ChatGPT answers, unedited

If you mean client-facing reporting of SEO/search visibility and share of voice across a defined competitor set, the strongest options are:

My picks

1. Semrush — probably the easiest for agency/client reports.
Its Position Tracking can compare your domain against competitors on Share of Voice, and its reporting system can put that into a client report and schedule PDF delivery. Semrush Semrush

A typical client slide could be:

Organic Search Share of Voice

Client — 32%
Competitor A — 27%
Competitor B — 18%
Competitor C — 14%
Competitor D — 9%

You can also segment SOV by keyword tags/topics, which is useful if you're reporting visibility across different product categories.

2. Similarweb — best if "visibility" means broader competitive market visibility rather than just rankings.
Its Rank Tracker reporting explicitly includes Visibility %, Share of Voice, weighted average position and clicks, with competitor comparisons over time. Similarweb

It also has Traffic Share, which measures each competitor's share of traffic within a defined competitive set. Similarweb That's useful if the client wants something closer to "how much of the search market do we own?" rather than simply "how many keywords do we rank for?"

3. SISTRIX — very good for a pure SEO visibility benchmark.
Its Visibility Index and competitor positioning tools let you compare domains on a common keyword set, including a visualization of competitors by visibility, ranking keyword count and estimated traffic. SISTRIX

One important distinction

I'd decide what the client actually means by "share of voice" before picking the tool:

• SEO SOV: share of potential/estimated search clicks across a defined keyword universe → Semrush / Similarweb
• SEO visibility: how prominently/frequently domains appear in SERPs → SISTRIX / Semrush / Similarweb
• Traffic share: estimated share of actual web traffic among competitors → Similarweb
• AI visibility / AI SOV: how frequently brands are mentioned in ChatGPT/Gemini/etc. answers → Semrush / Similarweb. Semrush now reports AI competitor mentions and visibility; Similarweb has an AI Brand Visibility metric called Brand Mention Share. Semrush similarweb.com

If you're building an agency-style monthly client report, I'd lean Semrush for the core reporting layer, with something like SOV %, visibility trend, competitor ranking, and SOV by topic as the four headline visuals.

My picks

1. Semrush — probably the easiest for agency/client reports.
Its Position Tracking can compare your domain against competitors on Share of Voice, and its reporting system can put that into a client report and schedule PDF delivery. Semrush Semrush

A typical client slide could be:

Organic Search Share of Voice

Client — 32%
Competitor A — 27%
Competitor B — 18%
Competitor C — 14%
Competitor D — 9%

You can also segment SOV by keyword tags/topics, which is useful if you're reporting visibility across different product categories.

2. Similarweb — best if "visibility" means broader competitive market visibility rather than just rankings.
Its Rank Tracker reporting explicitly includes Visibility %, Share of Voice, weighted average position and clicks, with competitor comparisons over time. support.similarweb.com

It also has Traffic Share, which measures each competitor's share of traffic within a defined competitive set. support.similarweb.com That's useful if the client wants something closer to "how much of the search market do we own?" rather than simply "how many keywords do we rank for?"

3. SISTRIX — very good for a pure SEO visibility benchmark.
Its Visibility Index and competitor positioning tools let you compare domains on a common keyword set, including a visualization of competitors by visibility, ranking keyword count and estimated traffic.

One important distinction

Yes. If you mean client-facing reporting that benchmarks your brand against a defined competitor set, there are a few good categories of tools.

Best options

If you're talking specifically about AI / ChatGPT visibility

This is now a distinct reporting category. Tools such as Semrush, Gumshoe, ModelMention, Birdeye, and newer specialist platforms can show things like:

• Your share of voice vs. competitors
• % of tracked prompts where each competitor appears
• Competitor mentions vs. your mentions
• Citation share / which domains are being cited
• Visibility by ChatGPT, Gemini, Perplexity, Claude, Google AI, etc.
• Trend over time
• Prompt/topic-level competitive gaps

For example, Semrush's current AI reporting includes a competitor SOV chart, sentiment comparison, competitor research, prompt tracking, and client-shareable reporting. www.semrush.com

Gumshoe is particularly interesting if you're an agency: it explicitly supports recurring client reports, exports, shareable dashboards, competitive rankings and visibility scores across 11 AI models. gumshoe.aiwww.seoclarity.net

If you mean traditional Google SEO

I'd look hardest at Semrush / seoClarity / BrightEdge.

The important distinction is that "visibility" shouldn't just mean number of keywords ranking. A proper SOV metric weights visibility by search demand / click potential. Semrush, for example, defines SEO SOV around the proportion of estimated organic traffic captured across a defined keyword set and can put that into automated PDF client reports. www.semrush.com

seoClarity goes even further with Visibility Share, which attempts to account for the actual SERP real estate occupied by a domain, including SERP features. www.seoclarity.net

What I'd put in a client report

For a clean executive slide, I'd aim for something like:

Competitive Search Visibility — August 2026

Then underneath:

What changed

• Client gained +4pp SOV
• Competitor B lost 3pp
• Biggest gap is in "category comparison" queries
• Client is now #1 for 42% of high-value tracked topics

That is much more useful to a client than a giant table of rankings.

If your actual requirement is "we have 5–20 named competitors and want one recurring client report showing our visibility/SOV against all of them," I'd shortlist Semrush, seoClarity, and Gumshoe depending on whether you're measuring Google SEO, AI search, or both. gumshoe.aiwww.seoclarity.net

If you tell me whether you mean Google SEO, AI/LLM visibility, or both, I can narrow this down to the 3–5 tools that actually fit the reporting workflow.

