GEO Insights

Six sites, one text-only fetch each, Aug 29, 2026: two real llms.txt files, four 404s, one 403 wall, a missing canonical, and the check order that finds them.

Eight travel giants measured Aug 25, 2026: Booking.com and Airbnb lack llms.txt, Marriott and TripAdvisor block crawlers; Kayak ships a file with FAQ schema.

Six education sites checked August 24, 2026: only Coursera ships llms.txt. MIT and Stanford ship no JSON-LD. Khan Academy returns a JS challenge page.

Six proptech homepages checked August 15: Compass and Opendoor publish llms.txt, Yardi blocks AI crawlers but ships no file, and two sites have zero schema.

Six nonprofit homepages checked in August: zero llms.txt files, three with no schema, none with AI crawler rules. Here's how to be the org AI cites.

Careers pages rarely get cited by ChatGPT — even when AI crawlers are allowed. We spot-checked six company pages: none had JobPosting schema. Fix it here.

Marketing agencies win AI search clients by leading with audit data, not decks. Here's the pitch structure, the numbers that close, and the retention loop.

AI search answers product questions before shoppers reach Google. Here's which e-commerce pages win ChatGPT citations, plus audit data from 40+ sites.

Your SEO tool can't tell you if ChatGPT would cite you. An LLM SEO check measures AI visibility across six dimensions — here's how to run one.