AI visibility questions, answered

AEO, or answer engine optimization, is the practice of improving how a business is understood, cited, and recommended in AI-generated answers.

GEO usually means generative engine optimization. In practice, GEO and AEO overlap heavily: both focus on visibility and accurate representation inside generated answers rather than only traditional search-result rankings.

A monitoring set may include ChatGPT, Perplexity, Google AI experiences, Gemini, Microsoft Copilot, or other available models. The exact cohort is confirmed at baseline and kept consistent for comparison.

A useful paid engagement can start with 6–12 focused prompts. A prospect micro-report may use only one to three prompts, while a mature program can expand after the initial cohort produces clear learning.

Timing varies. In two early internal hospitality tests, targeted prompt visibility doubled for one buyer question and quadrupled for another within four to five days. A 30-day sprint creates a more responsible initial observation window.

No. Generated answers vary and no outside provider controls them. Any guarantee of permanent placement should be treated skeptically.

Structured data can make facts easier for machines to parse, but schema alone is not an AEO strategy. The underlying page still needs a direct answer, approved facts, useful context, internal support, and credible public evidence.

Common interventions include direct-answer service pages, local category pages, comparison pages, proof and case-study pages, FAQs, entity pages, and revisions that make existing claims more explicit and supportable.

They can. AI answers may rely on directories, editorial pages, reviews, industry sources, and other third-party evidence. The engagement separates owned-site work from external source opportunities.

The primary measure is prompt-cohort visibility change using the same prompts and selected models before and after an intervention. Inquiry and referral signals can support the story, but they are not presented as proven causation.

The best fit is an owner-led or small marketing team whose customers use recommendation-style searches, whose category or geography is narrow enough to test, and whose website can be changed.

Scope and price are confirmed after the visibility review because website access, category complexity, number of locations, and publishing responsibility affect delivery. The engagement is fixed-scope rather than an open-ended initial retainer.