Most marketing teams now run at least two AI visibility tools. One that tells them what ChatGPT says. One that tells them what to do about it. Few do both well.
Why "AI Visibility" Is a Real Category Now
ChatGPT crossed 900 million weekly active users in February 2026. Google AI Overviews now appear across a significant share of high-intent queries. Perplexity has carved out the research and analyst segment. Claude and Gemini cover enterprise and Google Workspace surfaces respectively.
Together these surfaces represent a new demand layer. A buyer asking "what's the best CRM for a 50-person sales team" doesn't see your Google ranking. They see whatever ChatGPT tells them.
The problem? Traditional SEO tools weren't built to monitor this layer. Ahrefs and Semrush track Google rankings. Brand24 and Mention track social and news sentiment. Neither answers the question "what does ChatGPT say about us when a buyer asks?"
AI visibility tools fill that gap. Some specialize. Some are extensions of existing platforms. Each solves a slightly different slice of the problem.
For background on the underlying discipline, see our AEO explained guide for 2026.
The Four Categories of AI Visibility Tools
Not every AI visibility tool does the same thing. Before comparing options, decide which category solves your problem.
Category 1: Dedicated AEO Platforms
What they do: Run prompts on a schedule across multiple AI engines, parse the responses, and track citation share, mention rate, sentiment, and competitive position over time.
Best for: Teams treating AI visibility as a primary marketing discipline.
Trade-off: Single-purpose tools. You'll likely run one alongside your existing SEO and brand monitoring stack.
Category 2: SEO Suites with AI Features
What they do: Existing SEO platforms (Ahrefs, Semrush, SE Ranking, Conductor) have added AI visibility tracking as features within their broader platform.
Best for: Teams already paying for a major SEO suite who want AI tracking as an extension.
Trade-off: Less depth than dedicated AEO platforms. Engine coverage is usually narrower. Often bundled into higher-priced enterprise tiers.
Category 3: Brand Monitoring Tools
What they do: Brand24, Mention, Brandwatch, and similar tools track brand mentions across the web, social, news, and forums. Many have added AI-source monitoring as their content sources expand.
Best for: Teams that already use a brand monitor and want AI sources folded into the same dashboard.
Trade-off: They monitor mentions, not the answer-engine layer specifically. You'll see when AI-generated content mentions you, but not what the AI engines say in real-time when prompted.
Category 4: DIY / Manual Approaches
What they do: Spreadsheets. Custom scripts. Manual prompt batches run weekly. Open-source AI visibility scripts.
Best for: Solo founders, very early-stage startups, or teams running a one-time baseline before investing in tooling.
Trade-off: Time-intensive and inconsistent. Doesn't scale past one or two brands.
Category 1: The Best Dedicated AEO Platforms
The dedicated AEO category is the most active and the most rapidly evolving slice of AI visibility tooling. Six platforms anchor the conversation.
Otterly AI
Otterly AI covers six AI engines (ChatGPT, Perplexity, Google AI Overviews, Gemini, Copilot, AI Mode) on every plan. Strong workspace features for agencies. Clean interface that non-technical marketers can use.
Pricing: Lite $29/month (15 prompts), Standard $189/month, Premium $489/month.
Weaknesses: The Lite plan's 15-prompt limit is restrictive for serious monitoring. No content creation tools. Limited diagnostic depth on why you're not appearing in AI answers. Strongest for: Marketing teams and agencies that want broad engine coverage and a simple onboarding curve.
Profound
Enterprise-positioned. Detailed analytics, daily tracking, SOC 2 compliance, SSO, and API access on Enterprise plans.
Pricing: Starter $99/month (ChatGPT only), Lite $499/month (4 engines), Enterprise custom.
Weaknesses: Expensive. The Lite plan at $499/month sits above the category average. The Starter plan limits you to ChatGPT only. The jump from $99 to $499 is steep with no mid-tier option. Strongest for: Regulated industries that need compliance and enterprise security.
friction AI
friction AI focuses on the diagnostic layer of AI visibility. Per-provider score breakdowns, source credibility scoring, search query extraction (which keywords each AI model actually searched when researching your brand), and an Experiments framework for running A/B and pre/post tests against visibility outcomes.
