Tools to Track Share of Voice in AI Search

Seven tools to track share of voice in AI search compared across features, pricing, and measurement methodology, to help brands measure how often they appear in AI-generated answers relative to competitors.

What Is AI Share of Voice and Why Is It Different from Traditional SOV?

Traditional share of voice measures brand visibility across paid ads, organic rankings, and social media. You divide your impressions by the total market impressions and get a percentage. However, that framework breaks down completely in AI search. There are no ad slots. There are no impression counts. You cannot buy your way into a ChatGPT recommendation, and there is no standard “total impressions” denominator to work with.

How AI Share of Voice Is Measured Instead

AI share of voice works differently. You define a fixed set of prompts, the questions your buyers actually ask AI engines, and run them across platforms like ChatGPT, Perplexity, Gemini, Google AI Overviews, and Claude. You record which brands appear, where they appear in the answer, whether they are recommended or merely mentioned, and which sources are cited. Your AI SOV is the percentage of those tracked prompts where your brand appears, measured relative to your competitor set.

Importantly, AI SOV varies significantly by platform. A brand can hold 40% SOV on ChatGPT and only 5% on Perplexity for the same query set, because each engine uses different training data and retrieval methods. Therefore, tools to track share of voice in AI must measure across multiple engines simultaneously, not just one.

Why the Metric Matters in 2026

The stakes are high. According to a 2026 Wynter survey, 84% of B2B CMOs now use AI or LLMs for vendor discovery. Microsoft’s own research confirms that AI-assisted search queries have grown 200% year-over-year among Copilot users. Meanwhile, AI-referred visitors convert at 4.4 times the rate of standard organic visitors. Furthermore, a Chatoptic study of 500 queries found that Google rank and ChatGPT citation correlation is only 0.034, confirming that AI SOV is an entirely independent channel from traditional SEO. Brands that track only organic rankings are therefore missing the channel where purchase decisions increasingly begin.

1. Cognizo

Cognizo is the most complete tool to track share of voice in AI search for teams that want to go beyond measurement and take action in the same platform. It covers 10+ AI engines on Enterprise, including ChatGPT, Google Gemini, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Meta AI, Claude, Grok, and DeepSeek, making it the broadest coverage among all tools in this list.

SOV Tracking Across Seven Engines

Cognizo tracks brand visibility, mention frequency, and competitive share of voice across all monitored platforms. However, what separates Cognizo from other tools to track share of voice in AI is Prompt Volumes. This feature shows what your audience actually asks AI engines, built on billions of real-time signals. As a result, your SOV measurement is grounded in real buyer behavior rather than assumed prompt sets. In addition, Answer Engine Insights pinpoints exactly why AI is not recommending your brand, identifying missing content, site structure gaps, and competitor advantages that directly affect your share of voice.

Beyond SOV Measurement

Cognizo tracks brand visibility, mention frequency, and competitive share of voice across all monitored platforms. However, what separates Cognizo from other tools to track share of voice in AI is Prompt Volumes. This feature shows what your audience actually asks AI engines, built on billions of real-time signals. As a result, your SOV measurement is grounded in real buyer behavior rather than assumed prompt sets. In addition, Answer Engine Insights pinpoints exactly why AI is not recommending your brand, identifying missing content, site structure gaps, and competitor advantages that directly affect your share of voice.

From SOV Data to Published Content

Most SOV tools stop at the dashboard. Cognizo closes the loop. Automated Content Creation turns SOV insights into briefs, drafts, and ready-to-publish content automatically. Furthermore, the platform keeps that content updated as AI answers change, so your share of voice does not decay over time. Therefore, teams spend less time interpreting dashboards and more time improving their actual AI presence.

AI Ads and Revenue Attribution

AI answers now carry ads, and most brands have no visibility into who is bidding on their category. Cognizo surfaces this competitive intelligence and helps teams get their brand in front of qualified buyers directly inside ChatGPT. Moreover, AI Traffic Analytics measures and attributes real traffic and conversions coming from AI platforms, connecting share of voice improvements directly to revenue. Hat Club used Cognizo to turn AI visibility into 20x revenue.