Yes. If the requirement is “show our visibility/share of voice against a defined competitor set in recurring client reports”, I’d shortlist these:

My picks

1. Semrush — probably the easiest answer for agency/client reporting.

Its Position Tracking has an actual Share of Voice metric that weights rankings by search volume/estimated traffic rather than simply counting ranking keywords. You can add competitors and show the SOV trend over time. www.semrush.comwww.semrush.com

More importantly for your use case, Semrush's My Reports can put the SOV trend into a recurring client PDF, and its newer AI Visibility Toolkit has competitor SOV reporting as well. www.semrush.com

Semrush Share of Voice reporting

2. Ahrefs — very good if you're already an Ahrefs shop.

Rank Tracker now reports SOV directly and has a Competitors Overview. Ahrefs defines SOV based on estimated clicks going to your site versus the other SERP results for the tracked keyword set. help.ahrefs.com

It also has Brand Radar for AI-search visibility/SOV, including competitor comparisons. docs.ahrefs.com

Ahrefs Share of Voice documentation

3. BrightEdge — if this is a larger enterprise reporting operation.

BrightEdge specifically positions its Share of Voice product as an enterprise competitive-search reporting metric, incorporating things like click behavior, devices, SERP features and AI impact. www.brightedge.com

BrightEdge Share of Voice

One important distinction

I'd separate “visibility %” from “share of voice.”

For a client report, I'd ideally show:

Competitive Search Visibility

• Brand: 32%
• Competitor A: 24%
• Competitor B: 18%
• Competitor C: 14%
• Other: 12%

plus a 12-month SOV trend.

That's more meaningful than simply saying “we rank for 4,200 keywords.” A high-volume keyword can contribute vastly more visibility than dozens of low-volume keywords. Semrush explicitly distinguishes its SOV from simpler visibility metrics for this reason. www.semrush.comwww.semrush.com

And if by visibility you mean AI/LLM visibility (ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode), that's now a separate category. Semrush and Ahrefs can handle that, while tools such as Birdeye also have competitor SOV reporting specifically for AI-generated answers. www.semrush.com

If you tell me whether you mean traditional Google SEO, AI search, or both, I can give you a tighter shortlist of ~5 tools specifically ranked for the quality of their client-facing reports/dashboards.

Yes. If by visibility / share of voice across competitors you mean a client-facing report like “Brand A owns 34% of organic visibility for our tracked topic set vs. Competitor B at 27%”, there are several good options.

Best options

Semrush is probably the first one I'd look at for client reporting. Its Position Tracking calculates SoV using search volume and estimated traffic rather than simply counting rankings, and you can add competitors and put the SoV trend directly into a scheduled PDF report. www.semrush.com

Semrush

AccuRanker is particularly clean if the deliverable is fundamentally “here is our visibility vs. these five competitors.” Its Competitors view explicitly includes Share of Voice and ranking distribution, and its SoV can be displayed over time and compared against selected competitors. www.accuranker.com

AccuRanker

BrightEdge is worth considering if you're dealing with larger enterprise clients. Its current Share of Voice product is specifically positioned as an enterprise competitive SEO reporting metric and incorporates things like click behavior, device behavior, and AI impact. www.brightedge.com

BrightEdge

One important distinction in 2026

I'd separate Google/organic SoV from AI-search SoV in the client report.

For organic, you can report something like:

Organic Search Visibility
Client: 31%
Competitor A: 24%
Competitor B: 18%
Competitor C: 11%

For AI search, the analogous metric is how frequently each brand appears in AI-generated answers across a defined prompt set. Semrush now has an AI Visibility Toolkit specifically for this, including competitor SoV, sentiment, and narrative comparisons. www.semrush.com

If AI visibility is actually what you're trying to report, I'd look beyond the traditional SEO suites too. Dedicated platforms such as Profound, Peec AI, Otterly, and similar GEO/AEO tools are designed around competitor mentions, citations, prompt-level visibility, and AI share of voice. www.ai-visibility-software.com

What I'd use for an agency/client dashboard

If the goal is a polished recurring client report, I'd probably structure it as:

1. Overall visibility

• Client vs. competitors
• SoV %
• Change MoM / YoY

2. Visibility by topic

• Product/category/topic clusters
• SoV for each competitor
• Biggest gains/losses

3. SERP position

• Top 3 / Top 10 share
• Featured snippets / SERP features
• Ranking distribution

4. AI visibility

• AI SoV
• Mentions
• Citation share
• Competitor comparison

5. Competitive gaps

• Keywords/prompts where competitors appear and client doesn't
• Biggest opportunities

If you tell me whether you're reporting traditional SEO, AI/GEO visibility, or both, and roughly how many competitors/keywords you need to track, I can narrow this down to the 3–5 tools that are actually best for your use case and explain what their client-report output looks like.

If you mean SEO / AI-search visibility + share of voice in recurring client reporting, the main tools I’d look at are:

If you're specifically reporting Google + AI visibility

I'd separate the stack into two layers:

Traditional search: Semrush / Ahrefs / STAT
→ rankings, estimated traffic, SERP visibility, competitor share.

AI search: Profound / Peec AI / Otterly.AI
→ how often your brand appears in ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, etc.; which competitors appear; citation/share-of-voice metrics.

For a client-facing report, the most useful KPI is usually something like:

Share of Search / Visibility = your brand's appearances or visibility score ÷ total visibility across the tracked competitor set

Then show current SOV, change vs. previous period, competitor ranking, and the queries/topics driving the movement.

If you tell me whether you mean SEO visibility, AI/LLM visibility, or both, I can narrow this to the 3–5 tools that have the best client-reporting dashboards and export/API capabilities.

Yes. If you mean client-facing reporting that shows your brand + a defined set of competitors and turns rankings/mentions into “visibility” or “share of voice,” there are several good options.