Pricing: Starts at $69/month.
Weaknesses: No content generation or writing features. Newer platform with a smaller user base than established competitors. Currently focused on diagnostics rather than content production workflows. Strongest for: Teams that want to understand the mechanics of why AI does or doesn't recommend them and act on the data.
Peec AI
Differentiator is the Actions feature: visibility data clustered into a prioritized roadmap of owned and earned media opportunities. Unlimited seats on every tier.
Pricing: Starter $89/month, Pro $199/month, Enterprise $499/month.
Weaknesses: Base tracking covers ChatGPT, Perplexity, and AI Overviews only. Gemini, Google AI Mode, and Claude require paid add-ons. The 25-prompt Starter limit is tight for serious monitoring. Strongest for: Teams that want fast translation from monitoring data to a to-do list.
AthenaHQ
Credit-based pricing with an expert-driven analysis layer on top of automated tracking.
Pricing: $95 first month, then $295/month (3,600 credits).
Weaknesses: Credit system gets expensive with multiple brands or heavy prompt monitoring. No free trial. Pricing transparency is limited until you're deep into onboarding. Strongest for: Mid-size teams that want hands-on optimization guidance, not just dashboards.
For a direct look at how the two enterprise leaders stack up head-to-head, see our Profound vs AthenaHQ comparison.
Writesonic
Pivoted from AI writing into a full GEO + SEO platform. 10+ engine coverage, Reddit and UGC forum monitoring tied to citation gap fixing.
Pricing: Business plans starting at $199/month.
Weaknesses: Less depth on competitive benchmarking than purpose-built AEO tools. The bundled writing-plus-tracking model can feel diffuse if you only want monitoring. No search query extraction. Strongest for: Content marketing teams that want tracking and content production in one workflow.
For a deeper head-to-head comparison of these six platforms, see our best AEO platforms 2026 comparison.
Category 2: SEO Suites with AI Visibility Features
The major SEO platforms have all added some form of AI visibility tracking. Coverage and depth vary widely.
Ahrefs Brand Radar
Brand Radar tracks brand visibility across six AI surfaces: Google AI Overviews, Google AI Mode, ChatGPT, Perplexity, Gemini, and Copilot. Ahrefs draws on 260M+ monthly prompts sourced from real search behavior (not synthetic) to produce visibility scores, share of voice, and brand coverage metrics. Custom AI prompt tracking was added in January 2026.
Pricing: $199/month per individual AI platform index, or $699/month for the bundle of all six. Ahrefs base subscription is required on top.
Strongest for: Teams already on Ahrefs who want AI tracking inside the same suite, particularly the search-backed prompt sourcing.
Limitation: Total cost adds up fast once you stack the AI bundle on a paid Ahrefs plan. Sampling has been called out as partial in some reviews.
Semrush AI Visibility Toolkit
Semrush's AI Visibility Toolkit tracks daily brand visibility in ChatGPT Search and Google AI Mode, generates an AI Visibility Score (0-100) benchmarked against competitors, surfaces brand mentions and sentiment, and runs a site audit for AI crawler-blocking technical issues.
Pricing: $99/month for the AI Visibility Toolkit. Semrush One bundles SEO and AI visibility into Starter, Pro+, and Advanced tiers with scaling prompt limits.
Strongest for: Existing Semrush customers who want AI visibility data in the same workspace as their SEO and competitive research.
Limitation: Engine coverage is narrower than dedicated AEO platforms (ChatGPT Search and Google AI Mode are core; broader engines vary by tier). No search query extraction.
SE Ranking (AI Visibility Tracker / SE Visible)
SE Ranking's AI visibility stack covers Google AI Overviews, Google AI Mode, ChatGPT, Gemini, and Perplexity with brand mention and link tracking, source analysis showing which domains AI cites in overviews, historical SERP data with cached snapshots, and a "No cited" feature that flags competitor mentions where your brand is missing. The standalone SE Visible product extends this further as a dedicated AI visibility platform.
