The short answer
SEO supports discovery through search; AEO focuses on direct answers; GEO focuses on visibility in generated AI responses. Their work overlaps substantially. You usually need one coordinated website plan, not three separate programs. Keep technical access and useful content as the foundation, then add platform-specific checks, clearer supporting evidence, and measurement that distinguishes exposure, citations, visits, and inquiries.
A proposal sells separate SEO, AEO, and GEO packages.
Check: Do the packages repeat the same page edits, technical fixes, and reports?
Next: Request one deliverables list with genuinely additional work identified.
Your business appears in an AI answer with incorrect details.
Check: Which platform, response, and cited page contain or support the error?
Next: Correct the information you control and record a repeatable follow-up check.
An AI visibility score rises but inquiries do not.
Check: Does the score represent sampled citations, measured impressions, or attributable visits?
Next: Keep those measures separate and review the visitor journey before expanding spending.
The useful distinction is the work, not the acronym
SEO means search engine optimization: helping relevant people find and use your website through search. AEO, or answer engine optimization, emphasizes answering questions directly. GEO, or generative engine optimization, emphasizes how information and businesses appear in generated responses. AEO and GEO are industry labels with overlapping usage, not standardized service specifications. A provider's acronym tells you less than its proposed deliverables.
These are working definitions, not three mutually exclusive methods. A well-supported product comparison can help someone arriving from a search listing, answer a specific question, and provide material that an AI system might reference. My recommendation is to organize the budget around customer decisions and observable website problems. Do not create three near-identical pages just to target the three labels. Different pages should earn their place by serving different needs.
There is no single AI ranking to improve
Google AI Overviews, Google AI Mode, ChatGPT, and the Gemini app are distinct experiences. A position in an ordinary Google result does not describe your presence across all of them. Also distinguish a brand mention from a source citation: an answer can name your business without linking to your website, or cite your page without recommending your product.
Start with the experience your prospective customers plausibly use. For a local service, test questions about service areas and eligibility; for a considered purchase, test comparisons and suitability. Record the platform and exact response before deciding something is missing. Investigating related questions, sometimes called fan-out research, can expose content gaps. It does not reveal a model's private internal queries. Treat it as research into customer questions, not privileged access to how an answer was assembled.
Worked example: improve the buying decision, not the label
Illustrative example—not a client case: a commercial dishwasher supplier offers purchase, leasing, and maintenance. Its website describes every option as flexible and suitable for busy kitchens, but leaves buyers unable to compare responsibilities. Calling a rewrite GEO would not solve that problem by itself. The useful change is to publish verifiable distinctions on the pages buyers already need.
Suppose this hypothetical supplier's lease includes scheduled servicing but excludes operator damage. State that distinction beside the lease description, subject to the actual contract, rather than claiming that all maintenance is included. The table below maps questions to edits and approval evidence. Start with an existing page when it serves the same decision; use the refresh-or-new-content guide when deciding whether a separate comparison page is justified.
| Buyer question | Missing distinction | Website change | Evidence to approve |
|---|---|---|---|
| Should I buy or lease? | Responsibilities and exclusions | Compare ownership, servicing, and contract obligations | Current lease and purchase terms |
| Will it fit my kitchen? | Installation requirements | Add model-specific dimensions and utility requirements | Manufacturer manual and installer review |
| Can you service my location? | Coverage limits | List covered areas and explain how exceptions are checked | Current service-area records |
| What happens during a breakdown? | Support process | Explain reporting, assessment, and contractual limits | Approved support procedure |
Measure exposure, sampled answers, and visits separately
Verified September 26, 2026: Search Console's Generative AI performance report shows impressions from AI Overviews and AI Mode, with page, country, date, and device dimensions. It does not report clicks or leads, cover ChatGPT or the Gemini app, measure citations elsewhere, or reveal full prompts. If it is absent, do not derive an AI-only figure from total Web impressions.
For your own prompt samples, record platform, date, language, location, model, and conversation context. Keep the question set stable enough to compare, while noting any revisions. Sample citation frequency describes that sample—not market-wide share of voice or a ranking. Separately record whether a response accurately explains your offer; frequent but misleading mentions are not an uncomplicated success.
GA4 records attributable visits within its measurement limits, not every AI interaction. Review inquiries and their quality separately from exposure. Keep a dated change log, but do not assume an edit caused the next movement. The AI search visibility measurement guide explains how to keep these evidence types distinct.
Use this diagnostic before accepting a GEO proposal
A useful proposal should turn an observed problem into a deliverable that someone can inspect. For example, an inaccurate service-area description calls for a page correction, an approval owner, and a documented recheck—not an unexplained authority score. These are my purchasing recommendations, not Google requirements. Apply them whether the supplier calls the service SEO, AEO, or GEO.
Ask what happens if the planned work improves the page but sampled citations do not change. You still need a reason for the investment and a point at which to reconsider it. Separate implementation completion from visibility evaluation; neither a publication date nor a monitoring period guarantees results. For expectations around dependencies and review periods, see how long SEO takes.
- Observed problem: require a page, recorded response, or reproducible access issue—not just a low proprietary score.
- Deliverable: name the pages, edits, evidence checks, implementation owner, and approval process.
- Measurement: ask for the denominator and collection method behind every visibility percentage.
- Unsupported shortcuts: reject guaranteed inclusion based on special schema, llms.txt, or a fixed number of new articles.
Choose one scope with explicit priorities
If important pages cannot be found or buyers cannot understand your offer, address those problems before commissioning a broad AI monitoring program. If the website already supports those decisions, a limited evaluation of relevant AI answers can identify additional work. Choose a small set of commercially important questions, document the current evidence, and agree which page changes deserve testing.
My AI search optimization service covers this additional search context; the broader SEO services overview helps when the main need extends beyond AI visibility. Scope should identify what stays in existing SEO work and what is genuinely additional. You can start in writing with your website, target markets, and the decision you need help making—there is no compulsory introductory call.
Common questions
Does GEO replace SEO?
No. GEO usually adds attention to generated answers, citations, and representation. It does not remove the need for accessible pages, useful information, or a website that helps buyers take the next step.
Do I need separate AEO and GEO pages?
Not merely to cover the acronyms. I recommend separate pages only when the audience, decision, or deliverable differs meaningfully. Otherwise, one clear page is easier to maintain and evaluate.
Should every page have an FAQ and statistics?
No. Add questions when they resolve real uncertainty, and numbers when reliable evidence supports them. Invented statistics and repetitive FAQ sections weaken the information rather than improving its usefulness.
Can a consultant guarantee AI citations?
No. A consultant can commit to defined research, edits, quality checks, and reporting. Citation selection and persistence are not under the consultant's control.