Insights
What AI gets right — and wrong — about real sites.
Field reports from the index: what buyers ask AI, where sites dead-end, and what the model says when yours stays silent.
AI-Readiness ReportJun 10, 2026
Is llms.txt worth it? Mostly no — and that's not the interesting part.
Almost nothing reads it yet, so it won't move your AI visibility. Add it anyway — it's a five-minute hedge — then go do the part that actually decides whether an AI can answer for you.
Read the reportAI-Readiness ReportJun 8, 2026
Most AI-readiness tools pad the list. Ours only shows what's really broken.
Every problem we put in front of you is one we're sure is real — because we keep our own false alarms off your list before you ever see them.
Read the reportAI-Readiness ReportJun 2, 2026
Your buyers are asking AI about you. The site can't answer 83% of the time.
We ran 7,160 of the questions buyers actually ask against 271 live websites. Here's how often the site had the answer — and what happens when it doesn't.
Read the report