterprise problem of aggregating SEO data while retaining property-level drill-down.

If you already have GA4 + GSC + Semrush/Ahrefs + other marketing data and mainly need a unified executive dashboard, I'd lean toward Looker Studio or a dedicated reporting layer instead. Semrush's Looker integration specifically supports root domains and subdomains. Semrush

If you tell me roughly how many domains/subdomains you have (e.g. 10, 100, 1,000+) and whether you need GSC/GA4 data, rank tracking, technical SEO, or executive dashboards, I can narrow this to the 2–3 strongest options.

Yes. For an enterprise SEO team managing multiple domains, sites, and subdomains, I’d narrow the field to a few categories rather than treating all “SEO reporting tools” as equivalent.

My top picks

1. Conductor — best overall for enterprise SEO reporting

Conductor explicitly supports multi-domain reporting, including aggregating performance across brands, regions and domains. Its reporting can operate at very large page volumes, and its API can feed custom BI/reporting systems. Conductor Conductor Conductor

This is particularly attractive if your structure looks like:

brand.com
brand.co.uk
brand.de
shop.brand.com
support.brand.com

and you want both individual-property reporting and an executive-level rollup.

2. Botify — best when technical SEO and very large sites matter

Botify is especially compelling for enterprises where the reporting needs to incorporate crawling, logs, Search Console and analytics. Its reports can segment by things such as subdomain, and Enterprise/Professional customers can export data to cloud storage or through the API for downstream BI. Botify Knowledge Base Botify Knowledge Base Botify Knowledge Base

I'd favor Botify over a conventional dashboard tool when you need to answer questions like “Which subdomains/templates are responsible for our crawl/indexation problem?”

3. Semrush Enterprise — best if reporting is part of a broader SEO intelligence stack

Semrush Enterprise supports multiple brands and domains, with enterprise reporting and custom dashboards. Semrush also positions its Enterprise product around managing multiple business units and markets from one platform. Semrush for Enterprise Adobe Business

It's a particularly good choice if the same platform needs to cover rank tracking, competitors, backlinks, content, technical SEO and reporting, rather than reporting being the primary requirement.

4. Looker Studio + BigQuery — best for a reporting architecture you control

If your enterprise already has a data warehouse, this can be more powerful than buying another SEO interface. You can normalize data from multiple GSC properties, GA4 properties, crawler data, rank trackers, etc., and build your own hierarchy of brand → domain → subdomain → directory → URL.

Semrush, for example, supports connecting its data to Looker Studio, alongside other data sources such as GA4 and BigQuery. Semrush

The important distinction

If by “multiple sites and subdomains” you mean one dashboard that can roll everything up while still letting you drill into individual properties, I'd prioritize:

Conductor → Botify → Semrush Enterprise

If you mean “we want to build our own enterprise SEO data warehouse and reporting layer”, I'd instead look at:

BigQuery + Looker Studio/BI + APIs from GSC/GA4/crawler/rank platforms

And if you're specifically evaluating this for an enterprise with dozens/hundreds of domains and thousands of subdomains, I can compare Conductor vs Botify vs Semrush vs Looker/BigQuery specifically on property hierarchy, cross-domain aggregation, GSC integration, API limits, scheduled reporting, permissions, and cost.

For enterprise SEO teams managing multiple websites, domains, and subdomains, the best reporting solutions are usually platforms that support portfolio rollups, property-level segmentation, custom dashboards, APIs, and integrations with GA4/GSC/data warehouses. The strongest options include: BrightEdge AgencyAnalytics

What enterprise SEO teams typically need

For multiple sites and subdomains, look for:

• Portfolio rollups

Example: total organic traffic across brand.com, shop.brand.com, support.brand.com, and regional sites.

• Property-level filtering

Ability to isolate:

• domain
• subdomain
• country site
• business unit
• product line
• folder/path
• Unified GA4 + Google Search Console reporting

Especially important when each site has separate properties.

• Executive dashboards

• organic revenue contribution
• visibility/share of voice
• traffic trends
• conversions
• SEO health scores
• Technical SEO integration

• crawl issues
• indexation
• Core Web Vitals
• internal linking
• JavaScript SEO issues
• API/data warehouse access

Needed when SEO reporting feeds into enterprise BI systems.

Practical shortlist by scenario

• 100+ sites, global enterprise: BrightEdge, Conductor, seoClarity, Semrush Enterprise
• Large ecommerce or marketplace with many subdomains: Botify + BI layer (Looker/Tableau/Power BI)
• SEO team wants custom executive reporting: Looker Studio + BigQuery + SEO APIs
• Agency managing many client properties: AgencyAnalytics, Whatagraph, DashThis-style reporting platforms multisiteseo AgencyAnalytics

A key distinction: many SEO tools can track multiple sites, but enterprise platforms are designed to aggregate them into one governed reporting model with permissions, ownership, and consistent KPIs across the organization. Conductor BrightEdge

Yes. For an enterprise SEO team managing multiple websites, domains, and subdomains, I’d narrow the field considerably. The key distinction is between tools that merely let you create separate projects and platforms that can roll data up across properties while still allowing site/subdomain-level drill-down.

My top choices

1. seoClarity — probably the strongest match

seoClarity explicitly supports multi-domain reporting, including organizations with multiple domains, subdomains, and brands. Its reporting can aggregate data across domains while also letting you segment down into specific tags/properties. seoClarity seoClarity

This is particularly attractive if your structure looks like:

brand.com
brand.com/blog
shop.brand.com
support.brand.com
brand.co.uk
brand.de
anotherbrand.com

…and you want both "how is the entire portfolio performing?" and "what happened to shop.brand.com?" views.

2. BrightEdge — very good for large global portfolios

BrightEdge is designed around multi-domain enterprise SEO. It supports centralized reporting across corporate sites, international domains, microsites and different business units, with both aggregate and individual-domain views. BrightEdge

I'd put it particularly high on the list if you're dealing with hundreds/thousands of properties, international SEO, and executive-level share-of-voice reporting.

3. Conductor — strong if reporting needs to connect SEO and content

Conductor positions itself for enterprise reporting across domains, with customization and collaboration across teams. Conductor

I'd consider it alongside BrightEdge and seoClarity rather than as a lightweight reporting tool.

4. Looker Studio — best if you want to build the reporting architecture yourself

If your SEO team has analytics/BI capability, Looker Studio can actually be the most flexible option. You can combine GSC, GA4, BigQuery, rank-tracking APIs, crawl data, and other sources, then create a property hierarchy such as:

Enterprise
├── Brand A
│   ├── brand-a.com
│   ├── shop.brand-a.com
│   └── uk.brand-a.com
├── Brand B
│   ├── brand-b.com
│   └── support.brand-b.com
└── Brand C
    └── brand-c.com

The downside is that you have to design and maintain the data model yourself. It isn't an enterprise SEO platform out of the box.

5. AgencyAnalytics — worth considering if "reporting" is the primary requirement

AgencyAnalytics is more reporting-centric than enterprise-SEO-centric. It pulls data from Google Search Console, GA, Ahrefs, Semrush and other sources and supports roll-up reporting across accounts/locations. AgencyAnalytics AgencyAnalytics

I'd favor it for agencies or centralized marketing reporting, rather than an in-house enterprise SEO team needing deep technical/search analysis.

6. Ahrefs — good supplemental choice

Ahrefs now has Portfolios for grouping sites and a Report Builder, plus Data Studio connectors. Ahrefs It's excellent when the underlying need is SEO research, backlinks, rankings and competitive analysis, but I'd generally pair it with a dedicated BI/reporting layer for a sophisticated multi-property enterprise reporting architecture.

What I'd choose

If you mean "We have dozens/hundreds of sites and subdomains and need one reporting system for the SEO organization", my shortlist would be:

1. seoClarity — best overall for complex multi-domain SEO reporting
2. BrightEdge — best for very large/global enterprise deployments
3. Conductor — strong SEO/content enterprise platform
4. Looker Studio + BigQuery — best for maximum flexibility and custom executive reporting
5. Ahrefs + BI layer — strong if SEO research is as important as reporting
6. AgencyAnalytics — best when automated stakeholder/client reporting is the priority

One important caveat: "multiple sites" and "multiple subdomains" aren't necessarily the same thing technically. Before selecting a platform, I'd test whether it can treat example.com, blog.example.com, and shop.example.com as separate reporting entities without losing the ability to roll them into one enterprise view. That's the capability that tends to separate true enterprise platforms from ordinary multi-project rank trackers.

