Best AI visibility tools in 2026: 8 platforms compared

ChatGPT crossed 900M weekly active users by early 2026. Perplexity, Gemini, and Claude handle hundreds of millions of queries daily. When someone asks "what's the best payments API" or "which project management tool should I use," an AI engine answers. It names brands. It cites sources. If your brand is not in that answer, you do not exist in that buyer's consideration set.

The problem: most marketing teams have no systematic way to track this. They check ChatGPT manually, miss overnight changes, and have no idea what Perplexity or Claude are saying. By the time they notice a drop in pipeline, a competitor has already been cemented as the default recommendation across every major engine.

The three tools that address this most completely are Mentionova, Profound, and Ahrefs Brand Radar. Mentionova leads for teams that need to monitor up to six major AI engines and execute content fixes in the same platform. Profound is the enterprise pick for analytics-heavy teams tying AI impressions to conversions. Ahrefs Brand Radar is the natural choice for SEO teams already inside the Ahrefs ecosystem. The rest of this list covers every budget and use case from $29/month solo tracking to $3,000+/month enterprise strategy platforms.

Key takeaways

• AI visibility tools track whether your brand appears in answers generated by ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Reddit, not just traditional search rankings.
• Engine coverage varies significantly across tools. Some cover only two or three engines; others cover ten or more. Blind spots on any major engine mean missed competitive intelligence.
• Reddit is the largest AI citation source, accounting for 40% of all citations in AI-generated answers. Most tools do not have a dedicated Reddit engagement workflow.
• The best tools go beyond monitoring. They deliver ranked plays, pre-drafted content fixes, and content production workflows so teams can act on what they find, not just observe it.
• Pricing spans from $29/month for entry-level prompt tracking to $3,000+/month for enterprise platforms with strategy sessions included.
• SEO teams already using Ahrefs or Semrush can access AI visibility features within those platforms, but standalone tools offer broader engine coverage, faster refresh cycles, and deeper content execution capabilities.
• No pixel, tag, or code installation is required for most tools on this list. Setup takes minutes, not weeks.

Quick comparison table

What is AI visibility?

AI visibility is the measure of how often and how prominently a brand appears in answers generated by AI search engines and large language models. Unlike traditional search rankings, which track where a page appears in a list of results, AI visibility tracks whether the AI names your brand at all, in what context, with what sentiment, and citing which sources.

Why AI visibility matters

Traditional search is losing share fast. Gartner projects a 25% decline in traditional search volume as AI-generated answers handle more queries at the top of the funnel. When a buyer asks an AI engine "what's the best tool for X," the engine produces a direct answer. It does not show ten blue links. It names two or three brands and explains why. If your brand is not named, that buyer's consideration set closes without you in it.

The shift is not hypothetical. AI Overviews now reach approximately 2 billion people monthly. Perplexity, ChatGPT, and Claude handle buying-intent queries at scale. The brands that appear in those answers are building a compounding advantage: more citations lead to more training data signals, which leads to more citations.

How AI visibility is measured

The core metrics AI visibility tools track include:

• Mention rate: The percentage of tracked queries where the brand appears in the AI answer.
• Share of voice: The brand's mention rate as a percentage of total mentions across all tracked competitors.
• Citation count: The number of times the brand's owned pages are cited as sources in AI answers.
• Citation velocity: The week-over-week trend in citation gains or losses.
• Engine coverage: Which of the major AI engines mention the brand and for which query types.
• AI visibility score: A composite number aggregating all signals into a single trackable metric.

How we evaluated these tools

Eight criteria separate the tools that actually move the needle from the ones that produce dashboards teams stop checking after two weeks.

The best AI visibility tools

1. Mentionova

Mentionova is an AI visibility platform that tracks how brands appear in answers generated by ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Reddit, then delivers ranked plays to recover lost citations and close gaps with content production workflows.

The Starter plan covers three engines (ChatGPT, Perplexity, Google AI Overviews). Scale and Enterprise plans add Claude, Gemini, and Reddit for full six-engine coverage. The core monitoring loop generates category-specific, comparison, and defensive prompts automatically. No manual prompt creation. It runs those prompts across your plan's engines on a configurable schedule (every two hours, daily, or weekly), logs every mention, citation, source URL, positioning, and sentiment shift, and delivers a daily brief synthesizing overnight changes into ranked action items with pre-drafted next moves.