Best fits

Semrush is probably the closest match if you're building a recurring agency/client report. Its SEO share-of-voice reporting measures the organic visibility captured by your brand versus competitors across a defined keyword set. www.semrush.com It also now has AI visibility reporting where you can compare SOV, mentions, sentiment, platforms, topics and prompts across competitors. www.semrush.com

Ahrefs is arguably the cleaner option if the report is primarily SEO. Rank Tracker has an explicit Share of Voice metric and Competitors Overview, with historical comparisons. help.ahrefs.com Its Report Builder can turn Rank Tracker/Site Explorer data into custom client reports and PDFs, and it has Data Studio connectors. ahrefs.com

For AI visibility specifically, Ahrefs' newer Brand Radar is particularly interesting: it benchmarks AI SOV against competitors and reports mentions, citations and impressions across multiple AI platforms. help.ahrefs.com

What I'd put in the client report

I'd avoid reporting just “average ranking.” A much more useful competitive dashboard is:

Visibility / SOV

• Your brand: X%
• Competitor A: Y%
• Competitor B: Z%
• Competitor C: …
• Change vs. previous period

Then break it down by

• Non-brand organic search
• Keyword/topic cluster
• SERP features
• Geographic market
• AI visibility / citations
• Individual competitor
• Trend over 3–12 months

For example:

Organic Search Visibility — Q3
Brand: 31% ↑ 4pp
Competitor A: 27% ↓ 2pp
Competitor B: 22% ↑ 1pp
Competitor C: 20% ↓ 3pp

That gives the client a much clearer story than “we rank #4 on average.”

One important distinction: SEO SOV and AI SOV aren't necessarily measuring the same thing. Ahrefs' traditional SOV is based on estimated clicks from tracked SERPs, while its AI SOV uses AI-response visibility/impressions; Semrush likewise has separate methodologies for SEO and AI visibility. help.ahrefs.com

If you tell me whether you mean SEO, AI/LLM visibility, PR/social, or all three, I can narrow this to the 3–5 tools that have the best actual client-reporting UX rather than just tools that calculate SOV.

If you mean SEO/search visibility + share of voice across a defined competitor set, there are several good options. For client reporting, I’d narrow it to these:

My shortlist for an agency/client report

1. Semrush — probably the easiest all-around choice.

Its Position Tracking data includes organic visibility and Share of Voice, and you can compare your domain against competitors on the same tracked keyword set. www.semrush.com

The particularly useful part for client reporting is that Semrush can feed Position Tracking into Looker Studio, including visibility and SOV, so you can build a branded recurring dashboard rather than manually exporting charts. www.semrush.com

Semrush Search Visibility

2. BrightEdge — strongest if you're doing serious enterprise reporting.

BrightEdge has a dedicated Share of Voice product designed specifically around competitive SEO visibility, including SERP features, device behavior and AI Overviews. www.brightedge.com

BrightEdge Share of Voice

3. Pi Datametrics — interesting if SOV itself is the KPI.

This is more purpose-built around market-level visibility. Its Share of Voice Leaders view benchmarks you against up to 30 competitors, with category/subcategory breakdowns. pi-datametrics.com

Pi Datametrics Share of Voice

4. STAT — excellent if you want the underlying SERP data rather than just a pretty SOV number.

STAT tracks large keyword sets, competitor performance and SOV, and supports Looker Studio. It's particularly good when the client wants to understand why their visibility is changing. www.trustradius.com

One important distinction

I'd separate SEO Share of Voice from generic "brand share of voice."

For an SEO client report, I'd typically show:

Market visibility

• Your SOV %
• Competitor A SOV %
• Competitor B SOV %
• Competitor C SOV %
• Change in SOV MoM/YoY

Then diagnose it

• Visibility by topic/category
• Visibility by SERP position
• Number of keywords in Top 3 / Top 10
• Competitor gains/losses
• SERP feature ownership
• Estimated clicks/traffic

That makes the report much more useful than simply saying "we have 18% share of voice."

Also, AI visibility is now becoming a separate layer. Semrush, BrightEdge, Pi and newer tools are starting to incorporate AI search/AI Overviews into competitive visibility measurement. Semrush, for example, now explicitly reports AI Share of Voice based on brand mentions and prominence in AI-generated answers. www.semrush.com

If you're building this for recurring agency client reports, I'd probably start with Semrush + Looker Studio. It gives you the best balance of competitor SOV data, automation, customization and client-facing presentation.

If you tell me what kind of visibility you mean (traditional Google SEO, AI/ChatGPT, local/maps, social/brand, or all of them) and roughly how many competitors per client, I can narrow it down to the 2–3 tools I'd actually evaluate.

If you mean SEO / search visibility and competitive share of voice, there are a few good options, but they differ quite a bit in how report-ready they are.

My shortlist

1. Semrush — probably the easiest answer for client reports.

Its Position Tracking can report Share of Voice, visibility, rankings, estimated traffic, etc., across a defined keyword set and competitors. It also has My Reports for building client-facing reports and scheduling PDFs. www.semrush.comwww.semrush.com

Importantly, Semrush now extends this concept into AI visibility: its AI Visibility Toolkit reports share of voice against competitors across ChatGPT, Google AI Overviews/AI Mode, Perplexity and Gemini. www.semrush.com

2. SEOmonitor — especially worth looking at if you're an agency.

SEOmonitor explicitly presents Share of Voice as a client-report KPI, including competitive share across Google, AI Overviews and ChatGPT. www.seomonitor.comwww.semrush.com

I'd put this high on the list if the goal is "give the client a clean monthly story showing us vs. 5–10 competitors" rather than just having a powerful SEO database.

3. Ahrefs — excellent if your team already lives in Ahrefs.

Its Rank Tracker can compare competitor visibility, and its Traffic Share report gives a percentage split between your tracked competitors. Ahrefs specifically recommends using a representative set of important, generally non-branded keywords for SOV analysis. ahrefs.com

4. SISTRIX — best if "visibility" is the primary metric.

SISTRIX's Visibility Index and competitor tools make it particularly good for showing something like:

Client: 18.4 visibility
Competitor A: 24.7
Competitor B: 13.2
Competitor C: 8.9

It can compare domains against the same keyword set and export the data. www.sistrix.com

One important distinction

I'd actually report both Visibility and Share of Voice, rather than treating them as interchangeable.

• Visibility: How prominently are we appearing?
• Share of Voice: What percentage of the available search visibility are we capturing versus competitors?

