Start with your buying job. Compare recorded plans, editorial tradeoffs and the saved assistant answers.
The best ChatGPT visibility tracking tool depends on what you need to measure and what your team can act on. Trakkr is the strongest fit for teams that want broad model coverage plus mentions, citations, sentiment, and prompt-level evidence in one workflow. Enterprise buyers should also compare Profound and Scrunch, while smaller teams should test whether a lower-cost specialist captures enough evidence for their decisions.
Trakkr owns this guide and sells one of the listed products. Capability scores and ordering are unverified editorial estimates from a legacy corpus, not measured accuracy or product ratings. Saved model answers are a separate dated sample from Jun 14, 2026. Confirm current plan facts with the linked official evidence.
A ChatGPT visibility tool should do more than report whether a brand appeared. Buyers need to know which ChatGPT surface was tested, which prompts ran, whether sources and full answers were retained, how competitors were measured, and whether the result can be repeated across locations and dates.
The shortlist splits by operating model. Some products focus on enterprise reporting and governance, some connect monitoring to content work, and some keep the workflow narrow and affordable. The right choice depends on evidence depth, prompt scale, model coverage, exports, and who will own the follow-up work.
Legacy scoring proposal. These unverified estimates are not measured accuracy, quality or customer ratings.
Scroll sideways for every column. Keyboard: focus the table, then use the arrow keys.
| Tool | Editorial estimate | Recorded coverage | Recorded price | Legacy rationale |
|---|---|---|---|---|
Best for most teams · editorial label | 100/100 Unverified estimate | 8 platforms Confirm current plan | $100/mo Legacy corpus value | Broadest coverage here — 8 AI platforms — with mention, citation, sentiment and prompt-level tracking, and a free one-off scan plus a 14-day trial, so you can start with a 14-day trial. |
Enterprise · editorial label | 82/100 Unverified estimate | 6 platforms Confirm current plan | $250/mo Legacy corpus value | AI search visibility platform. 6 platforms tracked, from $250/mo. |
Enterprise · editorial label | 76/100 Unverified estimate | 5 platforms Confirm current plan | Usage-based, from about $42.75/mo Legacy corpus value | Enterprise AI search monitoring. 5 platforms tracked, from $69/mo. |
Enterprise · editorial label | 76/100 Unverified estimate | 5 platforms Confirm current plan | Free Trial; Enterprise custom; Agency Growth $99/mo + $399/mo per client Legacy corpus value | AI answer engine intelligence. Up to nine answer engines, with a free Trial and custom Enterprise pricing. |
Enterprise · editorial label | 66/100 Unverified estimate | 3 platforms Confirm current plan | $95/mo Legacy corpus value | AI search visibility for agencies. 3 platforms tracked, from $99/mo. |
Specialist · editorial label | 64/100 Unverified estimate | 5 platforms Confirm current plan | Free; Starter $295/mo Legacy corpus value | Action-oriented GEO platform. 5 platforms tracked, from Credit-based. |
Specialist · editorial label | 57/100 Unverified estimate | 4 platforms Confirm current plan | $20/mo Legacy corpus value | AI search simulation lab. 4 platforms tracked, from $20/mo. |
Specialist · editorial label | 56/100 Unverified estimate | 3 platforms Confirm current plan | $29/mo or $25/mo billed annually Legacy corpus value | AI visibility for SEO teams. 3 platforms tracked, from $25/mo. |
Enterprise · editorial label | 54/100 Unverified estimate | 3 platforms Confirm current plan | $19/mo Legacy corpus value | Affordable AI brand tracking. 3 platforms tracked, from $19/mo. |
Brands and marketers focused on AI search visibility and understanding how LLMs represent their brand
Newer platform, launched 2024; No traditional social media monitoring; Limited integrations compared to enterprise tools; No hallucination detection (yet)
Legacy editorial assessment. Confirm with official plan evidence.Mid-market companies and agencies needing comprehensive AI monitoring with hallucination alerts
Higher price point ($250/mo); Leans toward monitoring, less prescriptive optimization; No permanent free tier beyond the 7-day Core trial; Core covers four LLMs; Claude, Gemini, and Grok need Enterprise; No Reddit or community monitoring on public pages
Legacy editorial assessment. Confirm with official plan evidence.Enterprise teams needing customizable AI visibility dashboards
Limited public information available; Newer entrant to market; Enterprise focus may not suit SMBs; Narrow feature set compared to leaders; No Meta AI or Grok tracking
Legacy editorial assessment. Confirm with official plan evidence.Large enterprises with significant budgets needing comprehensive AI visibility analytics
Very high cost, prohibitive for SMBs; Data overload without clear actionable steps; Enterprise focus excludes smaller teams; The free Trial runs 50 prompts daily for seven days on ChatGPT, Gemini, and Google AI Overviews, with no ongoing free tracking; Brand plans beyond the Trial are custom-priced; Agency Growth adds $399/mo per client workspace
Legacy editorial assessment. Confirm with official plan evidence.Agencies needing client-ready AI visibility reports with straightforward metrics
Self-serve brand plans select 3 of 6 default engines; Claude and other extra models cost more; Lacks deep actionable insights; Limited trend data; API access requires custom Enterprise
Legacy editorial assessment. Confirm with official plan evidence.GEO-focused teams wanting action-oriented AI visibility optimization
Credit-based pricing can be unpredictable; API access costs extra on Starter; Newer platform, still maturing; Credit usage makes the effective monthly cost variable; Less established than competitors
Legacy editorial assessment. Confirm with official plan evidence.Technical teams testing AI visibility before launch or running QA
More technical focus; Credit usage varies by selected engine; Narrow feature set; Requires technical knowledge; No real-time monitoring capabilities
Legacy editorial assessment. Confirm with official plan evidence.Small teams and Semrush users looking for affordable AI visibility add-on
Four engines are standard and other engines are paid add-ons; API and MCP access start on Standard; Agent Analytics starts on Standard; No dedicated Reddit monitoring; No native white-label product
Legacy editorial assessment. Confirm with official plan evidence.Very small businesses testing AI visibility on minimal budget
Limited to 10 reports/month on basic plan; Only 3 brands on basic tier; No prompt-level analytics; No historical data; Basic feature set
Legacy editorial assessment. Confirm with official plan evidence.A visibility score is useful only when buyers can inspect the prompts, answers, citations, timing, and comparison set behind it.