What separates Mentionova from every other tool on this list is the combination of up to six-engine coverage and an end-to-end content production system on Enterprise plans. Most tools tell you where you dropped. Mentionova tells you where you dropped, which competitor page the engine cited instead, and gives you a pre-drafted play to win the citation back. Then it lets you execute that play inside the same platform using content workflows built on a DAG (directed acyclic graph) system where research feeds outlines, outlines feed drafts, drafts feed human review, and review feeds CMS push.

The AI visibility tracking system scores visibility across 12+ signals: mention rate, citations, share of voice, engine coverage, citation velocity, competitor gap analysis, engine-by-week heatmap, and source leaderboard. The composite AI visibility score gives CMOs a single number for board reporting. The daily brief is one read, not ten tabs. Only what changed, with the next move already drafted.

Key features

• Three to six engines depending on plan: ChatGPT, Perplexity, Google AI Overviews on Starter; plus Claude, Gemini, Reddit on Scale and Enterprise
• Automated query generation across category, comparison, and defensive prompt types with no manual prompt creation required
• Configurable refresh cycles: every two hours, daily, or weekly
• Daily brief synthesizing overnight changes into ranked action items with pre-drafted plays
• Drift detection alerts when an engine drops the brand from a previously held answer
• Competitor movement alerts flagging when a rival gains ground on specific queries
• Content Grids with DAG-based column dependencies for end-to-end research-to-publish workflows (Enterprise)
• Brand voice integration on every generated article with competitor link stripping and post-processing (Enterprise)
• Reddit engagement module: thread discovery, citation impact prioritization, AI-drafted replies queued for human approval (Scale+)
• Opportunities engine identifying specific content gaps and untapped queries with expected citation lift estimates
• Brand Marketplace matching brands by niche adjacency for newsletter swaps, co-created content, podcast guest swaps, and more
• Google Search Console and Google Analytics 4 integrations correlating traditional SEO with AI visibility
• White-label shareable reports for agencies with custom branding (Scale+)
• Multi-workspace organizations with role-based permissions and per-member tab access controls (Enterprise)
• No pixel, tag, or code installation required. First signal in approximately two minutes.

Best for

Mentionova is the primary recommendation for mid-market SaaS companies, fintech firms, developer tool makers, and marketing agencies that need to measure AI visibility across all major engines and execute content fixes in the same platform. It is especially strong for teams that have already accepted that AI search matters and are now asking "what do we actually do about it." The combination of up to six-engine coverage, automated query generation, daily briefs with pre-drafted plays, and Content Grids (Enterprise) makes it the only tool on this list that covers the full loop from monitoring to published fix.

Notable clients include Upwork, Reddit, HeyGen, Alpaca, Landbase, Alma, Firework, Resolve, Vitamin Shoppe, Opensend, Luxury Presence, Every, and Herb.

Pricing

• Starter: $99/month (annual) or $125/month (monthly). 25 prompts, 1 workspace, 3 seats, 3 engines.
• Scale: $320/month (annual) or $400/month (monthly). 100 prompts, 1 workspace, 3 seats, all 6 engines.
• Enterprise: $799/month (annual) or $999/month (monthly). 400 prompts, 3 workspaces, all 6 engines.

See Mentionova pricing

2. Profound

Profound is an enterprise AI visibility analytics platform that tracks how brands appear in LLM responses across more than ten AI engines and ties those impressions to downstream on-site behavior and conversions.

The platform covers ChatGPT, Perplexity, Google AI Mode, Gemini, Copilot, Meta AI, Grok, DeepSeek, Claude, and Google AI Overviews. That breadth is its primary differentiator. For enterprise teams that need to know what every major AI surface is saying about their brand, Profound's engine coverage is the widest on this list. The platform also includes crawl log analysis showing how AI systems interact with site content, which is useful for technical teams diagnosing why certain pages are not being cited.

The analytics layer is where Profound earns its enterprise positioning. AI-to-conversion analytics connect AI exposure to on-site behavior, giving data teams a path from "the AI mentioned us" to "that mention influenced a conversion." Most monitoring tools stop at the mention. Profound traces the downstream effect. The platform raised a $10M seed in June 2025, making it one of the newer entrants but one with significant backing.

Key features

• Tracks 10+ AI engines including ChatGPT, Perplexity, Google AI Mode, Gemini, Copilot, Meta AI, Grok, DeepSeek, Claude, and Google AI Overviews
• AI-to-conversion analytics connecting AI exposure to on-site behavior and conversions
• Prompt-level insights and visibility trends by model and topic
• Crawl log analysis showing how AI systems interact with site content
• Positioned as a full-funnel analytics platform for data and marketing teams

Best for

Enterprise and upper mid-market marketing, growth, and analytics teams that need multi-model coverage plus analytics tying AI visibility to business outcomes. Strong fit when the team includes data analysts who need to connect AI impressions to revenue attribution.

