AI visibility tracking · updated 2026-08-27
AI visibility tracking tools, ranked by how much you can trust them
A new category of tool promises to tell you how often AI assistants mention your brand. Some of it is measurement — real events, on your own property, from the source. Some of it is sampling — asking models questions and counting the answers. Both are worth having. Confusing the two is how teams end up reporting a made-up number.
Measurement and sampling are not the same thing
Measurement observes something that actually happened. Search Console reports on your own property. A referrer in your analytics is a real person who really arrived. Neither is guessing.
Sampling asks a model a set of questions and records the answers. That is the only way to see inside assistants that publish no analytics — genuinely valuable, and the reason this whole tool category exists. But the result depends on which prompts were chosen, which day it ran, and which model version answered. Run it twice and it can differ.
Buy both if it matters to you. Just do not put a sampled percentage in a board deck next to real traffic, as though the two numbers were the same kind of fact.
The tools, by tier
Search Console reports on your own property, from the source, with no sampling in between. Google has been extending its reporting to cover AI surfaces, which makes it the most defensible AI-visibility number you have — and it is free.
Limit: It tells you about Google surfaces. It says nothing about ChatGPT, Claude, or Perplexity.
When an assistant sends someone to your site, the referrer is recorded like any other. Sessions arriving from assistant domains are real, observed events — not an estimate — and you already own the tooling.
Limit: It systematically undercounts, because most AI answers are read without a click. Treat the trend as the signal, never the absolute number.
These ask models a set of questions on a schedule and record whether you were mentioned. That is a genuinely useful signal, and it is the only way to see non-Google assistants at all.
Limit: It is a sample, not a census. The answer depends on the prompts chosen, the day, and the model version — and this category is new enough that none of it has the track record Search Console has.
The same sampling idea, run on your own model rather than a subscription. It puts buyer-intent questions through a web-grounded model, records whether you surfaced and which URL was cited, and saves a scorecard with run-over-run trend and competitor share of voice.
Limit: A proxy for how assistants synthesise from current web results — not a per-engine guarantee, and not the model reciting training data.
Start with the two you already own. Add a vendor when the question you cannot answer is worth the subscription.
Tracking a number does not move it
Every tool on this page is a thermometer. Useful, and none of them change the temperature. Two things do.
Make your own pages extractable. Assistants quote passages, not pages. A direct answer near its question, a clean heading hierarchy, correct schema, an accurate llms.txt, and crawlers that are not blocked — that is the whole checklist, and most sites fail part of it silently. The free OKF checker tells you which part.
Get onto the pages assistants read. When someone asks an assistant for the best tool in your category, it draws on the roundups and comparison posts that already rank for that question. If you are not on those lists, you are not in the answer — no amount of on-page work fixes that, because the gap is on someone else's site.
The Outreach pane: getting onto those lists
SEOAgent's Outreach pane works the second lever. It sweeps the SERPs for the roundups and “best tools” lists that already rank for your topics, qualifies them, finds the author's contact details from the page, and drafts one short email per prospect — specific to what that post actually says.
- Directories are excluded on purpose. Review sites where inclusion is a self-serve profile are filtered out — that is a signup form, not an editorial placement.
- You approve every email. Drafts queue for review. Nothing is sent until you say so.
- SEOAgent never sends the email. An approved draft is handed to your coding agent, which sends it verbatim from your own email account. There is no sending infrastructure with your name on it.
More on this in backlink outreach.
A setup that costs nothing
- Search Console, properly connected. Your most trustworthy source, and the one most teams check least often.
- A referrer segment in GA4 or PostHog. Group sessions arriving from assistant domains and watch the trend, not the total.
- Run the AI-readiness check. The OKF checker covers schema,
llms.txt, sitemap, and whether GPTBot, ClaudeBot, and PerplexityBot are allowed in. - Sample with
seoagent citations. Free, runs on your own model, writes a scorecard to your repo with trend and competitor share of voice. - Then work the two levers. Fix the pages; get onto the lists.
Pricing
Audits, on-page fixes, schema, llms.txt, the OKF bundle, and seoagent citations — all local, no account required.
Adds Search Console analysis, the Outreach pane, competitor and SERP research, and a synced dashboard.
View Pro pricing →Frequently asked questions
- What is the most reliable way to track AI visibility?
- Google Search Console, then your own referrer data. Both observe real events on your own property rather than inferring from a sample, and you already have both. Vendor tools that poll models are the only way to see non-Google assistants, but they answer a different, softer question — "did you appear for these prompts, on this day, on this model version".
- Are tools like Profound and Ahrefs Brand Radar worth paying for?
- They can be, if being cited is a core channel and you need coverage of assistants Google cannot show you. Just size the claim correctly: this category is new, the methodologies differ, and none of them has the track record Search Console has. Use them to spot direction and competitive gaps, not to report a number to your board as though it were traffic.
- Why does referrer data show so little AI traffic?
- Because most AI answers are consumed without a click — the point of an answer engine is that the user does not need to leave. Referrals are the visible tip of a larger effect. A rising trend is meaningful even when the absolute number looks small, and a flat line does not prove you are not being read.
- Does tracking AI visibility actually improve it?
- No. Measurement tells you where you stand; it changes nothing on its own. The work that moves the number is making pages extractable — direct answers, clean structure, correct schema, machine-readable files, AI crawlers unblocked — and getting mentioned on the pages assistants already draw from.
- How do I get cited more often?
- Two levers. Fix your own pages so a passage can be lifted without losing meaning. Then get onto the roundups and "best tools" lists that already rank for your buying keywords, because those are what assistants read when someone asks for a recommendation in your category.
- What does SEOAgent do here?
- Two things, both on the causal side. The Outreach pane finds the roundups ranking for your topics and drafts one email per prospect for you to approve. And the Skill makes your pages extractable — schema, structure, llms.txt, an OKF bundle, crawler access. The Skill is free; Pro is $49 per site per month.