Coverage and Pricing

Available platforms scale by plan. Core tracks 3 platforms with 50 prompts. Growth covers 5 platforms with 150 prompts, adds ChatGPT Ads monitoring, and includes a dedicated customer success manager. Enterprise covers 10+ platforms with custom prompt volumes, SSO/SAML, MCP, and API access. All plans include unlimited regions and prompt volume data.

Pricing:

Core: $149/month (annually), 3 platforms, 50 prompts, 4,500 responses/month, 2 articles/month
Growth: $499/month (annually), 5 platforms, 150 prompts, 22,500 responses/month, 5 articles/month, ChatGPT Ads, customer success manager
Enterprise: custom, 10+ platforms, custom prompts, SSO/SAML, MCP, API, Agency program available

Best for: Marketing teams, agencies, and enterprise brands that want AI share of voice tracking combined with content automation, ChatGPT Ads intelligence, and revenue attribution in one platform.

2. Trakkr

Trakkr is a tool to track share of voice in AI search, covering eight models, ChatGPT, Claude, Gemini, Perplexity, Grok, Meta AI, DeepSeek, and AI Overviews, with daily updates, a competitive leaderboard, and a free plan that does not expire.

SOV Tracking and Competitive Benchmarking

Track monitors visibility score, mention count, and competitive rank across all eight platforms daily. Per-model breakdowns reveal exactly where your brand leads and where competitors outpace it. Crucially, the competitive leaderboard shows relative share of voice for the same tracked prompts, not just your brand’s absolute presence, but your position relative to the specific competitors you define. Trend data is available for 7, 14, and 30-day windows, making it easy to identify whether SOV is improving or declining in response to content and optimization changes.

Citation Source Analysis

Understand surfaces the citation ecosystem behind your AI share of voice. Specifically, it shows which external domains AI engines reference when mentioning your brand, categorized by type including reviews, social, and news. This matters because Google’s guidance on AI Overviews emphasizes that authoritative, well-structured content is the primary citation signal. SE Ranking’s 2025 study of 129,000 domains reinforces this, finding that brand web mentions carry a 35% weight in AI citation models. Knowing which sources drive your SOV is therefore the most direct input to improving it.

Action Layer

Improve synthesizes SOV data weekly into a prioritized action list with projected impact scores and step-by-step playbooks. Furthermore, Google Analytics integration (2-minute setup, no code required) attributes revenue separately by AI source. As a result, share of voice improvements connect directly to business outcomes. For a detailed breakdown of how to improve these numbers once you have them, see tools to improve AI search visibility.

Pricing:

• Free: forever, 1 brand, limited prompts, all 8 models
• Growth: $79/month ($66/month annually), 1 brand, 50 prompts, all 8 models, daily refresh, competitive benchmarking, citation tracking, 25 article credits/month, 3 alerts, CSV export, 14-day free trial
• Scale: $399/month ($331/month annually), 10 brands, 50 prompts each, all 8 models, unlimited seats, white-label, API and MCP, 100 article credits/month, unlimited alerts
• Extra brand: $39/month; extra 50 prompts: $39/month

Best for: Brands and agencies that want multi-engine AI share of voice tracking with competitive benchmarking, a free entry point, and a weekly action layer.

3. Profound

Profound is a tool, designed for teams that need SOV. Its Answer Engine Insights module runs over 15 million prompts per day, making it the platform with the highest data volume in this category.

Enterprise SOV Measurement

Answer Engine Insights tracks brand visibility, mention position, citation frequency, and competitive share of voice across up to 10 AI engines on Enterprise, ChatGPT, Perplexity, Google AI Overviews, Gemini, AI Mode, Copilot, Meta AI, Grok, DeepSeek, and Claude. Coverage scales by plan: Starter covers ChatGPT only, Growth adds Perplexity and Google AI Overviews, and Enterprise covers the full engine set. All plans run daily prompts with fixed response volumes per month.

SOV Intelligence Modules

Prompt Volumes (Enterprise only) provides real user conversation data from opted-in consumer panels, showing what buyers actually ask AI engines segmented by platform, age, and income group. Consequently, share of voice measurement is grounded in real demand rather than assumed prompts. Agent Analytics tracks how AI crawlers interact with your website, showing which pages are read and cited, directly explaining which content is driving SOV and which is not. In addition, Profound Agents generate AEO-optimized content, run gap analyses, and identify publications that would improve citation authority. For a comparison of purpose-built AEO tools alongside SOV platforms, see answer engine optimization tools.

