Evidence before opinion.
Technical notes from the product, including agent workflows, website QA, and the fixes we can prove.
Teardowns and Examples
How we audited index365 for AI legibility
A pre-consolidation index365.co scan scored 99/100 and still returned six findings. Here is the original terminal flow and what a high score did not tell us.
Product Updates
Marketing Signal Runs on Page Checks
Marketing Signal is now the flagship product in the Marketing Harness for Agentic Workflows, metered by the Page Check.
Website QA
Answer Engine Optimization (AEO) audit checklist: earning citations
A 10-point Answer Engine Optimization (AEO) audit checklist for direct answers, fact density, structured data, entity consistency, and freshness.
Website QA
GEO audit checklist: the access layer of Answer Engine Optimization (AEO)
A 12-point GEO audit checklist for the technical access layer of Answer Engine Optimization (AEO): what answer systems can fetch, read, and reuse.