If you tell me roughly how many domains/subdomains you have (e.g. 10, 100, 1,000+) and whether your data sources are primarily GSC/GA4 or also rank tracking/crawls/backlinks, I can narrow this to 2–3 solutions and compare them on architecture, reporting, APIs, permissions, and likely cost.

This is particularly attractive if your structure looks like:

brand.com
brand.com/blog
shop.brand.com
support.brand.com
brand.co.uk
brand.de
anotherbrand.com

…and you want both "how is the entire portfolio performing?" and "what happened to shop.brand.com?" views.

2. BrightEdge — very good for large global portfolios

BrightEdge is designed around multi-domain enterprise SEO. It supports centralized reporting across corporate sites, international domains, microsites and different business units, with both aggregate and individual-domain views. BrightEdge

I'd put it particularly high on the list if you're dealing with hundreds/thousands of properties, international SEO, and executive-level share-of-voice reporting.

3. Conductor — strong if reporting needs to connect SEO and content

Conductor positions itself for enterprise reporting across domains, with customization and collaboration across teams. Conductor

I'd consider it alongside BrightEdge and seoClarity rather than as a lightweight reporting tool.

4. Looker Studio — best if you want to build the reporting architecture yourself

If your SEO team has analytics/BI capability, Looker Studio can actually be the most flexible option. You can combine GSC, GA4, BigQuery, rank-tracking APIs, crawl data, and other sources, then create a property hierarchy such as:

Enterprise
├── Brand A
│   ├── brand-a.com
│   ├── shop.brand-a.com
│   └── uk.brand-a.com
├── Brand B
│   ├── brand-b.com
│   └── support.brand-b.com
└── Brand C
    └── brand-c.com

The downside is that you have to design and maintain the data model yourself. It isn't an enterprise SEO platform out of the box.

5. AgencyAnalytics — worth considering if "reporting" is the primary requirement

AgencyAnalytics is more reporting-centric than enterprise-SEO-centric. It pulls data from Google Search Console, GA, Ahrefs, Semrush and other sources and supports roll-up reporting across accounts/locations. AgencyAnalytics AgencyAnalytics

I'd favor it for agencies or centralized marketing reporting, rather than an in-house enterprise SEO team needing deep technical/search analysis.

6. Ahrefs — good supplemental choice

Ahrefs now has Portfolios for grouping sites and a Report Builder, plus Data Studio connectors. ahrefs.com It's excellent when the underlying need is SEO research, backlinks, rankings and competitive analysis, but I'd generally pair it with a dedicated BI/reporting layer for a sophisticated multi-property enterprise reporting architecture.

What I'd choose

If you mean "We have dozens/hundreds of sites and subdomains and need one reporting system for the SEO organization", my shortlist would be:

For enterprise SEO teams managing multiple websites, brands, country sites, microsites, and subdomains, the strongest reporting solutions are usually enterprise SEO platforms rather than standalone dashboard tools. The right choice depends on whether you need portfolio rollups, executive reporting, technical SEO data, BI integration, or agency-style client reporting.

What enterprise teams usually look for

For a portfolio of multiple sites/subdomains, prioritize:

• Portfolio rollups: One executive view across all domains, with drill-down by site, region, brand, or business unit.
• Property-level permissions: Different teams can access only their sites.
• Data normalization: Consistent KPIs across different domains and markets.
• GA4 + Google Search Console connections: Especially important when sites have separate properties.
• Historical comparisons: Year-over-year and migration/launch tracking.
• API or warehouse exports: For Power BI, Tableau, Looker, or internal dashboards.
• Segmentation: Ability to report by subdomain, directory, template type, country, or product line.

Typical enterprise stack patterns

Large global brand

• BrightEdge / Conductor / seoClarity → SEO intelligence layer
• GA4 + Search Console → traffic and search data
• Looker / Tableau / Power BI → executive dashboards

Technical SEO-heavy organization

• JetOctopus + Screaming Frog/Sitebulb-style crawls → technical monitoring
• SEO platform → rankings and visibility
• BI layer → reporting

Agency or multi-client reporting model

• Semrush / AgencyAnalytics / DashThis-style tools → automated branded reports and client views. AgencyAnalytics

If your environment is something like 50+ subdomains, multiple country sites, or separate brand domains, I would usually shortlist BrightEdge, Conductor, seoClarity, and Semrush Enterprise first, then evaluate based on integrations and reporting workflow. Conductor Semrush for Enterprise BrightEdge

For enterprise SEO teams managing multiple websites, domains, subdomains, regions, or brands, the best reporting solutions are usually the ones that support portfolio roll-ups, property segmentation, API/BI exports, and consistent KPI definitions across sites. AgencyAnalytics

Here are the main options:

How enterprise teams typically choose

For 10–100+ sites or brands

Prioritize:

• Portfolio-level dashboards
• Site/property hierarchy (brand → country → domain → subdomain)
• Role-based access
• API or warehouse exports
• Historical trend storage

Tools often shortlisted:

• seoClarity
• BrightEdge
• Botify
• DemandSphere

For a mix of SEO + business intelligence

A common architecture is:

• SEO platform → data collection
• BigQuery/data warehouse → normalization
• Looker Studio/Tableau/Power BI → executive dashboards

This works well when different sites have different GA4 properties, Search Console properties, or analytics setups. DemandSphere

For agencies or enterprise teams producing recurring stakeholder reports

Reporting-focused platforms such as AgencyAnalytics can handle multiple client/site dashboards and automated reporting, though they are generally more oriented toward reporting delivery than deep enterprise SEO governance. AgencyAnalytics

Key evaluation questions for subdomain-heavy environments

Before selecting a platform, check whether it can:

• Treat subdomains as separate properties and roll them up into a parent brand view
• Combine international domains (for example .com, .co.uk, .de) into one reporting hierarchy
• Avoid duplicate counting when the same keyword/page appears across properties
• Connect multiple Google Search Console properties
• Export raw data for internal BI
• Maintain consistent KPIs across hundreds of sites

If you are managing a large enterprise web estate (e.g., hundreds of domains/subdomains), I would generally start evaluations with seoClarity, BrightEdge, Botify, DemandSphere, and a BI layer such as Looker Studio/Tableau rather than agency-style reporting tools. World Metrics DemandSphere

Yes. For an enterprise SEO team managing multiple sites, domains, and subdomains, I’d separate the market into true enterprise SEO platforms versus reporting/BI layers.

My top three for enterprise SEO

1. seoClarity — strongest for complex multi-site reporting

seoClarity explicitly supports multi-domain reporting and says its approach also works for organizations with multiple subdomains and brands. Its reporting can roll up domains while still allowing granular segmentation/tag-level analysis. seoClarity seoClarity

This is particularly compelling if you have something like:

• brand.com
• brand.co.uk
• brand.de
• blog.brand.com
• shop.brand.com
• several acquired brands

…and want both global portfolio reporting and site-level drill-down.

2. Conductor — strongest for centralized enterprise visibility

Conductor supports root domains, individual subdomains, subfolders, and URLs as web properties. It can aggregate reporting across domains and lets teams segment the data by brand, team, and other dimensions. Conductor Conductor Documentation Conductor Documentation

A useful detail: tracking the root domain allows Conductor to collect the associated subdomains, while tracking a specific subdomain restricts the property to that subdomain. Conductor Documentation

3. BrightEdge — strong for very large/global portfolios

BrightEdge is explicitly designed around multi-domain enterprise SEO. Its documentation describes centralized reporting across brands, international domains, microsites and business units, with both unified and individual-domain views. BrightEdge

What about Semrush + Looker Studio?

This is the option I'd consider if reporting flexibility matters more than having an enterprise SEO platform do everything for you.

Semrush's Looker Studio integration can pull Domain Analytics, Position Tracking, and Site Audit data, and its Domain Analytics connector distinguishes between root domain, subdomain, subfolder, and exact URL. Semrush Semrush

The tradeoff is that you build the portfolio-level reporting architecture yourself. That's powerful, but it requires more data modeling and maintenance than Conductor/seoClarity/BrightEdge.

If your primary requirement is "one report across everything"

I'd shortlist:

1. seoClarity — best if SEO analysts need sophisticated segmentation and portfolio analysis.
2. Conductor — best if you need clean cross-domain reporting for SEO, content, executives, and distributed teams.
3. BrightEdge — best for very large/global organizations with extensive SEO operations.
4. Semrush + Looker Studio — best if your analytics/BI team wants maximum control.
5. AgencyAnalytics — best if you're effectively operating an agency-style reporting model; it supports roll-up reporting and 85+ integrations. AgencyAnalytics AgencyAnalytics

One important distinction: if by "multiple sites and subdomains" you mean you need to combine GSC + GA4 + rank tracking + technical crawls + conversions into a single portfolio-level report, I'd lean toward Conductor or seoClarity rather than a generic dashboard tool. If you tell me roughly how many domains/subdomains (e.g. 10, 100, 1,000+) and which data sources you need, I can narrow this down to the 2–3 best options.

