Best AI Rank Tracker Tools for LLM Search Results (2026)
Your Google rank tracker can tell you a page sits in position 3. It can’t tell you whether ChatGPT named your brand when a buyer asked for a shortlist.
That blind spot created a new tool category. We compared 10 AI rank trackers on engine coverage, the evidence they keep and how you get access, and we note where each one falls short. If you only need Google, see our AI Overviews rank tracker tools.
Key takeaways
- AI answers have no fixed position, so an AI rank tracker measures how often your brand appears across repeated runs.
- Engine coverage varies a lot. Peec AI includes six engines in every plan but sells Claude as an add-on.
- In our tracking data, a brand’s share of voice can differ several-fold between AI engines in the same month.
- SparkToro found AI tools rarely repeat the same brand list, so a tracker has to run each prompt many times.
- Pick a tool that stores the full answer and the exact cited URL behind every score.
What is an AI rank tracker?
An AI rank tracker is software that runs a fixed set of prompts in AI assistants and AI search features on a schedule. It records which brands each answer names, which URLs it cites and how that changes over time.
People also call it an LLM rank tracker or AI search rank tracking software. Whatever the name, it measures your presence inside generated answers.
Why "rank" means something different in AI answers
AI answers change from run to run. In a January 2026 SparkToro study, volunteers ran 12 prompts 60 to 100 times each in ChatGPT, Claude and Google AI.
How often a brand appeared was far more stable than where it appeared. That’s why good trackers report a visibility rate across repeated runs. One position from one run tells you very little.
Reach differs by platform too. In a February 2026 Pew Research Center survey, 44% of US adults said they use ChatGPT.
In the same survey, 24% said they use Gemini, 17% Copilot and 6% Claude. Use numbers like these, plus your own referral data, to decide which engines to track first.
How we evaluated these AI rank tracker tools
We reviewed each vendor’s website and documentation in October 2026 and kept only claims we could confirm there. Six questions shaped the review:
Platform lists change often. Confirm coverage on the vendor’s site before you buy.
Quick comparison
Disclosure: Ansvisor is our product. We list it first for teams that want open-source, self-hostable AI visibility tracking; other tools fit better for the cases noted below.
| Tool | Focus | Engines |
|---|---|---|
| Ansvisor | An open-source AI search intelligence platform | ChatGPT, AI Overviews, AI Mode, Gemini, Copilot, Perplexity; Claude on Enterprise plans |
| Profound | Enterprise programs | ChatGPT, AI Overviews, Gemini, Copilot, Claude, Perplexity, DeepSeek |
| Peec AI | Marketing teams | ChatGPT, AI Overviews, AI Mode, Gemini, Copilot, Perplexity, with Claude as an add-on |
| Otterly.AI | Lightweight monitoring with alerts | ChatGPT, AI Overviews, AI Mode, Gemini, Copilot, Perplexity, Claude |
| Semrush | Existing Semrush users | ChatGPT and AI Mode in its toolkit, AI Overviews in Position Tracking |
| Ahrefs Brand Radar | Large-scale research | ChatGPT, AI Overviews, AI Mode, Gemini, Copilot, Perplexity, Claude |
| AthenaHQ | Broad model list and a free plan | Up to 11 models on paid plans |
| Scrunch | Enterprise monitoring plus a machine-readable site layer for AI agents | No full list on its homepage |
| Bluefish | Fortune 500 brand teams | Says it tracks 10+ LLMs daily |
| Promptwatch | Prompt tracking plus AI crawler analytics | ChatGPT, Gemini, Claude, Perplexity, DeepSeek |
The 10 best AI rank tracker tools for LLM and AI search
1. Ansvisor
Best for: teams that want one prompt set tracked across every major AI platform, with an open-source option.
The platform runs your prompts in ChatGPT, Google AI Overviews, AI Mode, Gemini, Copilot and Perplexity, and stores every answer. Claude tracking is available on Enterprise plans.
It reports mentions and exact cited URLs per platform, with competitor share of voice next to them. You also get query fan-out analysis, AI traffic analytics and an MCP server.
- Per-platform reporting on the same prompt set.
- MIT-licensed code you can self-host, or a managed cloud version.
- Citation data down to the exact URL.
- Self-hosting needs a database, an AI provider key and a scraping service, plus upkeep.
- It won’t replace a classic keyword rank tracker.
Pricing: the cloud version has a 14-day free trial; the self-hosted version is free software, with your own infrastructure costs.
2. Profound
Best for: enterprise teams juggling many brands and markets.
