ChatGPT answers, unedited

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