AI visibility evidence and content
Measure what AI answers actually say about your business
Use these guides to choose relevant buyer questions, record the answers you observe and review the public information behind your services. They help separate an observation from a claim about improvement. No single answer or referral proves consistent visibility.
Practical AI visibility guides
Each guide includes a decision to make, specific operating checks and related reading for the next part of your process.
Build a buyer-question library for AI visibility checks
Choose relevant buyer questions, preserve exact wording and define a stable test set without selecting only favourable answers.
Read the guideKeep an evidence log for AI visibility answers
Record exact prompts, answers, visible sources and test settings so an AI visibility finding can be checked later.
Read the guideRepeat AI visibility checks without selecting only favourable answers
Use a fixed test plan, preserve failed runs and report comparable observations when repeating AI visibility questions.
Read the guideKeep a source register for your public business facts
Record the evidence and owner behind public business details so website updates use approved facts and contradictions can be resolved.
Read the guideCheck the evidence behind a service page before publishing
Review service-page claims against approved business evidence, with clear qualifications, honest examples and an accurate enquiry step.
Read the guideReview website content when business facts change
Plan an evidence-led content refresh that updates changed facts, preserves useful material and verifies the published result without citation promises.
Read the guideReview enquiries associated with AI referrals carefully
Separate referral observations, customer reports and enquiry quality without treating a visit as proof that an assistant cited or recommended the business.
Read the guideCompare competitor mentions using like-for-like observations
Define comparable questions and record mentions, descriptions and source links without turning isolated answers into market-wide rankings.
Read the guideKeep AI visibility changes separate from outcome claims
Record content and technical changes with their purpose and verification, then track later observations without assuming cause and effect.
Read the guideBring the questions your buyers ask
Tell us your category, service area and the questions customers ask before choosing a supplier. We can discuss a baseline and public content review. Keep customer records and confidential information out of the form.