Profound tracks ChatGPT, Perplexity, Claude, Gemini, Microsoft Copilot, DeepSeek and Google AI Overviews. Its products include Answer Engine Insights, Prompt Volumes, Agent Analytics and Shopping.
- Wide engine coverage, including Claude and DeepSeek.
- Enterprise controls such as role-based access, SCIM and SOC 2.
- Google AI Mode isn’t named on its homepage, so confirm coverage.
- More platform than a small team needs.
Pricing: see the vendor’s pricing page.
3. Peec AI
Best for: marketing teams and agencies that want the main engines included by default.
Peec AI includes ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Gemini and Microsoft Copilot in every plan. Claude, DeepSeek and other models are paid add-ons.
Its dashboard shows your visibility and position against competitors, plus sentiment. It also lists the source domains behind answers.
- Six major engines in every plan.
- Source analysis shows which review sites and forums shape answers.
- Claude costs extra.
- Prompt-based only, so pair it with a keyword tool for organic positions.
Pricing: see the vendor’s pricing page.
4. Otterly.AI
Best for: small and mid-size teams that want multi-engine monitoring with alerts.
Otterly.AI tracks ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Microsoft Copilot and Claude. It reports brand mentions, link citations and competitor benchmarks.
It also sends alerts when mentions change and runs a content audit for AI search. There’s a public API as well.
- Seven engines, including both Google AI features.
- Alerts and an API for teams that report outside the dashboard.
- Its engine list tags Claude as API-based, so results may differ from the Claude app.
- Its site states the trial length in two ways, so confirm the terms at signup.
Pricing: see the vendor’s pricing page.
5. Semrush
Best for: teams that already run SEO in Semrush and want AI visibility in the same account.
The Semrush AI Visibility Toolkit includes Visibility Overview, Brand Performance, Prompt Research and Prompt Tracking. Its documentation names ChatGPT and Google AI Mode for prompt tracking.
AI Overview citations live in a different place: Semrush Position Tracking, next to organic rankings.
- AI data sits next to your keyword and backlink research.
- Includes an AI search site audit.
- Fewer AI engines are named for prompt tracking than in dedicated tools.
- Semrush’s knowledge base says the toolkit has no free trial.
Pricing: see the vendor’s pricing page.
6. Ahrefs Brand Radar
Best for: research teams that want market-wide AI visibility data on top of their own prompts.
Ahrefs Brand Radar covers ChatGPT, Google AI Overviews, AI Mode, Gemini, Copilot, Perplexity and Claude. Its AI Visibility Index models prompts from Ahrefs’ keyword database.
Custom Prompts let you add your own buyer questions and refresh them daily, weekly or monthly.
- Large prompt index for category and competitor research.
- Seven engines, plus custom prompt tracking.
- Index prompts are modeled from keywords, so add custom prompts for your exact buyer questions.
- Its pricing section says each Claude update uses more checks than other engines.
Pricing: see the vendor’s pricing page.
7. AthenaHQ
Best for: teams that want the widest model list, with a free plan to start.
AthenaHQ lists 11 models on its Starter plan, including ChatGPT, AI Overviews, AI Mode, Gemini, Claude, Copilot, Perplexity and DeepSeek. Its free Essential plan covers five engines.
Features include competitor share of voice, citation source analysis, sentiment, prompt-level analysis and content recommendations.
- Broadest model list in this comparison.
- A free plan for a first baseline.
- Usage runs on credits, so plan prompt volume before you scale.
- AI Mode and Claude aren’t in the free plan.
Pricing: free Essential plan; see the vendor’s pricing page for paid tiers.
8. Scrunch
Best for: enterprises that want monitoring plus a machine-readable version of their site for AI agents.
Scrunch tracks prompts, topics and entities, and reports the citations and competitor rankings behind each. Its Agent Experience Platform serves a lightweight, machine-readable site version to AI agents.
- Benchmarks by persona, topic and region.
- SOC 2 Type II, role-based access and multi-brand setups.
- Its homepage doesn’t publish a full list of tracked engines.
- The agent layer adds scope beyond rank tracking.
Pricing: 7-day free trial; see the vendor’s pricing page.
9. Bluefish
Best for: large consumer brands that want software and services in one contract.
Bluefish describes itself as an agentic marketing platform for enterprise marketers. It says it tracks 10+ LLMs daily, including Alexa for Shopping.
- Monitoring, optimization and measurement suites, plus audit and strategy services.
- Includes shopping assistants, which most trackers skip.
- It doesn’t list its tracked engines publicly.
- Demo-only access, with no public trial or pricing.
Pricing: request a demo from the vendor.
10. Promptwatch
Best for: teams that want prompt tracking tied to AI crawler activity on their own site.