ChatGPT-only monitoring is cheaper, but cross-model coverage reveals whether a brand problem is local to ChatGPT or shared across AI search.
Trials should be judged on evidence quality and workflow fit, not short-term ranking movement.
Trakkr’s editorial view
Start with Trakkr when the team needs to compare ChatGPT with other AI surfaces and trace a score back to prompts, citations, sentiment, competitors, and source evidence. Choose an enterprise platform when Prompt Volumes, specialized governance, or a larger services layer matters more. The deciding test is simple: can the tool show why visibility changed and give the owner enough evidence to act?
How many AI assistants it tracks (ChatGPT, Perplexity, Gemini, Copilot, Meta AI, AI Overviews, Grok, Claude). The core of AI visibility.
Mention, citation, sentiment, prompt-level and competitor tracking built for AI answers.
Whether the tool is purpose-built for AI visibility, or a social/SEO tool stretched to fit.
a free diagnostic, trial, or low entry price, so a team can start measuring today.
Covers the signals that decide AI answers: mentions, citations, sentiment, prompts.
Confirm whether the tool measures mentions, citations, position, share of voice, sentiment, full answers, and historical change. A single blended score cannot explain why a brand gained or lost visibility.
Ask whether tests use the consumer interface, an API, web search, logged-in sessions, and location settings. These choices can produce different answers, so the method must match the customer experience you care about.
Check how the tool handles custom prompts, topics, question fan-out, countries, languages, competitors, and run frequency. Prompt count alone does not show the breadth of the measurement program.
Decide who will use the findings. Compare source evidence, exports, APIs, alerts, recommendations, content workflows, and reporting. Do not pay for an action layer your team will not use.
the 4 assistants share, on average, 20% of their top-5 picks
We asked ChatGPT, Claude, Gemini and Perplexity the same question and they barely agreed (20% overlap). AI visibility is noisy and inconsistent between models — which is exactly why you measure it rather than guess.
4 usable model answers. Missing models are omitted.
Scroll sideways for every column. Keyboard: focus the table, then use the arrow keys.
| Assistant | Rank 1 | Rank 2 | Rank 3 | Rank 4 | Rank 5 | Rank 6 |
|---|---|---|---|---|---|---|
| ChatGPT | Ahrefs | Otterly | Peec AI | RankScale | Semrush | Profound |
| Claude | Brandwatch | Semrush | Meltwater | Mention | Talkwalker | Hootsuite |
| Gemini | Brandwatch | Talkwalker | Mention | Meltwater | Determ | Brand24 |
| Perplexity | Keyword.com | Peec AI | Otterly | Ahrefs | SE Ranking | Gumloop |
22 of 102 saved picks match this category
0 of 102 saved picks match this category
2 of 102 saved picks match this category
30 of 102 saved picks match this category
a well-known chatgpt visibility tracking tools tool that none of the four recommended here
At minimum, it should retain the prompt, full answer, brand mentions, citations, competitive position, timestamp, and test method. Sentiment, history, location, exports, and cross-model comparison add decision value.
No. Answers vary with wording, timing, location, model behavior, web search, and account state. Use repeated prompt sets and inspect the underlying answers instead of treating one rank as permanent.
Only if ChatGPT is the clear business priority and the tool retains enough source evidence. Cross-model tracking is more useful when you need to separate a ChatGPT-specific problem from a wider AI visibility issue.
Compare the plan that covers your real prompts, countries, projects, models, response volume, users, history, exports, and API needs. The lowest entry price can be misleading when core measurement sits on a higher tier.
Test setup, prompt controls, answer and citation evidence, competitor matching, exports, reporting, and the route from a finding to an owned action. A short trial cannot prove long-term visibility gains.
Run a self-serve scan, then inspect prompts, mentions, citations, sentiment, competitors, and cross-model differences before choosing a platform.
Check your ChatGPT visibilityCheck one site
Not sure where to start? Take a guided tour.
AI Site Grader
AI Query Scanner
llms.txt Generator