AIReadiness — AI-crawler readability audit for your site

See what ChatGPT, Claude, and Gemini can actually read from your website

Problem

More businesses realize they are invisible in AI answers. One builder queries ChatGPT, Claude, Gemini, and Perplexity live to show verbatim answers about a business, while another Show HN offers to audit a site's structure for AI search crawlers. General SEO tools still treat AI crawlers as an afterthought, and most site owners have no idea whether their robots.txt, structured data, and page hierarchy are friendly to them.

Solution

A diagnostic tool for indie developers and small sites: enter a domain, crawl key pages the way major AI crawlers would, and get a report flagging missing structured data, JS-hidden content, robots.txt blocks, and your brand's visibility in sampled AI answers. Each finding comes with a concrete fix and priority.

Users

Indie developers, small SaaS site owners, content site operators, and growth leads at products going international.

MVP

Crawl homepage and sitemap as three major AI crawlers; check robots rules, structured data, and plain-text readability; sample brand visibility across three AI engines; output a shareable HTML report; suggest up to five prioritized fixes.

Revenue

Free one-off report; subscription for monitoring, historical comparison, and multiple sites; affiliate recommendations for hosting and CDN tools.

Why now

AI search is eating traditional SEO traffic while mainstream SEO tools have not made AI-crawler readability first-class. Two independent attempts already signal real demand and an early window, and a solo developer can build a useful MVP with a single crawler simulation.