An AI-search agency can provide useful research, technical work, content improvement, and observation design. It can also sell guaranteed citations, proprietary visibility scores, or a large content volume without showing what changed. Diagnose the provider before appointing a GEO or AEO agency. The question is not whether the acronym sounds modern; it is whether the work produces a decision-useful evidence path.
Define the appointment decision
Write the business job: improve answerability for a defined audience, repair ordinary Search foundations, support a sales motion, test a question set, or measure visibility. Record market, language, platform, content scope, owner, budget, capacity, and review date. Do not let “AI visibility” stand in for a commercial outcome.
Map the provider’s method
Use the AI Search Provider Evaluation Map:
| Question | Evidence to request | Warning sign | | — | — | — | | What is observed? | query panel, date, surface, capture | universal visibility score | | What is controlled? | page, source, structure, measurement | guaranteed citation | | What is tested? | hypothesis, cohort, change, review | content volume only | | What is uncertain? | limitations and alternatives | certainty before baseline | | Who owns the work? | accounts, files, decisions, export | private dashboard lock-in | | What is the stop rule? | threshold, owner, exit | renewal by activity |
Google’s AI features guidance keeps foundational SEO relevant and does not guarantee serving or citation. A provider should be able to explain that boundary and show how its method observes change without claiming to control the platform.
Diagnose the evidence quality
Ask for sample queries, exact prompts or wording, location, language, device, date, answer, cited links, and capture method. Check whether the sample represents the intended buyer and whether the provider can repeat the observation. A screenshot without context is not a market estimate.
Request the baseline: current pages, ordinary Search state, content ownership, query groups, brand status, and sales use. Ask which alternative explanations could produce the same observation. A provider that cannot name alternatives is not ready to sell certainty.
Ask the provider to show an example where the evidence did not support its preferred conclusion. A credible method records a failed hypothesis, an alternative explanation, and the decision that followed. A pitch that only presents successful captures cannot demonstrate how the agency will behave when the platform or buyer does not respond.
Ask what the provider would stop doing if the evidence stayed flat. A clear stop or change rule is a better sign than a larger deliverables list.
Ask what the provider would stop doing if the evidence stayed flat. A clear stop or change rule is a better sign than a larger deliverables list.
Test content and technical reasoning
Google’s people-first content guidance supports useful, original content for a real audience. Ask the provider to show how its recommendation improves the reader’s task, evidence, authorship, scope, and next step. Reject a plan whose primary unit is page count or keyword variation.
Check ordinary foundations: accessibility, crawlability, canonical, structured data, internal links, content accuracy, update ownership, and review cadence. AI-search work that ignores the page itself is difficult to verify.
Request a bounded work sample. The provider should identify a query cohort, inspect the page and source evidence, propose one change, state what it will measure, and explain what would make it stop. Do not buy a broad content volume before the sample shows useful reasoning.
Check whether the sample includes a page that is not performing. A provider that can diagnose a weak or ambiguous page is more useful than one that selects only an easy success story.
Check whether the sample includes a page that is not performing. A provider that can diagnose a weak or ambiguous page is more useful than one that selects only an easy success story.
Check claims, ownership, and commercial fit
The FTC’s advertising FAQ says claims need evidence and that agencies may be responsible for misleading advertising. Ask what substantiates claims of visibility, citation, traffic, or revenue. Keep platform guidance separate from legal advice and from a provider’s marketing language.
Confirm account, domain, content, data, prompt, query, report, and source-file ownership. Ask how the client can export the baseline and history. Connect the work to a real buyer decision and sales owner; a visibility report without an action path is not an investment case.
Compare the proposed fee with owner time, content production, technical implementation, review, legal or subject-matter input, and the cost of a wrong claim. Ask who does the work, what is subcontracted, and how a new owner can continue after the engagement. Keep capacity and handback as selection evidence.
Record contract term, renewal rule, notice period, ownership, access, and export. A low monthly fee can still create a high switching cost when the data or content is not portable.
Record contract term, renewal rule, notice period, ownership, access, and export. A low monthly fee can still create a high switching cost when the data or content is not portable.
Use a decision table
| Finding | Decision | | — | — | | method, sample, ownership, limits, and test are clear | approve a bounded phase | | method useful but baseline incomplete | buy discovery/evidence repair | | claim depends on guaranteed platform behaviour | reject or rewrite the promise | | evidence or data is not portable | hold appointment |
Appoint only when the provider can explain what it observes, what it changes, what it cannot control, and how the client will decide whether to continue. That is a safer foundation for AI-search work than a new acronym or a guaranteed citation.
Write the appointment decision, unresolved assumptions, first review date, and exit rule. If the evidence is not portable or the promise cannot be made honest, buy a smaller diagnostic phase or hold.
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