// rev. 2026-10
// Topics and picks
Jill and the desk decide what we cover and what we suggest. Vendors have no say and no paid path into a guide.
// Sources
Each tactic is checked against what ChatGPT, Perplexity, Gemini and Google cite today, plus official guidance from the search providers.
// Machines and humans
Software speeds up our research and early drafts. Publication waits for a human edit and a fact check, every time.
// Links, money and fixes
Affiliate links fund serpmaze, as the disclosure explains. Fees never move a recommendation. AI search shifts fast, so we revise blueprints often and log each fix below the article. Errors go to our contact form.