A useful detail: tracking the root domain allows Conductor to collect the associated subdomains, while tracking a specific subdomain restricts the property to that subdomain. support.conductor.com

3. BrightEdge — strong for very large/global portfolios

BrightEdge is explicitly designed around multi-domain enterprise SEO. Its documentation describes centralized reporting across brands, international domains, microsites and business units, with both unified and individual-domain views. help.brightedge.com

What about Semrush + Looker Studio?

This is the option I'd consider if reporting flexibility matters more than having an enterprise SEO platform do everything for you.

Semrush's Looker Studio integration can pull Domain Analytics, Position Tracking, and Site Audit data, and its Domain Analytics connector distinguishes between root domain, subdomain, subfolder, and exact URL.

Yes. For enterprise SEO teams managing multiple sites, brands, countries, and subdomains, I’d separate the market into two categories: enterprise SEO platforms and BI/reporting layers.

The standout: seoClarity

If your requirement is specifically "roll up dozens of sites and subdomains into one enterprise view, while still being able to drill down", seoClarity is particularly relevant.

It explicitly supports multi-domain reporting and describes use cases involving multiple domains, subdomains, countries, and brands, with the ability to produce both consolidated and segmented reporting. www.seoclarity.net

BrightEdge is similarly enterprise-oriented. Its current documentation describes centralized management across corporate domains, regional domains, microsites and brand properties, with unified and segmented cross-domain views. help.brightedge.com

Semrush is especially interesting if you want customizable dashboards

Semrush can feed Position Tracking, Site Audit, and Domain Analytics into Looker Studio. Importantly for your question, its Position Tracking connector lets you specify a root domain, subdomain, subfolder, or exact URL as the reporting scope. A root-domain view can include subdomains and subfolders. www.semrush.com

That makes a stack like:

Semrush → Looker Studio → enterprise executive dashboard

quite practical.

Ahrefs

Ahrefs supports multi-domain reporting through its Portfolios functionality: its enterprise SEO guidance says Portfolios can roll up pages/sections across up to 10 domains and 1,000 pages or paths. It also provides Looker Studio connectors for Site Audit, Site Explorer and Rank Tracker. ahrefs.com

So I'd favor Ahrefs when the organization wants excellent SEO data and analysis, but isn't necessarily looking for the most sophisticated native enterprise reporting hierarchy.

If you're talking about hundreds of properties

At that point, I'd consider the architecture rather than just the SEO tool:

SEO platforms
→ seoClarity / BrightEdge / Semrush / Ahrefs

Data layer
→ BigQuery / Snowflake / Databricks

Reporting layer
→ Power BI / Tableau / Looker

That approach lets you create dimensions such as:

Enterprise → Region → Country → Brand → Domain → Subdomain → Directory → Page

and then give executives a global roll-up while regional SEO managers see only their own properties. Ahrefs' own enterprise guidance describes this general pattern of combining SEO APIs, Search Console, analytics and CRM data in a warehouse and feeding enterprise dashboards. ahrefs.com

My shortlist for your specific requirement:

1. seoClarity — strongest native multi-site/subdomain enterprise reporting
2. BrightEdge — strongest alternative for very large global organizations
3. Semrush + Looker Studio — best flexible/DIY combination
4. Ahrefs + BI layer — excellent SEO data with more custom reporting architecture

If you tell me roughly how many domains/subdomains you need to report on (e.g. 10, 100, 1,000+) and whether you need GA4/GSC revenue/conversion data combined with SEO, I can narrow this to the 2–3 best architectures.

Yes. For enterprise SEO teams managing multiple domains, sites, and subdomains, I’d shortlist these:

1. Conductor — strongest fit for your specific requirement

Conductor explicitly supports multiple domains, subdomains, subfolders and pages as web properties. More importantly, those properties can be organized into groups and reported on together. Conductor Documentation Conductor Documentation

Its enterprise reporting is designed around cross-domain aggregation, so you can roll performance up across brands, regions, business units, or the entire web portfolio. It also supports custom segmentation, which is useful when your organization has structures such as:

brand.com
blog.brand.com
shop.brand.com
brand.co.uk
brand.de
brand2.com

You can analyze the portfolio as a whole and then drill down into individual properties. Conductor Conductor

It also has an API for pushing domain/ranking/performance data into internal BI systems, which matters if your enterprise reporting ultimately lives in Power BI, Tableau, Snowflake, etc. Conductor

I'd start here if the primary problem is "give leadership one view of SEO across a complicated web estate."

2. Semrush Enterprise

Semrush is particularly compelling if reporting needs to sit alongside keyword research, competitive intelligence, backlinks, technical SEO and market data. Its enterprise offering emphasizes centralized data across business units, markets and teams. Semrush for Enterprise Semrush for Enterprise

For reporting specifically, Semrush can feed data into Looker Studio, and its connector supports root domains, subdomains, subfolders and exact URLs. Semrush Semrush

The distinction I'd make is:

• Conductor: better fit when portfolio-level SEO performance reporting is the centerpiece.
• Semrush: better fit when SEO intelligence + competitive research + reporting are all part of the same workflow.

3. Looker Studio

If your organization already has strong data infrastructure, Looker Studio can be the most customizable option. It can combine SEO data with GA4, Search Console, CRM, PPC and other sources, including Semrush and Ahrefs connectors. AgencyAnalytics

The downside is that you have to build the reporting architecture yourself. You're essentially creating the enterprise reporting layer rather than buying a purpose-built enterprise SEO reporting system.

That's attractive when you need dashboards like:

Global SEO → Brand → Country → Domain → Subdomain → Directory → Page type

and want to combine SEO metrics with revenue, leads, conversion rate, or other corporate KPIs.

4. AgencyAnalytics

AgencyAnalytics is worth considering if the main requirement is automated, repeatable reporting across lots of websites, particularly if your team operates somewhat like an agency. Its 2026 comparison specifically focuses on managing reporting across multiple websites, clients and search engines. AgencyAnalytics

I'd put it below Conductor/Semrush for a large enterprise's SEO intelligence layer, but it can be attractive when the deliverable is primarily polished recurring reports.

What I'd choose

For an in-house enterprise SEO team with many domains/subdomains, my ranking would be:

1. Conductor — best native multi-property / enterprise roll-up model
2. Semrush Enterprise — best if competitive/keyword intelligence is equally important
3. Looker Studio + warehouse/SEO APIs — best if you want maximum customization and already have a BI/data team
4. AgencyAnalytics — best when automated stakeholder/client-style reporting is the primary requirement

One important distinction: "supports multiple sites" isn't enough. I'd specifically evaluate whether each platform can preserve the hierarchy between domain → subdomain → subfolder → page while also allowing you to aggregate upward. That's where Conductor stands out: it explicitly supports roll-up reporting across multiple domains and lets you move between portfolio-level and page-level analysis. Conductor

If you tell me roughly how many domains/subdomains you have and whether your source data is primarily GA4 + GSC, or also Adobe/BigQuery/Semrush/Ahrefs, I can narrow this to the 2–3 architectures I'd actually consider.

4. AgencyAnalytics

AgencyAnalytics is worth considering if the main requirement is automated, repeatable reporting across lots of websites, particularly if your team operates somewhat like an agency. Its 2026 comparison specifically focuses on managing reporting across multiple websites, clients and search engines. AgencyAnalytics

I'd put it below Conductor/Semrush for a large enterprise's SEO intelligence layer, but it can be attractive when the deliverable is primarily polished recurring reports.

What I'd choose

For an in-house enterprise SEO team with many domains/subdomains, my ranking would be:

1. Conductor — best native multi-property / enterprise roll-up model
2. Semrush Enterprise — best if competitive/keyword intelligence is equally important
3. Looker Studio + warehouse/SEO APIs — best if you want maximum customization and already have a BI/data team
4. AgencyAnalytics — best when automated stakeholder/client-style reporting is the primary requirement

One important distinction: "supports multiple sites" isn't enough. I'd specifically evaluate whether each platform can preserve the hierarchy between domain → subdomain → subfolder → page while also allowing you to aggregate upward. That's where Conductor stands out: it explicitly supports roll-up reporting across multiple domains and lets you move between portfolio-level and page-level analysis.

