The Answer Report grades how well AI assistants can read a business, publishes the score, sells the fix, and re-checks it every month.
More and more, people ask an AI assistant to find and choose a local business, and most websites give those systems very little to work with. We audit what an assistant can actually read on a business website, from crawler access and structured data to plain-text legibility and contact details, and we turn it into a readiness score out of 100. Then we hand over a prioritized fix plan, and for the businesses that want it, we watch the score every month and report what moved.
File your website address and watch the readiness audit run, the same one every report is built on. No email required.
Public http and https sites only. We refuse private and internal addresses, and limit free audits to three per day per visitor. The full report adds AI-answer presence across engines and a prioritized fix plan.
The wire above runs the same deterministic audit every report on this site is built on, live, against the address you file.
On 17 July 2026 we audited 63 wedding vendors around Austin, TX: officiants, planners, and venues. Scores ranged from 39 to 95. The weakest category across the whole group was structured data, averaging 50.5 out of 100, which is exactly the machine-readable data AI assistants lean on most.
Every score this publication prints is produced by a fixed set of weighted checks, and each check quotes the exact page text behind its result. The same site scored on two different days returns the same number, because the checks are deterministic and the page sample is chosen by a stable rule.
Nothing is estimated and nothing is invented: every point gained or lost points back to a line of evidence you can read yourself. The full methodology.
Once for you, and once for the machines deciding who to recommend. Press the Machine view control (or the M key) on any page of this site and it flips into exactly what an AI reader receives: the served structured data, the crawler directives, the text skeleton. That transparency is the product, demonstrated on its own pages.