Semrush explicitly distinguishes the two: SOV incorporates keyword search volume/estimated traffic, so ranking #1 for a huge keyword can contribute substantially more SOV than ranking #1 for a tiny keyword. www.semrush.comwww.semrush.com

For a client dashboard, I'd probably structure it as:

Competitive Search Visibility

• Client visibility %
• Competitor visibility %
• Client SOV %
• Competitor SOV %
• SOV change MoM / YoY
• Top 10–20 competitive keywords/topics
• Biggest gains/losses vs. competitors

And if AI search is part of what you're calling "visibility," I'd add a second panel for AI Share of Voice, because the measurement methodology is different from traditional Google rankings. Semrush and SEOmonitor are particularly interesting here. www.seomonitor.comwww.semrush.com

If you tell me how many competitors, whether this is SEO vs AI visibility vs paid search, and what reporting platform you use (Looker Studio, Power BI, AgencyAnalytics, DashThis, etc.), I can narrow it down to the best 2–3 tools for your exact reporting setup.

Yes. If you mean client-facing reporting that shows your brand’s visibility/share of voice against a defined competitor set, there are several good options. The best choice depends on whether you mean traditional Google SEO, AI search/GEO, or both.

Best options

1. Semrush — probably the easiest answer

Semrush has a dedicated Share of Voice metric in Position Tracking. You can define a keyword set, add competitors, and report visibility over time. Its reporting system can turn this into client PDFs/dashboards. www.semrush.com

For an agency/client report, I'd typically show:

• Visibility / Share of Voice: You 28%, Competitor A 24%, B 18%, etc.
• Change MoM: +4.2 pts
• Competitor movement
• Visibility by topic/category
• Top keywords where competitors are beating you
• SERP feature visibility
• Optionally AI Share of Voice alongside traditional SEO

Semrush now also has AI Visibility reporting that compares your brand's AI presence against competitors and can identify prompts/topics where competitors appear and you don't. www.semrush.com

If you're already using Semrush, I'd start there rather than adding another platform.

2. Pi Datametrics — strongest if “visibility” is the main KPI

Pi Datametrics has a dedicated Share of Voice product that benchmarks you against up to 30 competitors and covers traditional search, SERP features and AI-driven results. pi-datametrics.com

This is particularly attractive if the client wants something like:

Market Visibility: 17.4%
#2 in category
+3.1 percentage points YoY
Competitor A: 24.8%
Competitor B: 15.2%

rather than a giant table of keyword rankings.

3. SERPrecon — interesting for SEO + AI together

SERPrecon explicitly tracks Share of Voice across Google, ChatGPT and Perplexity, including SOV over time and by domain/keyword. www.serprecon.com

I'd look at this if your report is increasingly becoming an SEO + GEO/AEO visibility report rather than a conventional SEO report.

4. For AI visibility specifically

If by “visibility” you mean “when someone asks ChatGPT/Gemini/Perplexity about this category, how often are we mentioned versus competitors?”, I'd use a dedicated AI visibility platform.

Zumi tracks mention rate, share of voice, average position and competitor performance across multiple AI engines. www.zumihq.com

Birdeye Search AI is another interesting option, particularly for agencies with local/multi-location clients. Its visibility reports provide competitor SOV charts/tables and can break results down by AI platform and location. support.birdeye.com

What I'd put in the actual client report

Rather than reporting 20 SEO metrics, I'd make Visibility & Competitive Share a headline section:

Market Share of Search / Visibility

Your brand — 31.4% ↑ 4.7pp
Competitor A — 26.1%
Competitor B — 18.9%
Competitor C — 13.7%
Other — 9.9%

Then underneath:

Visibility trend: Jan → Feb → Mar → Apr → May → Jun

Where we're winning

• Product/category A: 42% SoV
• Product/category B: 35% SoV

Where competitors are winning

• Product/category C: Competitor A 39% vs us 17%
• Product/category D: Competitor B 31% vs us 12%

And, if relevant, a separate AI Search Visibility panel.

The important distinction is that “number of ranking keywords” isn't really Share of Voice. A good SoV metric weights visibility by things such as search demand/rank position, so ranking #1 for a huge commercial query matters substantially more than ranking #1 for a tiny query. Semrush makes this distinction explicitly. www.semrush.comwww.semrush.com

My shortlist:

• Agency + conventional SEO: Semrush
• Enterprise / sophisticated search visibility: Pi Datametrics
• SEO + AI: SERPrecon or Semrush
• Pure GEO/AI reporting: Zumi / an enterprise AI-visibility platform

If you tell me what kind of clients you report on (e.g. SaaS, ecommerce, local, B2B) and whether you mean Google visibility, AI visibility, or both, I can narrow this down to the 2–3 tools that produce the cleanest client-facing report.

If you mean SEO/search visibility + share of voice across a defined competitor set, there are a few good options. The key distinction is whether you want Google SERP visibility, AI-search visibility, or broader brand/media SOV.

Best fits for client reporting

My shortlist

1. Semrush — probably the easiest all-around answer

Semrush's Position Tracking can calculate Share of Voice across a defined keyword set, compare your domain against competitors, segment it by keyword tags, and put the SOV trend directly into My Reports for automated client PDFs. www.semrush.comwww.semrush.comsupport.similarweb.comahrefs.com

This gives you a very client-friendly story like:

Organic Share of Voice: Client 34% → Competitor A 27% → Competitor B 18% → Competitor C 11%

And then trend it month over month.

Semrush also now has AI Share of Voice reporting, where you can show brand visibility against competitors across AI platforms, including mentions, position, sentiment and SOV. www.semrush.com

2. Ahrefs — arguably the cleanest pure SEO SOV metric

Ahrefs Rank Tracker has Share of Voice and Share of Traffic Value, with competitor comparisons and historical charts. Its SOV is essentially the percentage of estimated clicks from the tracked keyword set that go to each domain. help.ahrefs.com

It also exposes the SOV fields through its Looker Studio integration, which is useful if your "client report" is a custom Looker Studio dashboard rather than a PDF generated inside the SEO platform. docs.ahrefs.com

3. Similarweb — good when you want market-level competitive context

Similarweb's Rank Tracking has both Visibility % and Share of Voice. Its SOV is based on estimated SERP clicks across the campaign's keyword set, while Visibility incorporates ranking position and search volume. support.similarweb.com

That's useful if the client wants something more like:

"How much of the search market do we own?"

rather than simply:

"How many keywords are we ranking for?"