Pricing:

• Starter: $99/month, ChatGPT only, 50 prompts, 1,500 responses/month, 1 seat, no export
• Growth: $399/month, 3 engines, 100 prompts, 9,000 responses/month, 400 agent credits, 3 seats, CSV export
• Enterprise: custom, up to 10 engines, Prompt Volumes, API, SSO/SAML, SOC 2 Type II
• No free trial; no self-serve; 1–3 week onboarding

Best for: Enterprise brands that need AI share of voice data at scale, combined with real user demand intelligence and content automation.

4. Peec AI

Peec AI is a tool to track share of voice in AI using UI scraping technology. This means it captures what real users see, not backend API responses. 

SOV Dashboard and Competitive Tracking

The Dashboard shows brand visibility percentage across tracked AI platforms, a competitive ranking table against your defined competitor set, recent brand mentions with their full response context, and a sources summary in one view. Competitor benchmarking tracks share of voice for the same prompt sets across all monitored competitors simultaneously, with trend data showing who is gaining and losing SOV over time.

Sentiment-Level SOV

Peec AI goes beyond simple SOV percentages. Attribute-level sentiment tracking monitors how AI platforms describe specific aspects of your brand, pricing perception, support quality, ease of use, product reliability. Consequently, teams can identify whether AI is framing a particular dimension negatively even when overall SOV looks healthy. This granularity is particularly useful for brands where AI mentions are present but the framing is undermining conversion.

Coverage and Pricing

Available models include ChatGPT, AI Mode, AI Overviews, Microsoft Copilot, Perplexity, Gemini, and Grok. Enterprise adds Claude and GPT-5 Search via API. Multi-country and multi-language tracking is available on Advanced and above. Additional models can be added to any plan at €30–€140/month.

Pricing:

• Starter: €85/month, 50 prompts, 3 models, unlimited users, daily tracking, 1 project, free trial
• Pro: €205/month, 150 prompts, 3 models, 2 projects
• Advanced: €425/month, 350 prompts, 3 models, 5 projects, multi-country, Looker Studio
• Enterprise: custom, all models, unlimited projects, API, SSO
• Additional model: €30–€140/month

Best for: B2B marketing teams that want sentiment-aware AI share of voice tracking with UI-scraped data and multi-country coverage.

5. SE Ranking + AI Search Add-on

SE Ranking extends its full SEO platform into share of voice in AI tracking via the AI Search Add-on and the standalone SE Visible dashboard. For teams already running traditional SOV measurement in SE Ranking, this integration adds AI share of voice data in the same workspace without a separate tool.

AI SOV Coverage

AI Results Tracker monitors brand mentions and citations across Google AI Overviews, Google AI Mode, ChatGPT, ChatGPT Search, Gemini, and Perplexity daily. It records specific citation URLs, showing which pages drive SOV on each platform. Competitor AI Research benchmarks rivals across all tracked platforms, surfacing the specific prompts where competitors have higher share of voice than your brand. Therefore, teams gain a direct list of SOV gaps to close with content.

SE Visible SOV Dashboard

SE Visible is a standalone dashboard providing an AI visibility score, competitor SOV rankings, average placement, and net sentiment across ChatGPT, Perplexity, AI Mode, AI Overviews, and Gemini. It is designed specifically for executive-level share of voice reporting, clean metrics without requiring access to the full SE Ranking platform.

Pricing:

• Core: $103.20/month (annually), 100 AI prompts daily, 5 GEO domains
• Growth: $223.20/month (annually), 250 AI prompts daily, 15 GEO domains, historical data
• AI Search Add-on: +$71.20/month (annually), 200 additional prompts, AI Results Tracker, unlimited competitor research
• SE Visible standalone: from $189/month
• 14-day free trial, no credit card required

Best for: SEO teams that want AI share of voice tracking alongside traditional SOV metrics in one integrated platform.

6. Semrush AI Visibility Toolkit

Semrush offers tools to track share of voice in AI as part of its dedicated AI Visibility Toolkit, which sits inside the established Semrush platform. For teams that already measure traditional SOV in Semrush, therefore, adding AI share of voice tracking requires no new workflow or login.

