Resources

Studies the articles rely on: how answers get built, why vague place and product asks repeat the same names, why travel lists repeat, why a model sounds sure, and when a browser agent can open a page and still fail the task.

News the articles use: planted forum threads, bad advice, blank product asks and incumbent defaults, a fake brand, and publisher lawsuits.

Docs from the companies themselves: crawler names, robots.txt, Cloudflare controls, product feeds, and Search Console.

Shared formats a page can publish: Schema.org product types, and the proposed llms.txt file.

Live catalogs and checkout in chat are separate from being named on a shortlist.

Useful maps of the field. Treat tactics as hypotheses to test, not automatic gospel.

We dogfood the access layer we write about. That is not a ranking trick.