Definition
The report's second score: thirteen technical checks on whether engines can read and quote a site (crawler access, sitemap, llms.txt, structured data and others), weighted.
In the report
The second score, from thirteen technical checks: AI crawler access (the heaviest), robots.txt, sitemap, llms.txt, JSON-LD, Organization, Product or Service and FAQ schema, title, description, Open Graph, canonical and HTTPS. The overall blends visibility and readiness three to one.
Worked example
Thirteen checks, weighted. In eight runs from September 2026 every site allowed the AI crawlers and had a sitemap and HTTPS; five lacked Product or Service schema, five lacked FAQ schema, two had no Organization schema, one had no llms.txt. Readiness scores ran from 65 to 100. The two sites at 100 scored 10 and 21 on visibility, and the site at 65 scored 10: readiness is the floor, not the ceiling.
How to move it
The three checkers on this site test the heavy items in seconds, and the starter kit generator writes four of the files. An afternoon takes most sites to ninety.
Where it shows up
Do Google AI Overviews use the same ranking as search? Mostly. An AI Overview is written from the pages Google ranks for the query and related ones, so a page that ranks well is the page that gets quoted. But the overview is not shown for every query, the set changes month to month, and the companies named are those on the ranked pages,.
Does AI visibility matter for a business in the UAE? Yes, and the answers are different from anywhere else. Asked for the UAE, the engines read UAE pages: Google Maps, the regulator registers (DHA, RERA, the FTA), noon and dubizzle, Bayut, the Gulf press. They answer per emirate, and a growing share of consumer questions are in Arabic, which few sites answer. The UAE.
See site readiness measured on your site
Your website, region and work email. The score appears in about three minutes, and the report is a link you keep.