Pricing

Starts at $99/month for a ChatGPT-only starter plan. Multi-engine plans start at $399/month.

3. Ahrefs Brand Radar

Ahrefs Brand Radar is the AI visibility module within the Ahrefs SEO platform. It tracks brand presence across AI search surfaces using 260M+ real monthly prompts to calculate visibility scores and share-of-voice metrics.

The data methodology is the key differentiator here. Most AI visibility tools generate synthetic prompts and run them against AI engines. Ahrefs derives its visibility scores from real search behavior at scale, which means the queries reflect what buyers are actually asking, not what a tool's algorithm thinks they should be asking. Custom AI prompt tracking was added in January 2026, giving teams the ability to track specific queries on top of the base dataset.

For SEO teams already inside Ahrefs, Brand Radar is the natural first step into AI visibility. The integration with Ahrefs' existing suite (rankings, site audits, competitive analysis, link data) means teams do not need to context-switch between platforms. The tradeoff is that Brand Radar requires an Ahrefs subscription and adds cost on top of it. Teams evaluating standalone AI visibility tools should weigh whether the Ahrefs ecosystem integration justifies the combined cost versus a dedicated platform.

Key features

• Tracks Google AI Overviews, Google AI Mode, ChatGPT, Perplexity, Gemini, and Copilot
• Uses 260M+ real monthly prompts from actual search behavior to calculate visibility scores
• Brand Visibility Scores and competitive share-of-voice benchmarks
• Custom AI prompt tracking added January 2026
• Integrated with Ahrefs' full SEO suite: rankings, site audits, competitive analysis, and link data

Best for

SEO teams already using Ahrefs who want AI visibility powered by real search-like prompt data at scale without switching platforms. The data volume and ecosystem integration are the primary draws.

Pricing

$199/month per AI platform or $699/month for all AI platforms. Requires an active Ahrefs subscription, which runs $108 to $374/month depending on plan.

4. Semrush AI Visibility Toolkit

Semrush AI Visibility Toolkit is the AI search monitoring feature set within the Semrush platform. It tracks brand visibility in ChatGPT Search and Google AI Mode, generates an AI Visibility Score from 0 to 100, and surfaces brand mentions, sentiment, and competing sources in AI outputs.

The integration with Semrush's core SEO suite is the primary reason to choose this over a standalone tool. Teams already running keyword tracking, site audits, and competitive analysis in Semrush can add AI visibility to the same workflow without a new vendor relationship. The toolkit also identifies technical issues blocking AI crawlers, including robots rules and rendering problems, which is useful for teams doing GEO (Generative Engine Optimization) work alongside traditional SEO.

The engine coverage is narrower than standalone tools. ChatGPT Search and Google AI Mode are the primary surfaces tracked. Teams that need visibility across Claude, Perplexity, Reddit, and other engines will find gaps. The $99/month AI Toolkit covers 300 daily queries for one domain, and full Semrush platform costs run from $165 to $455/month depending on plan tier.

Key features

• Tracks ChatGPT Search and Google AI Mode with an AI Visibility Score from 0 to 100
• Surfaces brand mentions, sentiment, and competing sources in AI outputs
• Identifies technical issues blocking AI crawlers (robots rules, rendering)
• Integrated with Semrush's core SEO suite: keyword rankings, site audits, and competitive analysis
• 300 daily queries per domain on the AI Toolkit plan

Best for

SEO teams already using Semrush who want combined SEO and AI visibility workflows in one interface. The right choice when reducing tool sprawl matters more than maximum engine coverage.

Pricing

$99/month for the AI Toolkit (one folder, one domain, 300 daily queries). Full Semrush platform plans range from $165 to $455/month.

5. Peec AI

Peec AI is an AI visibility and optimization platform that monitors brand mentions and citations across multiple LLMs and surfaces content improvement recommendations for AI search.

The engine breadth at higher tiers is notable: ChatGPT, Perplexity, Claude, Gemini, Google AI Mode, AI Overviews, DeepSeek, Copilot, Llama, and Grok. For teams that need to track emerging engines like DeepSeek and Grok alongside the major platforms, Peec AI covers more surfaces than most tools at its price point. Citation intelligence identifies which sources appear in AI answers and why, giving teams a starting point for understanding what content the engines are rewarding.

