llms.txt + Schema Generator

AI engines parse your site far better when you hand them a clean llms.txt and valid JSON-LD, but most founders have neither: their schema is absent or copy-pasted wrong, and they have never heard of llms.txt even as adoption climbs through 2026. The classic scenario is a founder pasting a random Article schema snippet into their template, getting a 'parse error' in Google's Rich Results test weeks later, and never realizing AI engines are skipping their content because the structured data is broken or the key product and FAQ pages are not flagged at all.

Point it at your site. It crawls your pages, classifies each (product, pricing, FAQ, docs, blog), generates a structured llms.txt that points AI crawlers at the pages that matter, produces validated JSON-LD (Organization, Product, FAQPage, Article) per page type, and audits any existing schema for errors, flagging exactly what to add or fix.

Indie founders and small teams (1-15 people) on Next.js, Astro, WordPress, or Webflow who want to be AI-answer-ready and have no in-house technical SEO person.

This is an intermediate micro-SaaS idea suited for builders with some shipping experience. Expect to work with third-party integrations, more complex data models, and nuanced user workflows that require careful planning.