Offers written as a list of competencies
Buyers describe a situation, not a competency. With no page written for the problem, nothing matches.
In professional services the decision starts from a problem, not from a vendor category. Models match the answer to the description of a situation, so the winner is the firm that described that problem plainly and has proof it solved it. Proof, not a claim.
The data
of consumers and buyers asked AI for a company recommendation in the past year
Cheers, 2026Questions
Gaps
Buyers describe a situation, not a competency. With no page written for the problem, nothing matches.
Case studies under NDA and references in an inbox do not exist for a model. Public versions are needed.
Models recommend more readily the firm that shows ranges and stages, because they can cite them.
In professional services, editorial mentions and speaking appearances are the strongest evidence available.
Common questions
Referrals are increasingly verified in a model. The client hears a name, types it in and reads what AI says about you. If the description is vague or out of date, the referral loses its force.
Anonymized context with numbers is enough: industry, scale, problem, result. Models need a checkable description, not a logo.
Changes on the site and in the data show in weeks. External evidence and mentions are a quarterly effort, which is why the audit prioritizes them from the first run.
Prioritized findings: what is weak, what the gap against alternatives is, which condition has to improve, why it matters and how strongly the evidence supports it. It is not a task list of the add-this-tag, get-that-many-links kind, because the right steps depend on your market and your resources. Your own team or your agency turns the priorities into work. If you want every finding verified by a person, with written expert commentary and an ordered plan of concrete steps, that is the optional $499 Expert Audit, which includes a 30-minute call or answers by email.
Free checkers generate prompts automatically and return a number on a dashboard. You do not know what they asked, you cannot repeat it and you have nothing to hand to anyone. With us you approve the question set yourself and flag up to fifteen as the most important, the set is sealed with a hash, and the result is a report with the measurement, the benchmark and the priorities.
The $49 audit runs the full research, measures visibility across five providers and says which condition has to improve. Expert Audit is the optional step up at $499: every finding verified by a person, written expert commentary and an ordered plan of concrete steps your team or agency can follow, plus a 30-minute call or answers by email.
The $49 audit asks up to 40 problem-shaped questions your buyer asks before they ever search for an agency, and records what five providers answer. The report names the proof that decides it. Packs start at $28 per audit if you run audits regularly.
Next steps