SourceCited / AI visibility tools
Guide · Measurement
Rank trackers can't see AI answers. Measuring AI visibility means running prompts and scoring the answers — a job you can start free with Claude before buying a tracker.
Classic rank trackers can't tell you whether an AI answer named you — that needs a different category of tool that runs prompts and scores the generated answers for mentions, links, and citations. You can build a free share-of-voice baseline with Claude today, then graduate to a paid tracker for automated, at-scale monitoring.
Traditional rank trackers only see the list of blue links — they can't tell you whether an AI answer named you. Measuring AI visibility means actually running prompts and reading the generated answers, then scoring mentions, links, and citations. That's a different category of tool, and you can do a lot of it yourself with Claude before paying for one.
| What you want to know | Tool category |
|---|---|
| Am I mentioned/cited across engines? | Prompt & citation trackers (run a query set across ChatGPT/Perplexity/Gemini and score answers) |
| Which sources do engines cite for my topic? | Citation-source analysis — reveals the pages to get onto |
| Are AI bots fetching my site? | Server/CDN log analysis for retrieval crawlers |
| Is AI sending me traffic? | Analytics channel groups for AI referrers (much hides in Direct) |
| Do my pages have an extractable answer? | On-page audit — the Claude prompts in this method |
You don't need a subscription to start. Build a fixed set of the prompts your buyers ask, run them across the engines, and have Claude score each answer for whether you're mentioned, linked, or cited — and which sources were used. That gives you a share-of-voice baseline and a list of citation-source targets for free. Graduate to a paid tracker when you need automated, scheduled monitoring at scale.
I'll paste the AI answers to my buyer query set. For each answer, score: is my brand mentioned? linked? cited as a source? which competitors appear, in what order? which sources did the engine cite? Then summarize: my visibility % across the set, share of voice vs named competitors, and the 5 sources cited most often that I don't yet appear on. Those 5 are my off-page targets.
The tracker market matured fast through 2025–26 and now splits into recognizable tiers. Names worth knowing — verify current pricing yourself, it shifts monthly:
| Tool | Strong at | Watch for |
|---|---|---|
| Profound | Enterprise AI visibility; a leader in G2's Winter 2026 answer-engine-optimization grid | Enterprise pricing — overkill below mid-market |
| Semrush AI toolkit | AI Overview + chat tracking bolted onto the classic rank data you already use | Blended dashboards can hide per-platform gaps |
| Ahrefs Brand Radar | Brand mention and citation tracking across engines, tied to its crawl index | Newer module — pair it with your own prompt panel |
| Peec AI | Mid-market share-of-voice across ChatGPT, Perplexity, Gemini | Its prompt panels are not your buyers' prompts |
| Otterly.AI | Lightweight SMB prompt monitoring | Spot-checks, not a census |
None of them sees the true distribution — every tracker samples a churning system. That is not a knock; it is the reason to keep your own fixed prompt set as the constant while tools come and go.
Budget for the blind spots. AI Mode: ~88% of its citations come from outside the organic top 10, so rank-anchored trackers systematically undercount it. Ghost citations: 40–60% of AI answers use content without naming the brand, which name-based tracking cannot see — your server logs can. Churn: with ~65% of cited sources changing day to day, any single run is noise; average two or three runs before believing a number.
| If you are | Sensible stack |
|---|---|
| Solo / small site | DIY: fixed prompt set scored with Claude + a GA4 AI channel + a monthly log check — add an SMB monitor when budget allows |
| Mid-market team | A Peec/Semrush-class tracker for scale and alerting, kept honest by your own prompt set and logs |
| Enterprise / agency | A Profound-class platform plus custom log pipelines — and per-platform reporting, never one blended score |
A new category of prompt-and-citation trackers that run a query set across ChatGPT, Perplexity, Gemini and AI Overviews and score whether you're mentioned or cited, plus citation-source analysis and AI-referrer analytics. Classic rank trackers don't measure this.
Yes — run your buyers' real prompts across the engines yourself and have Claude score the answers for mentions, links, and citations. That gives a share-of-voice baseline and a list of source targets at no cost.
Share of voice (how often you appear vs competitors), citation rate (share of prompts where you're cited, tracked over time), AI referral traffic, and confirmation that retrieval bots are fetching you. Track trends — citations churn heavily week to week.
There is no single best. Profound leads the enterprise answer-engine category on G2's Winter 2026 grid; Semrush and Ahrefs bolt AI tracking onto classic data; Peec and Otterly cover mid-market and SMB. Match the tool to team size — and keep a DIY prompt-set baseline regardless, because every tracker samples a churning distribution.
For small sites, usually yes to start: a fixed prompt set scored with Claude, server-log crawler checks, and a GA4 AI-referral channel cover the fundamentals. Paid tools add scale and alerting — not a different truth.