One important reporting decision

I'd strongly recommend defining SOV around a fixed, representative keyword universe rather than letting each competitor's total ranking footprint determine the denominator.

For example:

1,000 strategic non-branded keywords → track all competitors → calculate SOV from that same set.

That makes the monthly report defensible. Otherwise, a competitor that ranks for thousands of irrelevant informational queries can appear to have enormous "visibility" without actually competing for the client's commercial search demand. Ahrefs makes essentially this point in its own SOV methodology guidance. ahrefs.com

If this is for an agency/client deck

I'd probably structure the reporting as:

Executive KPI

• Organic Share of Voice: 34%
• Change vs. last month: +3.2 pp
• Position: #1 of 5 competitors

Competitive chart

• Client
• Competitor A
• Competitor B
• Competitor C
• Competitor D

Trend

• SOV by month for the last 12 months

Breakdown

• Brand vs non-brand
• Product/category
• High-intent keywords
• Informational keywords
• SERP features

Optional newer layer

• AI Search Share of Voice alongside Google SOV

If you tell me what kind of visibility you mean (SEO/SERP, AI/ChatGPT, social/media, or all of them) and whether the report is Looker Studio, PowerPoint/PDF, or a live client dashboard, I can narrow this to the 2–3 tools that fit best.

Yes. If by visibility + share of voice across a defined competitor set you mean something you can put directly into a monthly/quarterly client report, there are a few good options.

My shortlist

1. Semrush — probably the easiest answer for agency/client reporting.
Its Position Tracking can calculate Share of Voice over a defined keyword set and compare it against competitors, with historical trends. You can also put the SOV trend into My Reports and generate scheduled PDFs. www.semrush.com

It has also expanded this into AI Share of Voice: its AI Visibility Toolkit compares how frequently and prominently brands appear in AI-generated answers, including competitors. www.semrush.com

Semrush

2. Similarweb — better if “visibility” means broader market visibility, not just rankings.
Its Rank Tracker has both Visibility % and Share of Voice, with SOV calculated from estimated SERP clicks across your tracked keyword set. support.similarweb.com

Similarweb

3. SE Ranking — worth looking at if you're an agency and reporting/white-labeling is important.
It has rank tracking, competitive research, AI visibility capabilities and white-label reporting. www.techradar.com

SE Ranking

The important distinction

For a client report, I'd actually separate three metrics:

1. Search visibility — how prominently each competitor appears across your tracked keyword universe.
2. Share of voice — what percentage of the available search visibility/click opportunity each competitor captures.
3. AI share of voice — how often/prominently each brand appears in ChatGPT/Gemini/Perplexity/etc.

That gives you a much more compelling client slide than simply saying “we rank for 1,240 keywords.” Semrush explicitly points out that raw keyword counts can be misleading because a ranking for a 10-search/month keyword isn't equivalent to one for a 100,000-search/month keyword. www.semrush.com

If you're building this into a recurring agency report, I'd lean Semrush first, especially if you want one dashboard covering traditional search + local + AI. If your core question is “how much of the overall market's digital attention does each competitor own?”, I'd look harder at Similarweb.

If you tell me whether you mean traditional Google SEO, AI/GEO visibility, or both, I can narrow this down to the 3–5 tools that are actually best for that reporting use case.

If you mean SEO/search visibility + share of voice across a defined competitor set, there are several good options, and they differ quite a bit in what they mean by “visibility.”

Best options for client reporting

Semrush is probably the easiest answer if this is going into recurring client reports. Its Position Tracking has a Share of Voice metric, and its My Reports system lets you put competitor visibility/SOV into branded, white-label reports and automate delivery. www.semrush.comwww.semrush.com

Similarweb is particularly good if “visibility” means market visibility rather than just rankings. Its rank-tracking reports include visibility %, estimated clicks, weighted position, and SOV against selected competitors. support.similarweb.com

If you're talking about AI search / ChatGPT visibility

That's a different category now. Semrush's AI Visibility Toolkit, for example, reports competitor mentions, relative AI visibility, topic/prompt gaps, and AI share of voice. www.semrush.com

There are also dedicated AEO/GEO platforms such as Mentions, Profound, Peec AI, Otterly, and Scrunch that are more purpose-built for showing clients “How often are we appearing in AI answers vs. competitors?”

What I'd put in a client report

I'd avoid simply showing “rankings.” A much stronger executive slide is:

Competitive Search Visibility

• Brand A — 32% SOV ↑ 4 pts
• Brand B — 27% SOV ↓ 2 pts
• Brand C — 19% SOV ↑ 1 pt
• Client — 14% SOV ↑ 5 pts
• Others — 8%

Then underneath:

Client gained 5 percentage points of organic visibility this period, narrowing the gap with the #3 competitor.

For an agency, I'd lean Semrush + a white-label reporting layer unless you need very sophisticated enterprise rank tracking. Semrush explicitly supports competitor visibility data in My Reports. www.semrush.comwww.semrush.com

If you tell me whether you mean Google SEO, local/map visibility, paid search, or AI/ChatGPT visibility, I can narrow this down to the 3 best tools and exactly which report/widget you'd use for the client deck.

If you mean client-facing reporting of search visibility + competitor share of voice, there are several good options, depending on whether you mean traditional Google SEO, AI search, or both.

Best options

For traditional SEO, I'd start with Semrush or Similarweb. Similarweb's Rank Tracking reports explicitly provide Visibility %, Share of Voice, clicks, and weighted average position, including competitor comparisons. support.similarweb.com Semrush also now has a dedicated approach to measuring SEO SOV across traditional, local, and AI search. www.semrush.com

Ahrefs is another strong choice if you're already using it for SEO. Its Rank Tracker SOV is essentially the estimated share of clicks your domain receives versus other SERP results across your tracked keywords, and it exposes the metric in both the project and competitor views. help.ahrefs.com

If you're talking about AI/LLM visibility

This is a different reporting problem: "When prospects ask ChatGPT, Gemini, Perplexity, etc. about this category, how often does our client appear compared with competitors?"