SOV and Competitive Reports

Brand Performance generates synthetic prompts from your domain and tracks weekly AI platform responses across ChatGPT, Google AI, Gemini, and Perplexity. Importantly, it combines Share of Voice with Sentiment analysis in the same report, showing not just your SOV percentage but whether the mentions driving it are positive or negative. Competitor Research benchmarks up to four rivals simultaneously, surfacing the exact prompts where their share of voice exceeds yours. Furthermore, Prompt Research identifies high-volume AI prompts by topic and intent, helping teams prioritize which SOV gaps matter most.

Platform Limitations

Coverage on standalone plans is limited to ChatGPT, Google AI, Gemini, and Perplexity. Grok and Claude require an Enterprise upgrade. Additionally, there is no free trial, and additional users cost from $45/month each.

Pricing:

• Base: $99/month per domain (annually), 25 prompts tracked daily, 4 AI platforms, Share of Voice report, no free trial
• Additional user: from $45/month; additional domain: $99/month
• Semrush One Starter: $199/month, 5 sites, 50 prompts
• Semrush One Pro+: $299/month, 15 sites, 100 prompts
• Enterprise: custom, adds Grok, Claude, ROI attribution

Best for: Teams already using Semrush that want AI share of voice data layered onto existing SOV and keyword reporting.

7. Manual Tracking

Manual tracking is the zero-cost approach to tools to track share of voice in AI, open platforms directly, enter prompts, and record which brands appear. It requires no setup, no subscription, and gives you a direct view of exactly what users see.

Where Manual SOV Tracking Works

For an initial SOV baseline, manually running 10–20 priority prompts across two or three AI platforms can give a team its first competitive picture quickly. Moreover, manual checking is useful for verifying a specific SOV shift flagged by an automated tool, or for understanding how a new AI platform frames your category before investing in full tracking.

Where It Breaks Down as a SOV Tool

However, manual tracking has fundamental limitations as an ongoing share of voice measurement method. SOV requires consistent prompt sets, consistent timing, and consistent competitor sets to produce comparable data over time. Manual tracking cannot guarantee any of these. In addition, running 50 prompts across seven platforms manually takes hours per week. Furthermore, citation drift means last week’s results may already be outdated, ChatGPT changes its cited sources 54.1% of the time month over month. Therefore, manual tracking works only as a starting point, not as a systematic SOV measurement method.

Pricing: Free.

Best for: Initial SOV audits, zero-budget validation, and spot-checks of specific AI responses.

Summary: Tools to Track Share of Voice in AI Compared

Quick Comparison Table

Platform Summaries

1. Cognizo,the most complete tool to track share of voice in AI search. Core at $149/month with 3 platforms and 50 prompts. Growth at $499/month with 5 platforms, ChatGPT Ads, and a customer success manager. Enterprise covers 10+ engines with custom volumes, SSO/SAML, MCP, and API. Action layer includes automated content creation, content briefs, auto-publish, ChatGPT Ads monitoring, AI Ads bidding intelligence, AI Traffic Analytics, revenue attribution, prompt volume insights, site structure recommendations, competitor gap analysis, and content update alerts. Agency program available.
2. Trakkr, free plan covering different models. Growth at $79/month with daily SOV tracking, competitive leaderboard, citation analysis, weekly action playbook, and GA4 revenue attribution. Scale at $399/month for agencies.
3. Profound, tool to track share of voice in AI from $99/month (ChatGPT only) to custom Enterprise (up to 10 engines, 15M+ daily prompts). Includes crawler analytics, content agents, and Prompt Volumes on Enterprise.
4. Peec AI, SOV tracking platform from €85/month. UI-scraped data, attribute-level sentiment, competitive ranking, 3 models on base plans.
5. SE Ranking + AI Search Add-on, $103.20/month plus $71.20/month (annually). SOV tracking across 6 AI surfaces, citation URL reporting, competitor gap analysis. SE Visible standalone dashboard from $189/month. 
6. Semrush AI Visibility, $99/month per domain. SOV plus Sentiment in one report across 4 AI platforms. Competitor benchmarking on up to 4 rivals. Grok and Claude at Enterprise only. 
7. Manual Tracking, free. Useful for initial SOV audits and zero-budget validation. Not viable as a consistent AI share of voice measurement method.