Agency-friendly pricing and unlimited seats (noted in multiple comparisons) make Peec AI a practical option for teams managing multiple brands or clients. The tool is frequently cited in landscape pieces as the best fit for daily prompt monitoring with broad engine coverage at a mid-market price.

Key features

• Tracks 300+ prompts per day across ChatGPT, Perplexity, Claude, Gemini, Google AI Mode, AI Overviews, DeepSeek, Copilot, Llama, and Grok at higher tiers
• Citation intelligence identifying which sources appear in AI answers and why
• Competitor visibility comparison and share-of-voice metrics
• Sentiment analysis on AI responses
• Unlimited seats noted in comparisons; agency-friendly pricing structure

Best for

Agencies and SMBs needing daily prompt monitoring with broad engine coverage at a mid-market price. Strong fit for teams that want to track emerging engines like DeepSeek and Grok alongside the major platforms.

Pricing

Starts at €89/month (~$96) for 25 prompts. Agency bundle available.

6. Otterly AI

Otterly AI is a self-serve AI visibility platform that tracks how often brands appear in AI answers and monitors mention trends over time across major LLMs.

The value proposition is simplicity and price. Setup is fast. Dashboards are straightforward. The Lite plan covers 15 prompts and starts at $29/month, making it the most accessible entry point on this list. Higher tiers add more prompts, more brands, and expanded engine coverage. Unlimited brands from the Standard tier makes it practical for agencies monitoring many clients at low per-brand cost.

Otterly does not have the content execution layer, Reddit engagement module, or DAG-based workflow system of a platform like Mentionova. It is a monitoring tool. For teams that need a quick, affordable way to answer "are we showing up in AI answers," Otterly delivers that without enterprise complexity or a sales cycle.

Key features

• Prompt monitoring across ChatGPT, Gemini, and Perplexity (additional LLMs at higher tiers)
• Brand mention tracking and frequency trend monitoring over time
• Basic sentiment analysis of AI responses
• Multi-brand monitoring with unlimited brands from Standard tier
• Fast setup and straightforward dashboards

Best for

Solo marketers and small agencies that need simple, low-cost AI tracking for multiple brands without enterprise complexity. The right starting point for teams new to AI visibility monitoring.

Pricing

Starts at $29/month (Lite: 15 prompts). Ranges from $25 to $422/month depending on tier.

7. Evertune

Evertune is an enterprise AI visibility platform that monitors brand presence and competitive shifts across major LLMs with real-time alerts and integrated GEO workflows.

The positioning is clear: this is a platform for large enterprise brands with significant budgets and complex competitive landscapes. Real-time competitive monitoring alerts teams when competitors begin appearing in AI responses for tracked queries. Share-of-voice and trend dashboards cover AI impressions across surfaces. The integrated GEO workflow layer lets teams act on identified gaps rather than just observe them. Strategy sessions are included at higher tiers, which matters for enterprise teams that want vendor support alongside the tooling.

At $3,000+/month with strategy sessions included, Evertune is priced for organizations where AI visibility is a board-level priority and the budget reflects that.

Key features

• End-to-end AI visibility monitoring across major LLMs
• Real-time competitive monitoring and alerts when competitors appear in AI responses
• Share-of-voice and trend dashboards for AI impressions
• Integrated GEO workflows to act on identified gaps
• Strategy sessions included at higher tiers

Best for

Large enterprise brands needing real-time competitive alerts across multiple AI surfaces with strategic support included. The right choice when budget is not the constraint and executive-level reporting is required.

Pricing

Starts at $3,000+/month. Custom, sales-led pricing for higher tiers.

8. Tracemetry

Tracemetry is an AI visibility platform that connects tracking, opportunity discovery, content generation, and re-measurement in a single workflow loop.

The positioning is against monitor-only tools. Tracemetry's argument is that tracking AI visibility without executing on what you find is incomplete. The platform is designed to track AI visibility, find opportunities, generate content, publish, and re-measure in a single loop rather than requiring teams to stitch together separate monitoring and content tools. For mid-market and enterprise teams that want an integrated workflow and do not want to manage multiple vendor relationships, that positioning has merit.

Pricing is not publicly disclosed, which signals a sales-led process. Teams evaluating Tracemetry should expect a demo before seeing numbers.

Key features

• Full-loop workflow: track AI visibility, find opportunities, generate content, publish, and re-measure
• Tightly coupled AI search visibility with content generation
• Support for multiple LLMs
• Positioned against monitor-only tools by emphasizing execution workflows

Best for

Mid-market and enterprise teams wanting an integrated loop from visibility data to executed content changes without managing separate monitoring and content production tools.

