AI Search Arena: How Our Open Benchmark Methodology Works
The benchmark methodology designed for AI Search Arena. The benchmark never ran a cycle.
What's new in AI search: tool launches, methodology updates, benchmarks, and analysis of how the AI search landscape is shifting for businesses.
The benchmark methodology designed for AI Search Arena. The benchmark never ran a cycle.
We benchmarked 14 llms.txt tools on the same website. Scores ranged from 3 to 18 out of 30. The top six are in the table.
The AI search optimisation market had 27 or more tools and no independent benchmarks. AI Search Arena was the attempt to change that. It never published a cycle.
How the scanner added full JavaScript rendering and went from 19 factors to 27. Written while it was running; the tool was retired in August 2026.
How we built a 27-factor AI readiness scanner with llms.txt integration, and what we learned. The tool was retired in August 2026 and its code is open.