Strongest for: Mid-market teams that want both traditional SEO and AI visibility at a lower price point than enterprise platforms. Reviewers describe it as roughly 90% of premium-tool functionality at a fraction of the cost.
Limitation: Less brand-side diagnostic depth than purpose-built AEO platforms. No search query extraction.
Conductor (AI Search Performance)
Conductor positions itself as the most mature enterprise-grade AEO + GEO + SEO platform. Its AI Search Performance product connects AI visibility data with the content driving citations, audience interactions with that content, and the competitive landscape around your category. Conductor publishes the annual AEO/GEO Benchmarks Report, one of the largest cross-industry datasets on AI-driven brand visibility.
Strongest for: Fortune 500 marketing teams with existing enterprise SEO programs, mature content operations, and budget for an integrated platform.
Limitation: Enterprise pricing (industry estimates put average annual spend around $61K). Not built for startups or lean teams.
(Note: Gauge at withgauge.com is a separate AEO platform, not a Conductor product, despite occasional confusion. It sits closer to the dedicated AEO category at $99/month entry pricing.)
Category 3: Brand Monitoring Tools With AI Sources
Traditional brand monitors have started ingesting AI-generated content as content sources. They're not built to query the answer engines directly, but they catch downstream AI-generated mentions.
Brand24
Established social and web mention monitor. Has added AI-generated content sources to its monitoring feed.
Strongest for: Teams that already use Brand24 for social and want to fold AI mentions into the same dashboard.
Limitation: Doesn't query AI engines on a prompt schedule. You'll catch mentions when AI content gets indexed, not when ChatGPT recommends you in real-time.
Mention
Similar positioning to Brand24. Real-time web and social monitoring with sentiment analysis. Has expanded source coverage to include AI outputs.
Strongest for: PR and comms teams already using Mention.
Limitation: Same as Brand24. Mentions, not citations or recommendations.
Brandwatch
Enterprise social listening platform with deep sentiment analytics. AI-generated content is now in its source mix.
Strongest for: Large enterprise comms teams.
Limitation: Pricing and complexity overshoot most marketing teams. Built for social listening first.
Category 4: DIY and Manual Approaches
For teams not yet ready for paid tooling.
Manual Prompt Baselining
Pick 20 to 30 representative category prompts. Run each one weekly in ChatGPT, Perplexity, Gemini, and Google AI Overviews. Record mentions, citations, and sentiment in a spreadsheet.
Best for: Solo founders or very early-stage teams establishing a baseline.
Limitation: Doesn't scale. Easy to skip weeks. Hard to spot trends without consistent data structure.
Open-Source Visibility Scripts
GitHub has a growing collection of open-source scripts that automate prompt batches against AI APIs and parse responses.
Best for: Technical teams comfortable maintaining custom code.
Limitation: Maintenance burden. API costs add up. No competitive benchmarking out of the box.
How to Build an AI Visibility Stack
I tested every platform in this guide before shipping friction AI. The stacks below are what I'd actually recommend to a peer, not the setup that maximizes my own product's footprint.
Most teams end up with two tools, not one. The right combination depends on what you already have and what gap you're trying to close.
Stack A: Solo Founder / Early Startup
- Manual baseline (free, weekly spreadsheet)
- Move to Otterly AI Lite ($29/month) once you outgrow the manual approach
Stack B: SEO Team Adding AEO
- Existing SEO suite (Ahrefs, Semrush) for traditional SEO
- friction AI ($69/month) for AEO diagnostics and search query extraction
Stack C: Marketing Team With No Existing Stack
- Otterly AI Standard ($189/month) for broad AEO monitoring
- Brand24 for general brand mention monitoring across social and web
Stack D: Enterprise / Regulated Industry
- Profound ($499+/month) for compliance-grade AEO tracking
- Brandwatch for enterprise social listening
- Conductor for traditional SEO
Stack E: Content-Heavy Team
- Writesonic ($199/month) for combined tracking and content production
- friction AI ($69/month) layered on top for diagnostic depth
How to Choose Your AI Visibility Stack
Three questions to ask before picking tools.