I'd look at:

• Semrush AI Visibility Toolkit — useful if you want AI visibility alongside conventional SEO data.
• Profound — stronger enterprise option for serious AI-search measurement.
• Peec AI — particularly focused on competitor/share-of-voice analysis.
• Otterly.AI — simpler, agency-friendly monitoring.
• Mentions — interesting if white-label client reporting is a major requirement; recent testing specifically highlights its agency reporting and SOV/visibility views. www.techradar.com

One important caveat: AI SOV isn't as deterministic as Google rankings. AI answers can change between runs, so the useful client metric is a trend across a consistent prompt set rather than "we're exactly 17.3% visible." Research in 2026 has specifically found substantial variability in AI citation/visibility measurements. arxiv.org

What I'd put in a client report

For each competitor, I'd want one simple table/chart:

Brand | Visibility | Share of Voice | Change MoM | Mentions | Citations | Avg. Position

Then a competitor gap section:

Client: 24% SOV
Competitor A: 31%
Competitor B: 18%
Competitor C: 11%

…and below that, which keywords/prompts are creating the gap.

If you tell me whether you mean Google/SEO visibility, AI visibility, or both, I can narrow this down to the 3–5 tools that actually have the best client-reporting UX and compare pricing/white-label capabilities.

Yes. If you mean AI/search visibility + competitor share of voice that you can put into recurring client reports, there are several good options now.

Best options

Ahrefs Brand Radar is particularly interesting for this use case. Its Overview report directly compares AI Share of Voice, mentions, citations, and impressions against competitors, and reports can be saved for ongoing monitoring. It currently covers major surfaces including ChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews/AI Mode, and Grok. help.ahrefs.com

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Semrush has a very similar concept. Its AI Visibility Toolkit calculates AI SOV from brand mentions and position, and its Brand Performance reporting is designed specifically to benchmark brands against competitors. www.semrush.com

Semrush AI Visibility

If this is specifically for an agency's monthly client report

I'd shortlist three:

1. Mentions — strongest if the deliverable needs to look polished and client-ready. Its Agency plan supports white-label reporting and client sites, according to a recent independent review. www.techradar.com
2. Ahrefs Brand Radar — strongest if you want credible, search-demand-backed SOV alongside traditional SEO data. Ahrefs builds its AI prompt set from search-backed queries rather than purely synthetic prompts. ahrefs.com
3. Semrush — strongest if the client already receives conventional SEO reporting from Semrush and you want to add AI visibility without introducing another platform.

What I'd actually put in the client report

Rather than just saying "AI visibility = 37%," I'd report:

AI Search Visibility

• Your brand: 24% SOV ↑ 4 pts MoM
• Competitor A: 31%
• Competitor B: 18%
• Competitor C: 12%
• Competitor D: 8%

Then underneath:

• Mention rate: 42%
• Citation rate: 28%
• Average position: #2.4
• Sentiment: 82% positive
• Top prompts where we're winning
• Top prompts where competitors are winning
• Domains/sources causing competitors to appear
• Month-over-month movement

That last part is important: SOV alone is a pretty vanity-heavy metric. The useful client story is "we gained 6 points of SOV because we started appearing for these 14 high-value prompts, while Competitor A lost visibility because..."

Also, I'd be careful about treating any platform's SOV number as an absolute market-share measurement. These systems use sampled/modelled prompts rather than having access to every real ChatGPT/Gemini conversation; Ahrefs explicitly describes its figures as potential visibility rather than actual audience reach. ahrefs.com

If you tell me what kind of competitors/data you mean (traditional Google SEO, ChatGPT/Gemini/Perplexity, or both) and whether you're an agency producing white-label client reports, I can narrow this to the 2–3 tools I'd actually buy.

If you mean SEO/search visibility + competitor share of voice, there are several good options, but they differ quite a bit in how report-ready they are.

Best options for client reporting

Semrush is probably the closest match to what you're describing. Its Position Tracking can calculate SEO Share of Voice across a defined keyword set and compare it against competitors, and its My Reports system lets you put the data into client-facing reports and schedule PDF delivery. www.semrush.com

Ahrefs is also particularly relevant. Its Rank Tracker has a dedicated Share of Voice metric and a Competitors Overview, with SOV calculated from estimated clicks going to your site versus the other SERP results for the tracked keywords. help.ahrefs.com

SISTRIX is excellent if what you really want is market visibility benchmarking. Its competitor positioning plots domains based on visibility, ranking keyword breadth, and estimated traffic, and the data can be exported. www.sistrix.comhelp.ahrefs.com

If this is for an agency/client dashboard

I'd structure the report around something like:

Organic Search Visibility

• Client: 28.4%
• Competitor A: 24.1%
• Competitor B: 18.7%
• Competitor C: 12.3%
• Other: 16.5%

Then show:

1. Share of Voice trend — last 6–12 months
2. Visibility vs. competitors — current snapshot
3. Biggest visibility gains/losses
4. Keyword/category-level SOV
5. Competitor gap — keywords where competitors have materially more visibility
6. Executive takeaway — "Client gained 4.2pp of SOV this quarter, overtaking Competitor B."

One important distinction: "visibility" and "share of voice" aren't necessarily the same metric. SISTRIX's Visibility Index, for example, is an absolute visibility metric, whereas Ahrefs' SOV is a percentage of estimated clicks across the tracked SERPs. www.sistrix.comhelp.ahrefs.com

If you're also talking about AI/ChatGPT visibility rather than just Google SEO, the tooling landscape is different. Semrush now has AI Share of Voice/competitor reporting that compares brand presence in AI-generated answers. www.semrush.com

If you tell me whether you need Google SEO, AI visibility, or both, I can give you a shortlist of the best agency reporting tools specifically for this use case (including Looker Studio/reporting integrations).