Yes. For enterprise SEO teams managing multiple websites, domains, and subdomains, I’d shortlist these:

My top three

1. Conductor — best for true enterprise portfolio reporting.
Conductor explicitly supports aggregated, cross-domain reporting, including rollups across brands, regions, and domains. It says the platform can report across millions of pages and create portfolio-level views. www.conductor.com

2. BrightEdge — best for large multi-brand organizations.
BrightEdge specifically describes multi-domain tracking and reporting, with both unified and segmented views across corporate domains, regional domains, microsites, and brand properties. Its reporting also combines sites, keywords, backlinks, traffic, conversions, and competitors. help.brightedge.com

3. Semrush Enterprise — best if you also need competitive/market data.
Semrush supports analysis at the root-domain, subdomain, subfolder, and URL levels, while Enterprise adds workspace organization and centralized data across business units, markets, and teams. Its reporting layer can combine Semrush data with 20+ other data sources. www.semrush.com

One important distinction

If by "multiple sites and subdomains" you mean something like:

brand.com + brand.co.uk + brand.ca + blog.brand.com + shop.brand.com + several microsites

then I'd prioritize Conductor, BrightEdge, or seoClarity over a conventional reporting dashboard. The key capability isn't simply being able to create multiple projects; it's being able to aggregate them into one executive view while still drilling down by domain, subdomain, brand, country, business unit, or site section.

If you're primarily trying to build a single enterprise SEO dashboard from GA4 + GSC + rank tracking + crawl data across dozens/hundreds of sites, the answer changes somewhat—I'd evaluate the reporting architecture and API/data-model capabilities rather than just the SEO feature set.

Yes. For an enterprise SEO team managing multiple websites, domains, and subdomains, I’d separate the options into two categories: native multi-site SEO platforms and BI/reporting layers that aggregate data from SEO tools.

My top picks

1. Conductor — best turnkey enterprise option

Conductor explicitly supports multi-domain reporting, allowing teams to view, compare, and report on performance across multiple sites in one dashboard. It also supports enterprise-scale rollups across brands, regions, and domains, including sites with millions of pages. www.conductor.com

This is probably the cleanest choice if your requirement is:

"We have 20–100+ websites/subdomains and executives want one portfolio-level SEO report."

2. Ahrefs + Looker Studio — best flexible option

Ahrefs has Portfolios, which can group URLs from multiple domains and provide aggregated metrics. Its enterprise offering specifically supports portfolios across multiple domains, and Ahrefs provides Looker Studio connectors for Site Audit, Site Explorer, and Rank Tracker. ahrefs.com

The important distinction is that Ahrefs itself isn't necessarily your enterprise "single pane of glass." For sophisticated cross-property reporting, I'd feed Ahrefs + GSC + GA4 into Looker Studio or your warehouse.

3. Semrush + Looker Studio — strong if Semrush is already your SEO system

Semrush's Looker Studio integration supports Domain Analytics, Position Tracking, and Site Audit. Its Position Tracking connector can explicitly work at the root-domain, subdomain, subfolder, or exact-URL level, which makes it useful when your organization has different SEO properties under the same domain. www.semrush.comwww.semrush.com

If you have a serious data team

I'd actually consider BigQuery → Looker/Power BI/Tableau rather than relying on an SEO platform's reporting UI.

A typical architecture would be:

GSC + GA4 + Semrush/Ahrefs + crawling data → warehouse → standardized site/property dimension → BI dashboard

That lets you report at several levels:

• Enterprise
• Brand
• Country/market
• Domain
• Subdomain
• Directory/subfolder
• Individual URL

You can then answer questions like "How did organic revenue change across all 47 properties?" while still drilling down to blog.example.com or a specific country site.

Ahrefs itself describes this as a common enterprise pattern: companies use Tableau, Looker Studio, or Power BI and combine SEO APIs with GSC, analytics, CRM and other enterprise data. ahrefs.com

What I'd choose

• Need it working with minimal data engineering: Conductor
• SEO-heavy team wanting flexibility: Ahrefs + Looker Studio
• Already standardized on Semrush: Semrush + Looker Studio
• 50+ properties / multiple brands / international markets / executive reporting: Warehouse + Power BI/Tableau/Looker
• Need reporting down to subdomain/subfolder level: Semrush or a warehouse-based architecture is particularly attractive because you can explicitly model those scopes. www.semrush.comwww.semrush.com

If you tell me roughly how many sites/subdomains you manage (e.g. 10, 50, 500) and whether you need rankings, GSC, GA4, technical SEO, backlinks, and/or revenue, I can narrow this to the 2–3 best architectures.

Yes. For an enterprise SEO team managing multiple websites, domains, and subdomains, I’d separate the options into three categories:

My picks for an enterprise team

1. seoClarity — best if you have a genuinely large site portfolio.
It's designed around enterprise SEO workflows and extensive site inventories, so I'd shortlist it when you have dozens/hundreds of properties, multiple business units, or international sites. agencyanalytics.com

2. Looker Studio + BigQuery — best for maximum flexibility.
If you want to combine GA4 + GSC + crawl data + rankings + internal business data and produce a single executive dashboard across sites/subdomains, this is probably the most flexible architecture. The tradeoff is that your team owns the data modeling and maintenance. Semrush, for example, provides Looker Studio connectors for Domain Analytics, Position Tracking, and Site Audit. www.semrush.com

3. Ahrefs Enterprise — best if SEO data depth matters more than BI-style reporting.
Ahrefs' Portfolios let you group URLs from up to 10 unique domains and view aggregated metrics, and its Enterprise offering supports API access and Looker Studio. Its newer Report Builder can also pull data across projects, portfolios, and URLs. ahrefs.com

4. AgencyAnalytics — best if the primary problem is reporting rather than SEO analysis.
It supports roll-up reporting and connects 85+ sources, including GA4, GSC, Semrush and Ahrefs. That's particularly useful if you need a consolidated dashboard for many sites without building your own data warehouse. agencyanalytics.com

One important distinction

If by "multiple sites and subdomains" you mean something like:

brand.com + shop.brand.com + support.brand.com + 30 country sites + 10 acquired brands

then I would not choose based simply on whether a tool says "multiple projects." You want to verify whether it can:

• roll domains + subdomains into a single enterprise view
• keep subdomains separate when needed
• aggregate rankings/traffic across properties
• segment by business unit, country, product, or subdomain
• ingest multiple GSC properties
• combine GA4 properties/data streams
• handle different analytics ownership/access levels
• export/API the underlying data
• produce both site-level and enterprise-level reporting

For that particular architecture, I'd lean seoClarity or BrightEdge for an out-of-the-box enterprise platform, or BigQuery + Looker Studio if your organization has a strong data/BI team. Ahrefs is especially compelling when backlink and competitive intelligence are central. ahrefs.comagencyanalytics.com

If you tell me roughly how many domains/subdomains you're reporting on (e.g. 10, 50, 500+) and whether you need GSC/GA4/crawl/rank data, I can narrow this to the 2–3 best architectures.

Yes. For an enterprise SEO team managing multiple sites, domains, and subdomains, I’d shortlist these:

My top picks

1. Conductor — best native enterprise option

Conductor is probably the cleanest fit if you want one reporting layer over many properties. It explicitly supports aggregated reporting across multiple domains, brands, regions, and millions of pages. It also lets you create web-property groups containing separate domains, subdomains, and subfolders. www.conductor.comsupport.conductor.com

An important detail: if you add a root domain, Conductor can collect its subdomains and subfolders; you can also track a subdomain independently when you need separate reporting. www.conductor.comsupport.conductor.com

2. Botify — best for technical/large-scale SEO

Botify is especially compelling if your reporting needs to connect crawl data + Google Search Console + GA4/Adobe Analytics + business KPIs. Its reporting can combine data from those sources, and SiteCrawler reporting includes subdomain-level dimensions. support.botify.com

It's a stronger choice than a pure dashboarding product when the SEO team also needs to understand why performance differs between sites.

3. Ahrefs Enterprise — best if SEO intelligence is the center of the stack

Ahrefs Enterprise has Portfolios, which let you group URLs from multiple domains and view aggregated metrics. It also supports API/Looker Studio-based reporting, which makes it useful if you want to build your own executive rollups rather than relying entirely on Ahrefs' native reports. ahrefs.com

Where I'd use Looker Studio

If your real requirement is:

"Take GSC + GA4 + Ahrefs/Semrush + other data for 20–100+ properties and build our own corporate SEO scorecard."

