# Seen in AI Answers

> A page engine sold as source code for $299 one-time. It builds pages shaped to be cited by ChatGPT, Claude, Perplexity and Google AI Overviews; the model never states a number, code fetches and re-verifies every value, and a human signs off before anything publishes.

One page site. Every section below is an anchor on the home page. Figures on the page are quoted from the linked publisher with the date shown; the page does not restate a number without a link.

## Sections

- [Your business, seen in ChatGPT and AI answers](https://seeninaianswers.com/): home page, product summary, price and the four headline counts (154 self-checks, 14 layers, 71/100 verifier composite, 40 s dry test)
- [A local business, before and after](https://seeninaianswers.com/#demo): worked example on a fictional six-page plumber site (Riverbend Plumbing, demo values); the gates and page shapes shown are the real ones
- [The place customers ask is moving](https://seeninaianswers.com/#market): 18 dated figures on AI answer audiences, click-through under AI Overviews, AI referral traffic and what gets cited, each linked to its publisher
- [What it is](https://seeninaianswers.com/#what): 14 stages, trust tier L1-L13 + L5b, helpfulness tier H1-H5, GEO gate G1-G8, llms.txt layer, Search Console AI-features instrument, fleet velocity governor, with test counts
- [Any LLM you already pay for](https://seeninaianswers.com/#providers): four backends and ten presets (Claude CLI and HTTP, Codex, OpenRouter Kimi and GLM, OpenAI, Ollama, DeepSeek, Groq), measured latencies from 2026-09-08
- [What being seen in AI answers rests on](https://seeninaianswers.com/#basis): fetched evidence on llms.txt consumption (Google ignores it; 97% of files got no requests) and on what AI engines cite, with source names and dates
- [Proof it does not lie](https://seeninaianswers.com/#proof): the one-command final dry test, empty HOME, network trapped, 14 checks and what each pass proves
- [What it does not do](https://seeninaianswers.com/#limits): no ranking or citation guarantee, no production deploy without a human, no bundled credentials, no scheduler, no email delivery
- [One price, once](https://seeninaianswers.com/#pricing): $299 one-time, source and docs, 12 months of updates, 14-day refund if the final dry test fails on your machine
- [Questions](https://seeninaianswers.com/#faq): six answers from the engine docs

- [The llms.txt generator inside the engine](https://seeninaianswers.com/#llms): what the file is, what Google says, and the measured request rates

## Optional

- [Recover your download](https://seeninaianswers.com/recover): form for buyers who lost the delivery link; enter the payment email, five attempts per address per ten minutes, no email is sent