Pricing

Not publicly disclosed.

How to choose the right tool

If you are evaluating these tools against the primary use case (monitoring where your brand appears in AI-generated answers and acting on what you find), the decision comes down to four questions.

What engines do you need to cover?

The answer shapes the shortlist immediately. Teams that need all six major engines (ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Reddit) in one view need a dedicated platform. Teams that primarily care about Google AI surfaces and are already on Ahrefs or Semrush may find those integrations sufficient. Teams tracking emerging engines like DeepSeek, Grok, and Llama should look at Peec AI's higher tiers or Profound's enterprise coverage.

Do you need to execute on what you find?

Monitoring without execution is a dashboard that collects dust. If your team needs to go from "we dropped on Perplexity" to "we published the fix," you need a platform with content production capabilities. Mentionova's Content Grids (Enterprise), Tracemetry's full-loop workflow, and Profound's analytics layer each address this differently. Monitor-only tools like Otterly and basic Peec AI plans are the right choice only if your content team operates separately and just needs the signal.

What is your budget and team size?

The range on this list is wide. Entry-level tracking starts at $29/month. Enterprise platforms with strategy support start at $3,000+/month. Mid-market teams typically land in the $99 to $400/month range for standalone tools, or pay incrementally on top of existing Ahrefs or Semrush subscriptions. Agency operators should evaluate per-workspace pricing and white-label reporting capabilities specifically.

Are you an agency or a brand?

Agencies need multi-workspace management, per-member access controls, and white-label reports they can deliver to clients. Mentionova, Profound, and Peec AI each have agency-specific features. Otterly's unlimited-brands tier is a budget option for agencies monitoring many clients at low per-brand cost. Evertune's enterprise pricing is typically brand-side, not agency-side.

For a structured view of how these tools map to use cases, the GEO playbook covers the content optimization principles that underpin what any AI visibility tool should be helping you execute.

Why Mentionova is the strongest choice

Three things separate Mentionova from every other platform in this list.

Up to six-engine coverage with no blind spots. ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Reddit tracked simultaneously on Scale and Enterprise plans. Starter covers three engines for teams getting started. Mentionova's tracking runs real buyer questions across your plan's engines on a configurable schedule, logging every mention, citation, positioning shift, and sentiment change.

Diagnosis plus play, every time. Every citation drop comes with the specific fix. The daily brief synthesizes overnight changes into ranked action items with pre-drafted plays. You do not just learn what happened. You get the phrase you lost, the source the engine cited instead, and the fact to add. Most tools stop at reporting. Mentionova does not.

The full loop in one system. Content Grids on Enterprise plans chain research, outlines, drafts, and review in a single DAG-based workflow. Every generated article uses your workspace's brand voice automatically. Finished content pushes directly to WordPress. The Reddit engagement module on Scale+ discovers high-impact threads, prioritizes by citation potential, and drafts authentic replies for human review. The Opportunities engine identifies untapped queries and content gaps with citation lift estimates. From "we dropped on Claude" to "published article targeting that gap" in hours, not weeks.

No pixel, tag, or code installation required. Provide a domain and category context. First visibility signal appears in approximately two minutes.

Final verdict

The right tool depends on where you are in your AI visibility journey and what you need the tool to do.

For teams that need the full picture (up to six engines, daily diagnosis, ranked plays, content production, and Reddit engagement in one system), Mentionova is the answer. It is the only platform in this category that covers all six major AI engines on Scale and Enterprise plans and pairs every citation drop with a pre-drafted fix. Clients including Upwork, HeyGen, Vitamin Shoppe, and Luxury Presence use it to track, diagnose, and win citations at scale.

For teams already embedded in Ahrefs, Semrush, or SE Ranking that want basic AI visibility data without adding a new platform, the SEO-suite add-ons are a reasonable starting point. They will not give you the depth of a standalone specialist, but they reduce friction for teams that live inside those workflows.

For solo operators or small teams on tight budgets, Otterly AI offers lightweight tracking at accessible price points. It is a monitoring tool, not a visibility platform. But it is a starting point.

The market is moving fast. AI answers change overnight. A competitor can become the default recommendation on Perplexity before your next weekly report runs. The teams that win are the ones with a daily loop: track what the engines say, diagnose the gaps, ship the content, measure the result.

Mentionova is built for that loop.

For a side-by-side comparison with traditional search, the AI vs SEO comparison covers this distinction in detail.