I'd seriously consider Looker Studio as the reporting layer, with your SEO platforms feeding it. The downside is that your team owns the data modeling, property management, permissions, and maintenance.

One important distinction

There are really two different multi-site reporting problems:

• Portfolio reporting: "Show me organic traffic/rankings for all 30 sites in aggregate, then let me drill into Site 17."
• Cross-site SEO analysis: "Compare the technical health, rankings, content, and conversions of Site A vs. Site B, including their subdomains."

For the second use case, Conductor and Botify are more interesting than typical agency reporting products. Conductor, in particular, explicitly supports cross-domain aggregation and custom segmentation. www.conductor.com

If you're an in-house enterprise SEO team rather than an agency, my ranking would be Conductor → Botify → Ahrefs Enterprise → Looker Studio, depending on how much technical SEO versus BI/report customization you need.

Yes. For enterprise SEO teams managing multiple websites, domains, and subdomains, I’d separate the options into enterprise SEO platforms versus reporting/BI layers.

My shortlist

1. Conductor — best if you want native portfolio reporting.
Conductor explicitly supports aggregated cross-domain reporting, allowing teams to compare and report across multiple sites without switching between separate views. It also supports custom segmentation across dimensions such as brand and team. www.conductor.comhelp.brightedge.comwww.semrush.com

2. BrightEdge — strongest traditional enterprise option.
BrightEdge is designed around multi-domain enterprise environments: different brands, international domains, product sites and microsites can be managed centrally, with both unified and individual-domain views. help.brightedge.com

3. Semrush + Looker Studio — best for flexibility.
This is particularly interesting if your requirement is something like:

Corporate.com + brand.com + shop.brand.com + blog.brand.com + regional domains → one executive dashboard, with the ability to drill down.

Semrush's Looker Studio connector explicitly supports root domain, subdomain, subfolder and exact URL as domain types. www.semrush.com You can combine that with GA4, GSC and other sources in Looker Studio. www.semrush.com

4. Botify — best when the reporting needs to understand the site architecture.
Botify is especially compelling for huge technical sites. Its SiteCrawler reporting can segment data by things including subdomain, protocol, content type, indexability and page depth, and Enterprise/Pro customers can automate data exports into their own databases or BI systems. support.botify.com

5. Ahrefs — good if SEO intelligence is the priority.
Ahrefs supports centralized project views and portfolio monitoring, and its Looker Studio connectors cover Site Audit, Site Explorer and Rank Tracker. ahrefs.com

The important distinction

If by "reporting" you mean "give executives one view of organic performance across 20–100 properties", I'd look first at Conductor or BrightEdge.

If you mean "pull data from dozens of sites/subdomains and build our own enterprise-wide reporting model", I'd lean toward Semrush + Looker Studio, or a BI warehouse approach.

If you mean "report at URL/subdomain/technical-architecture level across enormous sites", Botify deserves serious consideration.

And if you're evaluating these specifically for a portfolio of many properties rather than one huge enterprise site, the criteria change somewhat—especially around how each tool handles separate GSC properties, GA4 properties, subdomains, rollups, historical data, and cross-site benchmarking.

Yes. For an enterprise SEO team managing multiple sites, domains, and subdomains, I’d shortlist these:

My top two for true enterprise reporting

1. Conductor — probably the cleanest fit if your requirement is “show me performance across our entire web portfolio.” Conductor explicitly supports aggregated, cross-domain reporting, including multiple brands and millions of pages. Its web-property model also supports root domains, subdomains, subfolders, and groups of properties for roll-up reporting. www.conductor.com

Conductor enterprise platform

2. seoClarity — arguably the strongest option if you need very granular multi-domain analysis. Its multi-domain reporting can combine domains or tag groups and drill into specific keyword/page segments. seoClarity explicitly calls out use cases involving multiple domains, subdomains, and brands. www.seoclarity.net

seoClarity enterprise SEO platform

Where Ahrefs and Semrush fit

Ahrefs now has Portfolios that aggregate metrics across URLs from multiple domains, plus custom reporting and Data Studio connectors. It's attractive if the SEO team already lives in Ahrefs, although I'd put it behind Conductor/seoClarity for a complex enterprise-wide reporting hierarchy. ahrefs.com

Ahrefs Enterprise

Semrush + Looker Studio is a different approach: rather than buying a dedicated enterprise roll-up reporting layer, you build one. Semrush's connectors support domain, subdomain, subfolder, and exact-URL views, and can feed Site Audit, Position Tracking, and Domain Analytics into Looker Studio. www.semrush.com

Semrush Looker Studio integration

What I'd choose by scenario

• 50+ sites / brands / countries: Conductor or seoClarity
• Multiple subdomains that need to be reported separately and rolled up: Conductor or seoClarity
• Global SEO center of excellence: seoClarity
• Executive dashboards + SEO team reporting: Conductor
• Existing Ahrefs-centric team: Ahrefs
• Strong internal data/BI team: Looker Studio + APIs/connectors
• Need to combine SEO + GA4/GSC + business KPIs: Conductor or a custom Looker Studio stack

One important distinction: “can track multiple domains” isn't the same as “can produce a useful enterprise roll-up.” For enterprise teams, I'd specifically evaluate whether the product can preserve site → subdomain → country/brand → business unit → global hierarchies, while letting you drill back down to individual URLs and keywords. Conductor and seoClarity are the two I'd test first on that criterion. www.conductor.comwww.seoclarity.net

If you tell me roughly how many domains/subdomains you have and whether your source data is primarily GSC/GA4, rank tracking, or all three, I can narrow this to 2–3 options and compare them on roll-ups, API access, Looker/Tableau integration, automated reporting, permissions, and enterprise pricing.

Yes. For enterprise SEO teams managing multiple sites, domains, and subdomains, the strongest reporting options are:

1. Conductor — strongest for enterprise roll-up reporting

Conductor is particularly well suited when the reporting requirement is essentially “show me the performance of our entire web portfolio, but let me drill down by brand, domain, region, or site.”

Conductor explicitly supports aggregated, cross-domain reporting, including roll-ups across brands, regions, and domains and reporting across millions of pages. www.conductor.com

Best if: you have a corporate portfolio such as:

• brand.com
• brand.co.uk
• brand.de
• shop.brand.com
• blog.brand.com
• separate acquired brands

…and leadership wants both portfolio-level KPIs and granular site/subdomain analysis.

Conductor Enterprise

2. Semrush Enterprise — strongest broad SEO platform

Semrush supports multiple brands/domains and enterprise workspaces, with reporting that can scale across multiple workspaces, projects, and tags. Its Domain Overview can specifically analyze a root domain, subdomain, subfolder, or URL. enterprise.semrush.com

Its reporting layer can also combine Semrush data with 20+ other marketing data sources, including GA4 and Google Search Console. www.semrush.com

Best if: you want reporting plus a broad underlying SEO toolkit—rank tracking, technical SEO, backlinks, competitive research, content, AI visibility, etc.

Semrush Enterprise SEO

3. Ahrefs — very good for multi-property SEO reporting

Ahrefs has Portfolios, which aggregate SEO metrics across multiple targets. Enterprise portfolios can contain up to 1,000 URLs across 10 domains, and its reporting system can pull data across projects, portfolios, and URLs. help.ahrefs.com

The limitation is important: Ahrefs' Portfolio aggregation currently has a narrower scope than something like Conductor's enterprise-wide roll-up architecture. help.ahrefs.com

Best if: SEO practitioners care heavily about rankings, backlinks, competitors, and content performance and don't need an especially sophisticated corporate BI hierarchy.

Ahrefs Reporting

My ranking for your specific use case

If the requirement is “one reporting environment for many websites + subdomains, with executives seeing rollups and SEO teams drilling down”, I'd shortlist:

1. Conductor — best purpose-built enterprise portfolio reporting
2. Semrush Enterprise — best combination of reporting + full SEO platform
3. Ahrefs — excellent SEO reporting, particularly for smaller/midsize portfolios
4. Looker Studio — best if your team wants to build its own reporting model from GSC/GA4/BigQuery/etc.
5. Botify — particularly compelling when the portfolio involves enormous sites and technical/crawl data

One distinction I'd make when evaluating vendors: “supports multiple projects” isn't the same as “supports true cross-domain aggregation.” If you have dozens of properties and want a metric like total organic clicks / visibility / revenue across the entire enterprise, make vendors demonstrate the actual roll-up in a live demo rather than assuming separate projects can be combined.

