Research log / Evidence classes

Platform policy, peer review, preprints, observation, and hypothesis are not the same thing.

Every research note labels its evidence class, publication state, scope, conflicts, and limits. Null and negative findings remain visible.

Research register open

Initial programs

Test how search, user-fetch, and training agents reach the same public evidence through Cloudflare controls and WAF policy.

Measure how an established local entity, real reviews, owned pages, and independent mentions appear across AI-search surfaces.

Compare source overlap, citation fidelity, and language correctness across verified locale cohorts.

Measure whether bounded continuous maintenance improves technical health and business outcomes without scaled-content behavior.

Next mission

Inspect the published method, schemas, and sanitized observations; planned artifacts remain clearly marked pre-release.