Finish one evidence-to-action loop before scaling the program.
Week one: define the boundary
Choose one product, audience, and market. Gather customer questions and agree on the business objective. Name the owner of the research and the people responsible for product facts, content, technical access, and commercial information.
Create a small baseline prompt set with exact wording and clear tags. Define mentions, citations, position, collection failures, and any commercial measures you will report. Keep assumptions and missing evidence in a visible note.
Week two: inspect the evidence
Collect comparable observations and read the full answers. Open important cited pages. Check whether claims are accurate and recommendations suit the question. Audit access for relevant owned pages when the evidence suggests a technical issue.
Select a few material problems. Distinguish wrong facts, unclear information, genuine product limitations, and unresolved causes. Avoid a long speculative backlog where every missing mention becomes a new article request.
Week three: complete bounded changes
Give each action an owner, evidence, change date, and verification method. Correct an obsolete price, clarify a requirement, repair a broken destination, or produce one useful guide supported by facts. Keep unrelated releases in the same change log.
Review each publication for accuracy and usefulness. Do not borrow competitor findings as your own or promise capabilities still on a roadmap. A modest verified improvement is a stronger starting point than a large volume of generic content.
Week four: review and choose the next step
Repeat observations under the original conditions. Inspect changed answers and sources, then review identifiable referrals and qualified outcomes where available. Report what improved, what stayed the same, and what you cannot explain.
Choose whether to extend coverage, continue an experiment, improve the measurement method, or gather better customer evidence. Keep the baseline and learning log. Scaling should mean repeating a useful process, not multiplying pages before you know what they are supposed to accomplish.