Promptwatch tracks Gemini, ChatGPT, Claude, Perplexity and DeepSeek, and its FAQ also names AI Overviews. Agent Analytics shows when AI crawlers read your pages.
- Links prompt visibility to crawler visits.
- Content agents draft pages from citation data.
- Copilot and AI Mode aren’t named on its homepage.
- Its platform list differs between sections of the site, so confirm coverage.
Pricing: free trial available; see the vendor’s pricing page.
What to check on each AI platform
Each engine shows sources its own way. Run these checks when you test a tracker on your own prompts.
ChatGPT
ChatGPT can answer from model knowledge or from web search, and links appear mainly when it searches. Track mentions and citations as separate metrics.
OpenAI’s crawler documentation says sites that opt out of OAI-SearchBot will not be shown in ChatGPT search answers.
Our ChatGPT visibility tracker page and our explainer on how ChatGPT rank tracking works go deeper on method.
Google AI Overviews and AI Mode
AI Overviews appear only for some queries and cite many sources. AI Mode handles longer, conversational questions and can show different links.
Treat them as two channels. Our walkthrough on tracking your website ranking in Google AI Overviews covers the manual checks.
Gemini
Gemini doesn’t always show links. Google’s Gemini Apps help says no Sources button means no links were provided for that response.
So in Gemini, mention rate tends to matter more than citation rate.
Microsoft Copilot
Copilot answers cite sources, but fewer per answer than AI Overviews in our data. Compare your tracker’s results with the free AI Performance report in Bing Webmaster Tools.
Our Microsoft Copilot visibility tracker covers this channel on its own.
Claude
Claude gives citations when it uses web search. Fewer US adults use it than ChatGPT, so track it when your buyers or referral data point there.
Claude tracking is available on our Enterprise plans. See the Claude visibility tracker page for how we measure it.
What our data shows: one brand, very different results
We track our own brand on the same prompts across every platform. From September 15 to October 14, 2026, our share of voice varied widely by engine (Ansvisor tracking data). That month’s data covers 103,427 AI answers and 746,702 citations.
A brand’s share of voice can differ several-fold between AI engines in the same month. A blended score would have hidden that gap.
Links per answer differed too: about 14 in AI Overviews, about 12 in Gemini and about 5 in ChatGPT.
Read how AI share of voice is calculated before you compare tools that report it.
How to choose the right AI rank tracker
List the engines your buyers use. Drop any tool that sells them only as add-ons you can’t afford.
Run 20 real buyer prompts during a trial and compare the results with manual checks.
Ask to see the full answer and the exact cited URLs behind every score.
Confirm the tool reports a visibility rate over time. One answer proves little.
Match the tool to your team. Enterprises need access controls, agencies need multi-client reports, and developers may want self-hosting.
Want a weekly routine for checking the engines side by side? Follow our AI search monitoring workflow.
How Ansvisor helps
Start a 14-day free trial and track your first 20 prompts across platforms this week.
FAQ
What is an AI rank tracker?
An AI rank tracker is software that runs a fixed set of prompts in AI assistants and AI search features on a schedule. It records whether your brand is mentioned, which URLs are cited and which competitors appear, then shows how that changes.
What is the best AI rank tracker for LLM search results?
It depends on which platforms your buyers use. Ansvisor, Peec AI, AthenaHQ and Ahrefs Brand Radar cover most major engines. Profound fits enterprise programs. Ansvisor is also open source, so teams can self-host it.
How does an LLM rank tracker handle answers that change every time?
Good trackers run each prompt many times and report how often your brand appears. SparkToro found AI tools rarely return the same brand list twice, so a visibility rate over many runs tells you more than any single answer.
Which AI platforms should an AI rank tracker cover?
Start with the platforms your buyers use. For most US audiences that means ChatGPT, Google AI Overviews, Google AI Mode and Gemini, then Microsoft Copilot and Claude. Check whether each engine is included or sold as an add-on.
Is there open-source AI search rank tracking software?
Yes. Ansvisor publishes its AI search intelligence platform on GitHub under the MIT license, so you can self-host it. You’ll still need a database, an AI provider key and a scraping service, plus time for maintenance.
Cihan Geyik
Co-founder at Ansvisor
Cihan Geyik is the co-founder of Ansvisor, an open-source, cloud-ready AI Visibility platform for AI Search. With more than 15 years of experience in digital marketing and growth, he writes about AI visibility, AI search, AEO, GEO, citations, and answer engines. He focuses on helping brands understand and improve their presence across ChatGPT, Gemini, Perplexity, Google AI Overviews, and other AI-powered discovery platforms.
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