Buyer-question and visibility audit
Question map, a baseline of answers and citations, competitor/source review, and prioritized recommendations.
Bring a specialist workstream into an existing client engagement. We support English-language buyer-question research, product content, source analysis, and AI answer monitoring with defined outputs.
Each package is tailored to the category and publishing access. Your team can use our work behind the scenes or introduce us as a specialist.
Question map, a baseline of answers and citations, competitor/source review, and prioritized recommendations.
Fact-checked English-language briefs, product-page copy, comparisons, FAQ content, and internal-link recommendations for approval.
Repeatable prompt checks, URL and mention logs, content change notes, and a client-ready findings summary.
Agree on ownership before delivery. We do not contact your clients or publish on their behalf without the agreed process.
Share category, site, market, approved product facts, and the piece of the engagement you need supported.
Scope, access, confidentiality, approvals, and reporting format.
We document findings, prepare drafts or data, and mark assumptions needing client verification.
Editable files, source log, and review notes.
Your team handles client approvals and decides which changes to publish or continue measuring.
Changes and observed answer differences recorded with context.
A client category, target market, and delivery gap are enough to start scoping.
Talk about agency supportTell us about your product, market, and the answers you want to understand.
ningbo842@gmail.com