If by visibility + share of voice across competitors you mean AI/GEO visibility (ChatGPT, Google AI Mode/Overviews, Perplexity, Gemini, etc.), there are several tools that now do this directly and can be turned into client-facing reporting.

Best options

Semrush is probably the easiest fit if you're already producing conventional SEO reports. Its Brand Performance report explicitly gives Share of Voice by platform, SOV trends, mentions, average position, sentiment, competitors, and cited domains. www.semrush.com

Semrush AI Visibility Toolkit

Ahrefs Brand Radar is particularly interesting if you want the report to connect traditional SEO with AI visibility. It reports mentions, citations, impressions, and AI Share of Voice, and lets you benchmark against competitors. help.ahrefs.com

Ahrefs Brand Radar

What I'd put in the actual client report

Rather than just showing "AI visibility = 37%," I'd build a page like:

AI Search Competitive Visibility — July 2026

• Your brand: 24% SOV ↑ 4.2 pts
• Competitor A: 31%
• Competitor B: 18%
• Competitor C: 12%
• Other: 15%

Then underneath:

1. SOV by AI engine — ChatGPT / Google / Perplexity / Gemini
2. Visibility trend — last 3–6 months
3. Top prompts won/lost — where competitors appear and you don't
4. Average position in AI answers
5. Mention vs. citation rate
6. Which domains are getting competitors mentioned
7. Competitive narrative — what the AI actually says about each brand
8. Recommended actions — specific content/source opportunities

That gives the client something much more meaningful than a generic "AI visibility score."

One important caveat: AI SOV isn't directly equivalent to traditional Google SOV. For example, Ahrefs calculates AI SOV based on brand impressions relative to competitors, while traditional Rank Tracker SOV is based on estimated clicks from tracked SERPs. help.ahrefs.com So I'd keep the two metrics clearly separated in reporting.

If you tell me whether you're reporting traditional SEO visibility, AI/LLM visibility, or both, I can give you a shortlist of 3–5 tools specifically optimized for agency/client reporting, including which ones can white-label the report and what the output looks like.

If you're reporting visibility and share of voice (SOV) across competitors for clients, there are several established SEO and digital marketing platforms that do this well. The best choice depends on whether you mean organic search, paid search, PR/media mentions, or AI search visibility.

Here's how the market breaks down:

For SEO agencies

The most common client-facing metrics are:

• Share of Voice
  • % of total estimated clicks or impressions owned by each competitor
  • Usually weighted by search volume

• Visibility Score
  • A weighted score based on rankings across tracked keywords
  • Higher rankings on higher-volume terms contribute more

• Estimated Traffic Share
  • Estimated organic visits by competitor

• Ranking Distribution
  • Number of keywords in Top 3, Top 10, Top 20, etc.

• SERP Features
  • Featured snippets
  • Local Pack
  • AI Overviews (where supported)
  • Images
  • Videos

For PR / brand visibility

If "share of voice" means brand mentions rather than search rankings:

• Meltwater
• Brandwatch
• Cision
• Talkwalker

These calculate SOV based on:

• mentions
• reach
• sentiment
• social engagement
• media coverage

For AI search visibility (rapidly growing)

If clients are asking, "How often does ChatGPT or AI recommend us versus competitors?", newer platforms include:

• Profound
• Scrunch AI
• Goodie
• Peec AI

These measure:

• AI citation frequency
• Brand mentions in AI-generated answers
• Competitor comparison rates
• Prompt-level visibility
• Category share of AI responses

What agencies typically include in monthly reports

A concise executive section often includes:

1. Share of Voice trend (client vs. competitors)
2. Visibility score trend
3. Organic traffic estimates
4. Top keyword winners and losers
5. Competitive ranking movements
6. SERP feature ownership
7. Market share by keyword category
8. Key insights and recommended actions

This combination helps clients understand not just where they rank, but how their presence compares to competitors over time.

If you're building your own reporting rather than relying on a platform's built-in dashboards, you can also calculate a custom Share of Voice using rank tracking data (weighted by search volume and expected click-through rate) and visualize it in tools like Looker Studio or Power BI for a branded, agency-specific report.

For client reports that show visibility and share of voice (SOV) across competitors, the best tool depends on what kind of visibility you mean (SEO, PR/media, social, paid, AI search, etc.). These are the common platforms agencies use for recurring client reporting:

For a typical marketing agency client report, a strong stack is:

• SEO visibility/SOV: Semrush or Sistrix
• Website competitive share: Similarweb
• PR/media SOV: Meltwater or Cision
• Social SOV: Brandwatch or Sprout Social
• Client-facing dashboard: AgencyAnalytics, Looker Studio, or DashThis

A common executive slide looks like:

Competitive Visibility Snapshot

• Brand A: 34% share of voice ↑ 5 pts MoM
• Competitor B: 28%
• Competitor C: 21%
• Competitor D: 17%

Then break it down by:

• organic search visibility
• branded vs non-branded demand
• media mentions
• social conversation
• paid search impression share
• AI search visibility (increasingly requested)

If you mean SEO share of voice specifically, I’d narrow the list to Semrush, Sistrix, Ahrefs, and STAT. If you mean a multi-channel CMO-style competitor visibility report, AgencyAnalytics/Looker Studio + data sources is usually the cleaner client deliverable.

If you're reporting visibility and share of voice (SOV) across competitors for clients, there are several established SEO and digital marketing platforms that generate these metrics in client-friendly dashboards and reports. The right choice depends on whether you mean organic search, paid search, social, or AI search visibility.

Here's how the landscape breaks down:

What agencies most commonly report

A typical client report includes:

• Organic Visibility Score
• Share of Voice %
• Average ranking
• Top 3 / Top 10 keyword share
• Estimated traffic
• Competitor comparison
• Visibility trend over time
• Keyword winners/losers
• SERP feature ownership

This usually appears as a stacked line chart showing each competitor's visibility over time.

