The 10-minute AI-visibility gap check to run before your next roadmap review

Most roadmap reviews at the seed stage are a features debate: which two or three bets get the quarter. Almost none of them ask a question that's become just as consequential and far cheaper to answer — when a buyer asks ChatGPT or Perplexity for tools in your category, does your product exist? And if it does, whose description of it gets used: yours, or a competitor's comparison page? For a bootstrapped or seed-stage team, that's no longer a hypothetical — it's a growing slice of how buyers first hear a category explained.

You don't need a new discipline or a consultant to find out. A gap check takes minutes: point an analysis at your site and your two closest competitors, and read what search engines and answer engines can actually extract and cite from each. The reason to run it before the review rather than someday is simple: it's the rare input that's cheap enough to gather in an afternoon and consequential enough to reorder the quarter. The readout belongs on the table next to the feature bets it might outrank.

What a gap check actually measures

• Whether your core claims — what the product is, who it's for, what it costs — exist as plain extractable text, or only inside JavaScript widgets and images that crawlers skip.
• Whether your pricing and differentiators are stated concretely enough to be quoted. "Flexible plans for teams of any size" gives an engine nothing; a real number and a named capability give it a citation.
• How your extractable surface compares with your competitors'. If their pages hand engines clean claims and yours don't, AI answers about your category get written from their material — including their framing of you.

What the readout changes about sequencing

The payoff isn't more work — it's better ordering of work you were going to argue about anyway. If the check shows you're invisible, you've found a gap that costs days to close (plain-text claims, a crawlable pricing table, one honest comparison page) and competes surprisingly well against month-long feature bets on effort-to-impact. If it shows you're visible but out-cited, the quarter's positioning work just became more urgent than the next feature. And if it shows you're ahead, you can commit to the feature roadmap knowing the front door isn't leaking. In each case, one cheap readout decides a sequencing question that gut feel was going to decide otherwise.

Self-serve and demo-free, on purpose

This check is deliberately shaped for how founders evaluate anything: no call to book, no sales sequence to survive, no seat minimums. Paste your URL and your competitors' URLs, get the readout, decide for yourself. That shape isn't incidental — a diagnostic that requires a demo call filters out exactly the people who need it at this stage, and a readout you can't share as-is with a co-founder before tomorrow's review isn't a roadmap input, it's a sales lead. If the output doesn't change how you sequence the quarter, it cost you ten minutes — a fair trade against walking into a roadmap review without knowing whether the market's newest discovery channel can see you.

If a roadmap review is on the calendar, run the free check first: top-founders.com/analyze, your site plus your two closest competitors, ten minutes. Walk in with a visibility readout alongside the feature list, and let the quarter be sequenced on evidence.