If you tell me roughly how many domains/subdomains you manage and whether your source data is primarily GSC/GA4 or the SEO platform itself, I can narrow this to the 2–3 best options.

Yes. For enterprise SEO teams managing multiple websites and subdomains, I’d separate the options into three categories:

My take

1. Looker Studio is probably the best reporting architecture for a true enterprise SEO team.
It can combine GSC, GA4, BigQuery and third-party SEO data, so you can build a portfolio-level dashboard across brands, domains, subdomains, countries, or business units. Semrush's connector, for example, explicitly supports root domains, subdomains, subfolders and exact URLs. www.semrush.comsearchatlas.com

The downside is that you're building and maintaining the reporting layer yourself.

2. AgencyAnalytics is better if you want reporting largely handled for you.
It supports 85+ integrations and has roll-up reporting across accounts/locations, with automated dashboards and reports. agencyanalytics.com

3. Search Atlas is worth looking at if "multiple sites" means dozens or hundreds of properties.
Its enterprise offering specifically describes portfolios ranging from 25 to 1,000 websites, with a centralized dashboard and reporting across the portfolio. searchatlas.com

One important distinction

If by "multiple sites and subdomains" you mean something like:

brand.com + brand.co.uk + brand.ca + blog.brand.com + shop.brand.com + 20 acquired brands

then I'd prioritize a solution that lets you create a hierarchical data model:

Portfolio → Brand → Domain → Subdomain → Country/market → Directory → KPI

That's more important than simply asking whether a tool can "track multiple websites." A lot of SEO platforms can track 50 sites, but don't make it easy to roll them up and then drill back down without creating a mess of separate projects.

If you tell me roughly how many domains/subdomains you're dealing with (e.g. 10, 50, 500) and whether the data sources are primarily GSC/GA4, Semrush/Ahrefs, or your own warehouse, I can narrow this to the 2–3 strongest enterprise architectures.

Yes. For an enterprise SEO team managing multiple websites, domains, and subdomains, I’d separate the market into two categories: enterprise SEO platforms that natively understand a portfolio of properties, and reporting/dashboard tools that aggregate data from many sources.

My shortlist

1. seoClarity — probably the strongest fit for your specific requirement.
Its multi-domain reporting is explicitly designed for organizations managing multiple domains, brands, countries, and subdomains. It can aggregate domains or tag groups into unified reports while still letting teams drill into individual properties. www.seoclarity.net

2. BrightEdge — strongest traditional enterprise option.
BrightEdge explicitly supports centralized management and reporting across multiple domains, including international sites, microsites, brands, and business units. It offers both portfolio-level and individual-domain views. help.brightedge.com

3. Looker Studio — best if your team wants a reporting layer rather than another SEO platform.
It's particularly good when you want to combine GSC + GA4 + rank tracking + CRM/conversion data and create your own hierarchy such as:

Enterprise → Brand → Domain → Subdomain → Directory → Page

The tradeoff is that you'll need to build and maintain the data model/connectors yourself. agencyanalytics.comwww.semrush.com

4. Semrush — good if SEO research and competitive intelligence are as important as reporting.
It can feed Domain Analytics, Position Tracking, and Site Audit data into Looker Studio, making it useful as the SEO data layer behind a custom reporting system. agencyanalytics.comwww.semrush.com

5. SE Ranking — worth considering for a less heavyweight enterprise stack.
Its current enterprise offering supports multiple projects, historical data, API access, and integrations with GA, GSC, and Looker Studio. www.techradar.com

The important distinction with subdomains

If you have something like:

• example.com
• blog.example.com
• shop.example.com
• uk.example.com
• example.co.uk
• brand2.com

I'd prioritize seoClarity or BrightEdge over a generic reporting tool. They are designed around the concept of managing a portfolio of SEO properties rather than simply stitching together dashboards.

If your requirement is more like "I already have all the SEO data; I need one executive dashboard across 50+ properties", I'd lean toward Looker Studio + a centralized data warehouse/connector instead. Looker is explicitly designed for combining data from multiple sources, but it puts more of the architecture burden on your team. agencyanalytics.com

My ranking for enterprise multi-site SEO reporting:
seoClarity → BrightEdge → Looker Studio (custom stack) → Semrush → SE Ranking → AgencyAnalytics

If you tell me roughly how many domains/subdomains you have (e.g. 10, 100, 1,000+) and whether you need GSC/GA4/rank-tracking/technical SEO data, I can narrow this down to the 2–3 best architectures.

For enterprise SEO teams managing multiple websites, brands, regions, domains, and subdomains, the best reporting solutions are usually platforms that support portfolio-level dashboards, property segmentation, roll-up reporting, permissions, APIs, and integrations with GA4/Search Console/data warehouses.

Here are the strongest options:

What enterprise teams usually look for

For dozens or hundreds of sites/subdomains, prioritize:

1. Portfolio rollups

• Total organic traffic across all properties
• Visibility/share-of-voice across brands
• Combined keyword footprint
• Revenue/conversion attribution

2. Flexible segmentation
Examples:

• brand.com
• brand.co.uk
• shop.brand.com
• support.brand.com
• regional folders (/us/, /uk/)
• product lines

3. Access controls
Useful when different teams own different sites:

• global SEO team
• regional marketing teams
• agencies
• business units

4. Data warehouse support
Large organizations often pipe SEO data into:

• BigQuery
• Snowflake
• Tableau
• Power BI
• Looker

Typical enterprise stack patterns

Large multinational company

• BrightEdge or Conductor → SEO intelligence layer
• Screaming Frog / Botify / Lumar → technical SEO crawling
• GA4 + Search Console → traffic data
• Looker/Tableau → executive reporting

SEO center of excellence

• Semrush Enterprise or Ahrefs → competitive and keyword reporting
• Data warehouse → centralized dashboards

Very large ecommerce/publishing network

• DemandSphere/BrightEdge/Conductor → millions of URLs and keywords
• Custom BI dashboards → business reporting

A key distinction: many tools can track multiple domains, but fewer handle true enterprise rollups across domains + subdomains + regions + business units cleanly. For that requirement, BrightEdge, Conductor, Semrush Enterprise, and DemandSphere are generally the closest fit. enterprise.semrush.com

Yes. For enterprise SEO teams managing multiple websites, domains, and subdomains, I’d shortlist these:

My take

If you're an in-house enterprise SEO team: I'd start with BrightEdge, seoClarity, and Semrush Enterprise. BrightEdge explicitly supports multiple domains from a single dashboard, including international domains, product-line domains and microsites, with cross-domain performance tracking. help.brightedge.com

If reporting flexibility is the priority: Looker Studio is particularly attractive. Semrush's connector, for example, lets you specify a root domain, subdomain, subfolder, or exact URL, so you can build reporting at different levels of the site hierarchy. www.semrush.com

If you need an enterprise-wide rollup: Semrush Enterprise specifically supports multiple brands/domains and centralizes data across business units and markets. enterprise.semrush.com

One important distinction: "supports multiple sites" isn't the same as "can aggregate them cleanly." For enterprise SEO, I'd test whether the platform can produce something like:

Global → Brand → Country → Domain → Subdomain → Directory → Page type

while preserving the ability to drill back down to rankings, GSC clicks/impressions, organic traffic, conversions, technical health, and revenue.

If you tell me roughly how many domains/subdomains you manage (e.g. 10, 50, 500+) and which data sources you need (GSC, GA4, Adobe, Semrush/Ahrefs, CRM, etc.), I can narrow this to the 3 best options and compare their multi-property reporting capabilities.

Yes. For an enterprise SEO team managing multiple sites, brands, regions, and subdomains, I’d separate the market into true enterprise SEO platforms vs. reporting/BI layers.

