Your next buyer just asked AI who to shortlist. Were you in the answer?
Sightline asks your buyers' real questions live, then shows exactly where you appear, who wins each answer, which sources decide it, and what to fix first.
This challenger has 11% of the answers in its own category — and 8% recall in the problem-aware prompts where shortlists actually form. Their marketing dashboard says nothing is wrong. That gap is the pipeline you never see.
of B2B buyers now start vendor research in an AI assistant, not a search engine
vendors in a typical AI answer. If you are fourth, you don't exist
impressions reported. This channel is invisible in your analytics — that's the point
Not a score. A full reconstruction of how AI sells your category.
We interview your buyers, synthetically
Sightline reads your site, maps your category and competitors, then generates the twelve prompts your real buyers ask AI — staged from first pain to final comparison.
We run them live, at audit time
Every prompt is asked fresh when you run the audit. No cached scores, no estimates — the actual answers a buyer gets today, with the report naming which assistants answered.
You see the whole battlefield
Recall rate, share of answer, position, the sources models cite, what they get wrong about you, and a prioritized plan to move every number.
What growth leaders actually get
- Share of answer — your slice of every recommendation slot, benchmarked against named competitors. The board-slide number for the AI channel.
- Funnel-stage recall — most brands win named comparisons and lose the problem-aware prompts where shortlists form. You'll see exactly where you drop.
- Citation gap analysis — the specific domains models trust in your category, and where you're absent. This is your GEO roadmap, not guesswork.
- Narrative audit — what AI gets wrong about you: outdated funding, wrong capabilities, missed compliance. The silent late-stage deal killers.
- Week-over-week tracking — re-run audits and prove movement to the board, the same way you report organic share of voice.
Built different on purpose
Most "AI visibility checkers" ask one model one question and hand you a score. Sightline reconstructs the whole buying journey with live answers and receipts — every claim in the report links to what a model actually said. It's the difference between a vanity metric and a channel you can operate.
Then we help you move the numbers
Sightline is built by AnalyzeLens, where we ship agentic GTM systems for B2B teams. Every audit ends with a prioritized fix plan — and if you want it executed, that's the conversation we're here for.
Talk to AnalyzeLens