Fieldwork across agentic browsers, extension marketplaces, NLWeb deployments, and the MCP ecosystem — written for operators, not analysts.
Measuring citation latency, intent-to-action conversion, and policy compliance across the two leading agentic browsers. Early data: structured surfaces outperform their unstructured peers by 4–7× on first-call success.
A reproducible pipeline that converts a single MCP manifest into store-ready extensions for Atlas, Comet, and Chromium peers. Build once, distribute everywhere.
Schema patterns that increase the probability of being cited by ChatGPT, Perplexity, and Atlas — including the entity-graph patterns that legacy SEO never had to consider.
Field tests of attested MCP manifests with scoped rate limits, human-in-the-loop hooks, and revocable trust anchors. The boring infrastructure that makes autonomy safe.