Multi-engine visibility tracking
See when and how your product appears inside AI answers — share of voice, ranking, who gets named, across ChatGPT, Perplexity and Google AI.
AI visibility, for people who ship
People don’t google “best [your category] tool” anymore — they ask ChatGPT, Perplexity, and Google AI. Paste your URL and see whether the answer is you — or your competitor.
No signup to start.
10 prompts · 3 engines · ~2 min
We’ll figure out what it is and who it’s for — then run the 10 buying prompts your customers actually type.
Generate my buying prompts →✓ no credit card ✓ 3 AI engines ✓ ~2 minutes
You built it with Lovable, Bolt, or v0. It works. You launched. And then… nothing. The new front page names two or three products — every prompt is a winner-take-most election, and if you’re not named, you’re not ranked lower. You’re invisible.
Most vibe-coded products start near zero. The report shows the gap and the sources that fix it.
See when and how your product appears inside AI answers — share of voice, ranking, who gets named, across ChatGPT, Perplexity and Google AI.
The actual competitor names AI recommends instead of you — prompt by prompt — so you know exactly who’s eating your category.
The specific threads, listicles and directories the engines pull from — i.e. the fixable part. Zero with a map beats zero in the dark.
We build the citable content, placements and schema by hand, then re-measure your prompts weekly. You watch the mentions appear.
We’re taking 10 founding products for a concierge month: the entity and schema fixes, the directory and comparison-page placements, the citable content — and we re-measure your prompts weekly. You watch the mentions appear (or you watch us sweat trying).
We only take products we believe we can move. If your category is unwinnable right now, we’ll tell you — instead of taking your money.
It’s what SEO turns into when the “search engine” writes one answer instead of showing ten links. Old SEO fought for position #1. This fights to be the answer — and being cited in an AI answer is the new position #1.
Probably — that’s the point. The report shows the gap and the specific sources that decide your category, so you know exactly where visibility comes from. Zero with a map beats zero in the dark.
Yes, and it’s good — for crawlability and keyword data on Lovable. It makes your site readable. It doesn’t get you named in AI answers, because that’s decided off your site: on Reddit, in comparison articles, in directories. That’s the part we measure (and fix).
ChatGPT, Perplexity, and Google AI Overviews at launch. Each prompt runs twice per engine because AI answers aren’t deterministic.
Your email gets your report and (if you want) a weekly re-check. Prompt results feed our anonymized citation index of which sources AI engines trust per category — that’s how the recommendations get smarter.
The check is free. The concierge tier is $99/mo for the first 10 products. No credit card for the check.