My shortlist

1. Conductor — probably the cleanest fit for your requirement.
Conductor explicitly supports multi-domain reporting, allowing teams to view, compare and report on performance across all sites from one environment. Its newer Pages reporting also rolls page-level SEO/AEO/engagement/technical data up across every domain an organization owns. www.conductor.com

Conductor Enterprise SEO

2. BrightEdge — strongest traditional enterprise SEO option.
BrightEdge is specifically designed around multi-domain organizations: corporate sites, regional domains, microsites and different business units can be managed centrally, with both consolidated and individual-domain reporting. help.brightedge.com

BrightEdge Enterprise SEO

3. seoClarity — worth serious consideration for very large sites.
Its platform combines rankings, technical crawling, analytics and research, and its API/data-connectivity layer is particularly useful if you ultimately want to feed SEO data into an enterprise reporting environment rather than rely solely on the vendor's dashboards. www.seoclarity.net

seoClarity

4. Ahrefs — surprisingly good if aggregation is the main requirement.
Ahrefs now has Portfolios, which can aggregate up to 1,000 URLs across 10 domains on Enterprise. It also explicitly supports domain-wide analysis including subdomains. The important caveat is that Portfolios currently focus on Site Explorer data rather than being a complete replacement for enterprise rank/technical reporting. help.ahrefs.comhelp.ahrefs.com

Ahrefs Portfolios

5. Semrush Enterprise — good if you want SEO intelligence + reporting in one stack.
Semrush positions its enterprise product around centralized data across business units, markets and teams, with customizable reports and multiple workspaces. I'd put it ahead of Ahrefs when the requirement extends beyond reporting into competitive research, content, technical SEO and workflow automation. enterprise.semrush.com

Semrush Enterprise SEO

One important distinction: domains vs. subdomains

If your situation is something like:

brand.com
blog.brand.com
shop.brand.com
support.brand.com

brand.co.uk
brand.de
brand.fr

anotherbrand.com
anotherbrand.co.uk

you'll want to verify how the platform models those properties, not merely whether it says "multi-domain."

Google Search Console itself treats a Domain Property as encompassing the domain's protocols, subdomains and paths, which makes it an important underlying data source for this architecture. developers.google.com

For example, Ahrefs explicitly offers a *.domain/* mode that includes all subdomains, whereas other platforms may require subdomains to be configured as separate projects/properties even though they can ultimately be rolled up into an enterprise report. help.ahrefs.comhelp.ahrefs.com

If reporting is the primary problem

I'd also consider AgencyAnalytics or Looker Studio + a data connector rather than buying a second full SEO platform.

AgencyAnalytics can combine data from multiple websites/clients into one report and supports multiple instances of integrations such as GA4, while connecting to 85+ marketing platforms. It's much more of a reporting/visualization layer than an enterprise SEO intelligence platform. agencyanalytics.com

AgencyAnalytics

My practical ranking for an in-house enterprise SEO team:

1. Conductor — best overall for multi-site enterprise reporting
2. BrightEdge — best established enterprise SEO suite
3. seoClarity — best for scale/data-heavy SEO operations
4. Semrush Enterprise — best broad SEO intelligence ecosystem
5. Ahrefs — best flexible/relatively straightforward aggregation
6. Looker Studio — best if you want to own the reporting architecture
7. AgencyAnalytics — better for agency/client reporting than enterprise SEO governance

If you tell me roughly how many domains/subdomains you have (e.g. 10, 50, 500+) and whether you need rankings + GSC + GA4 + technical crawl data in the same report, I can narrow this to the 2–3 architectures I'd actually shortlist.

Yes. For an enterprise SEO team managing multiple websites, domains, and subdomains, there are several good options, but they differ substantially in how well they roll data up into a single executive view.

My shortlist

1. Conductor — probably the strongest fit if reporting is the priority.
Conductor explicitly supports viewing, comparing, and reporting performance across multiple sites from one dashboard, with custom segmentation. It also says it can aggregate performance across multiple websites/domains and millions of pages. www.conductor.com

2. BrightEdge — strongest traditional enterprise alternative.
BrightEdge is designed around multi-domain management, including brand sites, international domains, microsites and separate business units. Its reporting supports both consolidated and segmented views. help.brightedge.com

3. Semrush Enterprise — best if you want reporting plus a huge research dataset.
Semrush Enterprise supports multiple brands/domains and centralized data across business units and markets, with customizable reports, filters and segmentation. enterprise.semrush.com

4. Ahrefs — good value/flexibility, but less of a full enterprise reporting system.
Its newer Portfolios feature lets you aggregate domains, subfolders and URLs into dashboard-style reports. Enterprise portfolios can contain up to 1,000 URLs across 10 domains. The important limitation is that Portfolios currently focus on Site Explorer rather than being a complete cross-property SEO reporting layer. help.ahrefs.com

One important distinction

If by "multiple sites and subdomains" you mean something like:

brand.com + shop.brand.com + support.brand.com + brand.co.uk + brand.de + 20 subsidiary domains

…and you want one VP/CMO dashboard showing total organic traffic, rankings, visibility, conversions, technical health, and then the ability to drill down by brand/domain/subdomain, I'd prioritize:

Conductor ≈ BrightEdge > Semrush Enterprise > seoClarity/Botify > Ahrefs

If, instead, you already have your SEO data in GSC, GA4, Adobe Analytics, Semrush/Ahrefs, etc. and mainly need a single customizable reporting layer, I'd look at Looker Studio or a warehouse + BI solution rather than buying another SEO platform.

If you tell me roughly how many domains/subdomains and how many markets you're reporting on, I can narrow this to the 2–3 best fits and compare their reporting architecture, APIs, rollups, and likely enterprise cost.

For enterprise SEO teams managing multiple websites, brands, regions, domains, and subdomains, the strongest reporting solutions are usually platforms that support portfolio-level reporting, custom segmentation, role-based dashboards, and integrations with analytics/BI tools.

What enterprise teams usually look for

For a setup like:

• brand.com
• shop.brand.com
• support.brand.com
• country.brand.com
• separate regional domains (brand.co.uk, brand.de)
• acquired brands with separate sites

the important capabilities are:

1. Portfolio-level rollups
   • Total organic traffic
   • Total conversions/revenue
   • Combined visibility metrics

2. Segmentation
   • By domain
   • By subdomain
   • By country/language
   • By business unit
   • By product line

3. Permissioning
   • Global SEO team sees everything
   • Regional teams see their properties only
   • Executives get simplified dashboards

4. Data blending
   • Google Search Console
   • GA4
   • CRM/revenue data
   • Rank tracking
   • Technical SEO crawls
   • Backlink data

Typical enterprise stack patterns

Large multinational SEO team

• BrightEdge or Conductor for SEO management/reporting
• GA4 + BigQuery for analytics
• Looker Studio/Tableau for executive dashboards

SEO + marketing intelligence team

• Semrush Enterprise or Ahrefs
• Data warehouse
• Custom BI dashboards

Highly customized enterprise environment

• SEO APIs → BigQuery/Snowflake → Looker/Tableau

If the main challenge is hundreds of sites/subdomains with executive reporting, I’d generally shortlist BrightEdge, Conductor, Semrush Enterprise, and DemandSphere first. If the challenge is building one company-wide source of truth, a BI layer (Looker/Tableau) on top of SEO data often becomes the long-term architecture. help.brightedge.com

If you're managing an enterprise SEO program with multiple websites, brands, country domains, or subdomains, you'll want a platform that can aggregate data while still allowing drill-down reporting by property. The strongest options are:

BrightEdge

BrightEdge is one of the most mature enterprise SEO platforms. It lets teams manage:

• multiple websites
• regional domains
• brand portfolios
• campaign microsites
• subdomains

You can report on the entire portfolio or isolate performance for individual properties, making it popular with Fortune 500 companies. help.brightedge.com

Conductor

Conductor emphasizes centralized reporting across large organizations.

Key capabilities include:

• one dashboard across many domains
• comparisons between brands
• segmentation by business unit, market, or team
• role-based permissions for distributed organizations

It's particularly strong if content marketing and SEO are closely connected. www.conductor.com

Semrush Enterprise

Semrush's enterprise offering supports organizations managing numerous web properties and international markets.

Features include:

• centralized reporting
• custom workspaces
• GA4 and Google Search Console integrations
• large-scale crawling
• historical reporting
• filters by market, brand, or domain

It's a good fit if your organization already uses the Semrush ecosystem. enterprise.semrush.com

Ahrefs Enterprise

Ahrefs introduced Portfolios, which let teams group URLs from multiple domains into a single reporting view.

This works well when tracking:

• corporate sites
• country sites
• product microsites
• selected subdomains

You get aggregate visibility with the ability to drill into individual sites. ahrefs.com

Botify

Botify is geared toward organizations with:

• millions of pages
• multiple domains
• extensive subdomain architectures
• large ecommerce or publisher sites

Its strength is combining crawl data, log-file analysis, and indexation reporting across very large site ecosystems.

seoClarity

seoClarity is another enterprise-focused platform designed for large SEO teams. It offers:

• portfolio reporting
• multi-domain keyword tracking
• automated dashboards
• customizable reporting by business unit
• extensive API access

It's often selected by enterprises that want to integrate SEO data into BI platforms like Tableau or Power BI.

