Methods before conclusions.
Reproducible protocols, dated evidence, result files, and explicit limitations.
R/01
Benchmark protocol
Protocol publishedR/02AI Search Visibility Benchmark
Open protocol for measuring mentions, citations, source diversity, support quality, and answer stability across AI answer systems.
Trend research
Evidence collectionR/03Marketing Agents Move from Copy to Operations
Research queue tracking whether marketing AI products gain permissioned actions, durable context, tool access, approval gates, and outcome evidence.
Method
PublishedTool Capability Verification Method
Claim-level method for separating official documentation, observed behavior, inference, stale evidence, contradiction, and unknowns.
Need evidence rules, source hierarchy, and correction process?
Read methodology