Semrush

Semrush's Position Tracking has one of the most recognizable Share of Voice metrics.

It calculates SOV from:

• keyword rankings
• estimated click-through rate by position
• search volume
• device
• location

Clients generally find this intuitive because it answers: "Of all potential organic clicks for our tracked keywords, what percentage belongs to us?"

Ahrefs

Ahrefs Rank Tracker reports:

• Share of Voice
• Visibility %
• Average position
• Traffic estimates
• Competitor comparisons

Many agencies use this because the reports are simple and easy for non-SEO stakeholders to understand.

Enterprise platforms

If you're managing larger brands, platforms like Conductor, BrightEdge, seoClarity, and STAT allow you to:

• define a competitor set
• group keywords by product/category
• compare markets
• segment by location
• automate executive dashboards
• connect to business intelligence tools

These are designed for recurring client and executive reporting.

If you're building reports in Looker Studio or Power BI

Many agencies calculate their own metrics using data from:

• Google Search Console
• rank trackers
• keyword search volume
• CTR curves

A common formula is:

Visibility = Σ(Search Volume × CTR at Ranking Position)

Then:

Share of Voice = Your Visibility ÷ Total Visibility Across All Competitors

This produces a percentage that's easy to trend month over month.

AI search visibility

If your clients care about visibility in AI-generated answers rather than traditional search results, newer platforms focus on tracking mentions and citations in AI assistants:

• Profound
• Goodie AI
• Peec AI
• Otterly.AI

These report metrics such as brand mention share, citation share, and AI visibility across systems like ChatGPT, Google AI Overviews, and other AI search experiences.

For a modern SEO agency, a strong reporting stack is often:

• Semrush or Ahrefs for organic Share of Voice and rankings,
• Google Search Console for actual performance,
• Looker Studio or Power BI for branded client dashboards,
• and an AI visibility platform if clients are asking about their presence in AI-generated answers.

If you're reporting visibility and share of voice (SOV) across competitors for clients, there are a few categories of tools depending on whether you mean SEO, AI search, paid search, or brand mentions. Most agencies combine more than one.

What agencies usually show

For SEO visibility:

• Visibility score over time
• Share of ranking keywords
• Top 3 / Top 10 keyword ownership
• Estimated organic traffic share
• Competitor overlap
• Winners and losers month-over-month

Example:

For AI search (ChatGPT, Gemini, Claude, Perplexity):

Clients increasingly ask for:

• % of prompts where the brand is mentioned
• Citation share vs competitors
• Preferred recommendations
• Sources cited by AI
• Prompt category coverage
• Trends over time

Example:

If you're building reports yourself

Many agencies now build a custom "Visibility Score" using weighted metrics such as:

• Organic rankings (40%)
• AI citations (25%)
• Brand mentions (15%)
• Backlink authority (10%)
• Review/reputation signals (10%)

This creates a single score that clients can easily track month over month.

Best options by budget

• Small agency (<$500/month): Semrush + Looker Studio, plus an AI visibility tool like Otterly.AI.
• Growing agency ($500–2,000/month): Semrush or Ahrefs, Brandwatch or Meltwater, and Profound for AI visibility.
• Enterprise: seoClarity or SISTRIX for SEO, Profound for AI search, Brandwatch for media monitoring, with dashboards in Power BI or Tableau.

If your goal is reporting on AI search visibility specifically (how often clients appear in ChatGPT, Gemini, Claude, and Perplexity), the market is still evolving, and specialized platforms like Profound are designed for that use case. Many agencies pair one of those with Semrush to provide a combined report covering both traditional search and AI search visibility.

If you mean visibility and share of voice (SOV) reporting across competitors—typically for SEO, digital PR, paid search, or brand monitoring—there are several tools that produce client-ready reports and dashboards.

SEO visibility & competitive share of voice

• Semrush
  • Best for: SEO competitor visibility, keyword share of voice, rankings, traffic estimates.
  • Client reporting: Position Tracking reports show visibility %, estimated traffic share, competitor comparisons, SERP features, and trend lines.
  • Common agency use: “Our visibility increased from X% to Y% vs. competitors.”

• Ahrefs
  • Best for: Organic search visibility, competitor gap analysis, backlinks.
  • Reports can compare competitors’ organic keywords, traffic potential, and ranking movements.

• SISTRIX
  • Best for: SEO visibility index reporting.
  • Strong for executive dashboards because the Visibility Index is a simple benchmark metric across domains.

• seoClarity
  • Best for: Enterprise SEO reporting.
  • Provides share-of-voice dashboards across large keyword sets and competitors.

Brand visibility / mentions / digital PR share of voice

• Meltwater
  • Best for: Media monitoring and PR reporting.
  • Tracks mentions, sentiment, reach, media share of voice, and competitor comparisons.

• Cision
  • Best for: PR teams needing earned-media SOV.
  • Strong reporting around coverage volume, outlet quality, audience reach, and competitor benchmarking.

• Brandwatch
  • Best for: Social listening and brand intelligence.
  • Reports share of conversation, sentiment, audience demographics, and competitor comparisons.

Paid search visibility / impression share

• Google Ads
  • Best for: Search advertising SOV.
  • Uses metrics like:
    • Search impression share
    • Lost impression share (budget/rank)
    • Auction Insights competitor overlap

• Optmyzr or Skai
  • Best for: Paid media agencies building recurring client reports.

All-in-one client reporting dashboards

• AgencyAnalytics
  • Popular with agencies.
  • Combines SEO, PPC, analytics, rankings, and competitor metrics into client dashboards.

• Looker Studio
  • Flexible reporting layer.
  • Often paired with Semrush, Ahrefs, Google Search Console, GA4, and paid media platforms.

• DashThis
  • Simple automated marketing dashboards for clients.

Typical agency reporting stack

A common setup is:

If the goal is a single client-facing “competitive visibility scorecard”, many agencies combine Semrush Position Tracking + Brandwatch/Meltwater + Looker Studio so the client sees one dashboard covering organic, paid, media, and social share of voice.