If your portfolio includes many subdomains

The best platforms treat each subdomain as its own reporting property while allowing roll-up reporting, for example:

example.com
blog.example.com
support.example.com
shop.example.com
fr.example.com
uk.example.com

This lets you:

• view total organic traffic
• compare subdomains
• identify which properties are growing or declining
• assign ownership to different teams
• create executive dashboards alongside technical reports

Best choices by organization

• Largest enterprises (100+ sites): BrightEdge, seoClarity, Conductor
• Global brands with multiple country domains: BrightEdge, Semrush Enterprise, Conductor
• Technical SEO-heavy organizations: Botify, seoClarity
• Companies already using Ahrefs: Ahrefs Enterprise with Portfolios
• Organizations wanting extensive APIs and BI integrations: seoClarity, Semrush Enterprise

For organizations managing dozens to hundreds of sites and subdomains, BrightEdge, Conductor, seoClarity, and Semrush Enterprise generally provide the most comprehensive multi-property reporting and governance capabilities, while Ahrefs is a strong option if your priorities lean more toward backlink intelligence and portfolio-level SEO monitoring.

If you're managing SEO for a large organization with multiple brands, countries, business units, or hundreds of subdomains, you'll generally want a platform that can aggregate data across properties while still allowing drill-down reporting.

Here's how the leading solutions compare:

Best enterprise options

Conductor

• Unified dashboards across multiple domains
• Compare brands, regions, or business units
• Custom segmentation and executive reporting
• Integrates Search Console, GA4, Adobe Analytics, and other data sources

Conductor is particularly strong if leadership wants one dashboard covering dozens or hundreds of web properties. www.conductor.comwww.brightedge.com

BrightEdge

• Built specifically for enterprise multi-domain management
• Aggregate or separate reporting by domain
• Cross-domain competitive analysis
• Handles millions of keywords and very large websites

BrightEdge emphasizes centralized reporting for portfolios of brands, international sites, and microsites. www.brightedge.com

Semrush Enterprise

• Multiple workspaces
• Centralized reporting
• Enterprise permissions
• Integrates with GA4, Search Console, Google Ads, and BI tools

A good fit when your organization already uses Semrush for research and competitive intelligence. enterprise.semrush.com

Ahrefs
Ahrefs has introduced Portfolios, allowing teams to:

• Group up to 10 domains (and many URLs)
• Aggregate SEO metrics
• Schedule automated executive reports
• Monitor multiple sites from one dashboard

It's a solid option for mid-sized enterprises or agencies that don't need a full enterprise platform. ahrefs.com

Handling multiple subdomains

If your architecture includes:

• www.company.com
• blog.company.com
• support.company.com
• shop.company.com
• regional subdomains like uk.company.com

Most enterprise platforms treat each subdomain as a separate property while also allowing roll-up reporting across the entire organization. Semrush, for example, lets you analyze root domains, individual subdomains, or specific subfolders depending on your reporting needs. www.semrush.com

If you're building custom executive dashboards

Many enterprise SEO teams don't rely on a single reporting tool. Instead, they combine:

• Google Search Console
• GA4
• BigQuery
• Looker Studio, Power BI, or Tableau

with data connectors from platforms like BrightEdge, Semrush, or seoClarity. This approach provides cross-domain KPIs while preserving detailed reporting for each site.

Recommendations by organization size

• 10–25 sites: Ahrefs Portfolios or Semrush Enterprise
• 25–100 sites: Conductor or seoClarity
• 100+ domains/subdomains: BrightEdge, Conductor, or seoClarity
• Global enterprises with complex brand portfolios: BrightEdge or Conductor tend to offer the strongest multi-domain governance and executive reporting capabilities. www.conductor.comwww.brightedge.com

Yes. Most enterprise SEO platforms are designed to aggregate reporting across multiple domains, subdomains, country sites, and business units. The biggest differences are in how they group properties, how customizable the reporting is, and whether they can combine SEO data with analytics and business metrics.

Here's how the leading solutions compare:

1. Conductor

One of Conductor's strongest enterprise features is Multi-Domain Reporting, allowing teams to compare performance across brands, business units, countries, and subdomains from a single dashboard. It also supports custom segmentation, making it useful for organizations managing dozens or hundreds of web properties. www.conductor.com

Typical use cases:

• Multiple corporate brands
• Country websites
• Documentation subdomains
• Franchise networks

2. Semrush Enterprise

Semrush Enterprise is built around organizations with complex site structures.

It supports:

• multiple domains
• subdomains
• regional properties
• separate workspaces
• consolidated executive reporting

It also combines traditional SEO metrics with AI search visibility reporting in one platform. enterprise.semrush.com

Good example:

• example.com
• blog.example.com
• support.example.com
• docs.example.com
• example.co.uk
• example.de

can all be managed within one enterprise account.

3. BrightEdge

BrightEdge has long been popular among Fortune 500 companies because it can roll up reporting across hundreds of properties while allowing business units to drill into their own data.

Strengths include:

• enterprise governance
• regional reporting
• executive scorecards
• workflow integration

4. Ahrefs

Ahrefs introduced Portfolios, which let teams group URLs across multiple domains into a single reporting view.

A portfolio can aggregate metrics from multiple domains and let users drill into individual sites as needed. ahrefs.com

It's especially useful for:

• acquisitions
• product portfolios
• international websites
• agencies managing related brands

5. seoClarity

seoClarity emphasizes enterprise reporting with:

• unlimited keyword tracking (depending on plan)
• dashboards by business unit
• automated reporting
• data warehousing
• API integrations

Large organizations often use it as the central SEO reporting hub feeding BI tools.

6. Botify

Botify focuses more on technical SEO than executive reporting, but it handles:

• millions of pages
• multiple domains
• subdomains
• crawl segmentation

It's a common choice for publishers, marketplaces, and large ecommerce sites.

If you want BI-style reporting

Many enterprise teams use a dedicated BI platform on top of SEO data:

• Looker Studio
• Microsoft Power BI
• Tableau

These can combine data from:

• Google Search Console
• Google Analytics 4
• enterprise SEO platforms
• CRM systems
• revenue data
• ecommerce platforms

This approach is common when leadership wants a single dashboard showing SEO alongside business KPIs.

Which solution is best?

• For 10–50 sites or brands: Conductor, Semrush Enterprise, or Ahrefs Portfolios provide strong native portfolio reporting.
• For 50–500+ properties: BrightEdge or seoClarity offer the most mature enterprise governance and reporting capabilities.
• For massive technical ecosystems (millions of URLs): Botify is a leading choice.
• For executive reporting that combines SEO with revenue and marketing metrics: Pair an enterprise SEO platform with Power BI, Tableau, or Looker Studio for maximum flexibility.

For enterprise SEO teams managing multiple brands, domains, country sites, or subdomains, the most useful reporting platforms typically offer:

• Aggregated reporting across many properties
• Roll-up dashboards with drill-down by site or subdomain
• User permissions for different teams or clients
• Integrations with analytics, search, and BI platforms
• Scheduled executive reports and APIs

Here's how the major solutions compare.

| Platform | Multi-site support | Subdomain reporting | Executive

For enterprise SEO teams managing multiple websites, country sites, brands, microsites, and subdomains, the strongest reporting solutions are usually those that can aggregate data at the portfolio level while still allowing drill-down by domain, subdomain, folder, market, or business unit. www.seoclarity.netenterprise.semrush.com

For a true multi-site enterprise setup, I’d evaluate these capabilities:

• Portfolio rollups: Can you see total organic performance across all domains/subdomains?
• Hierarchy support: Can reports group by brand → country → domain → subdomain → directory?
• Data connectors: Google Search Console, GA4, Adobe Analytics, log files, rank tracking, crawl data.
• Permissions: Can regional teams see only their properties while executives see everything?
• API/export options: Can SEO data feed a central BI dashboard?
• Historical comparison: Can you compare migrations, redesigns, and algorithm impacts across properties?

Typical enterprise architectures:

1. SEO platform as the source of truth
   • seoClarity / BrightEdge / Conductor / Semrush Enterprise
   • Best when SEO teams want built-in dashboards and workflows.

2. SEO data warehouse model
   • Crawl data + GSC + GA4 + rankings → warehouse → BI dashboard
   • Best for companies with dozens or hundreds of properties.

3. Hybrid
   • Enterprise SEO platform for daily SEO work
   • Looker Studio/Tableau for executive reporting.

For 50+ sites/subdomains or multiple business units, I would generally prioritize enterprise platforms like seoClarity, BrightEdge, and Semrush Enterprise over standard SEO reporting tools because portfolio management and governance become bigger issues than basic rank tracking. www.seoclarity.netenterprise.semrush.com