SeenByLLMs

Buyers increasingly ask AI tools “best X for Y” and act on the shortlist. If your brand isn’t named, that lead never appears in Google Analytics — no session, no referrer, no keyword.

SeenByLLMs asks AI models those buyer questions (via your own OpenRouter key, which stays in the browser) and reports whether your brand gets named, who gets named instead, and which cited sites are worth pitching. Competitor domains, your own domain, and platforms like GitHub, Reddit, and Wikipedia stay in the citation list but are excluded from pitch targets.

Real showcase (same scoring as the app): 5 brands × 11 questions × free Nemotron + web search ≈ $0.38 total. Plausible was absent on 4/11 questions (SOV 33% vs Matomo 19%); Buttondown absent 3/11 (SOV 18% vs ConvertKit 23%); Tally absent 3/11 vs Typeform; Cal.com absent 2/11 vs Calendly; Raycast absent 2/11 vs Alfred.

Honest limits: 11 questions, one cheap/free model — a signal, not a traffic or revenue guarantee. Product is $12/mo or $49 lifetime early-bird (first 100, then $79); model calls bill to your OpenRouter key. Free tier to try.