1. Is AI visibility a core discipline or a side metric?
If it's core, invest in a dedicated AEO platform. Generic SEO suites with AI features will leave you blind to engine-specific behaviors.
2. Do you need monitoring or optimization?
Otterly and Brand24 monitor. friction AI and Peec AI surface actions. AthenaHQ adds expert guidance. The "monitor only" tools are cheaper, but you'll spend the saved budget on consultants to interpret the data.
3. How many AI engines actually matter to your audience?
If your buyers are mostly using ChatGPT, you don't need 10-engine coverage. If you sell into research, analyst, or enterprise segments, Perplexity, Gemini, and Claude all matter and you need broader coverage.
The AI Visibility Tooling Market Will Consolidate
The current category looks like the SEO tooling market in 2010. Lots of point solutions. Different vendors solving overlapping slices. Pricing models still being tested. By 2028 expect significant consolidation through M&A and feature expansion. The dedicated AEO platforms will absorb features from brand monitors. SEO suites will close the gap on dedicated AEO tools or partner with them.
For now, picking the right stack matters more than picking the right single tool. Get the right combination of monitoring, diagnostics, and action surface, and you'll cover the demand layer that traditional tools miss.
For the deep comparison of dedicated AEO platforms, see our best AEO platforms 2026 guide. For the underlying discipline, see AEO explained for 2026.
Frequently Asked Questions
What's the difference between AI visibility tools and SEO tools?
SEO tools track rankings, backlinks, and organic traffic on traditional search engines like Google and Bing. AI visibility tools track how your brand appears in AI-generated answers from ChatGPT, Perplexity, Gemini, Google AI Overviews, and similar engines. The two surfaces don't fully overlap; you can rank #1 on Google and still be invisible in ChatGPT.
Do I need a dedicated AI visibility tool, or can I add it to my existing SEO platform?
It depends on how core AI visibility is to your strategy. If it's a side metric, the AI features in Ahrefs, Semrush, or SE Ranking are enough. If it's a primary discipline, dedicated AEO platforms (friction AI, Otterly AI, Profound) go significantly deeper on engine-specific signals, source credibility, and search query extraction.
How much should I expect to pay?
Entry-level AEO platforms start at $29 to $99 per month. Mid-tier plans typically run $189 to $499/month. Enterprise pricing for Profound, AthenaHQ, and Conductor is custom. Adding AI features to an existing SEO suite is usually bundled into higher-tier plans rather than priced separately.
Can I track AI visibility for free?
You can baseline manually by running prompts in each engine and recording results in a spreadsheet. That works for a one-time snapshot. For ongoing tracking, free options don't exist at meaningful scale; even open-source scripts incur API costs.
Which AI engines should my tool cover?
At minimum: ChatGPT, Perplexity, and Google AI Overviews. ChatGPT has the largest user base. Perplexity is heavily used by researchers and analysts. Google AI Overviews now appears across a significant share of high-intent queries. Add Gemini, Claude, and Copilot if you sell into Google Workspace, Anthropic, or Microsoft-heavy environments.
How often should AI visibility data refresh?
Daily is ideal. Weekly is the practical minimum for catching meaningful changes. Monthly cadence misses too many engine updates and prompt-level shifts. Most paid platforms run on a daily or near-daily cadence.
Start Tracking Your AI Visibility
friction AI shows you exactly what AI says about your brand, which sources it cites, what keywords each model searches, and where competitors outperform you. Track visibility, sentiment, and purchase intent across ChatGPT, Gemini, Perplexity, and Google AI Overviews on a nightly cadence.
Related Articles
- Best AEO Platforms 2026: Answer Engine Optimization Tools Compared
- AEO Explained: The Complete Guide for 2026
- SEO and AEO: How They Work Together
- Best GEO Tools 2026
Tool feature descriptions reflect publicly available information as of April 2026. AI visibility tooling moves fast; verify vendor pages for current capabilities and pricing before purchasing.