For fifteen years, SEO meant one thing: rank on Google.
That era is ending. When someone asks ChatGPT or Perplexity a question, they get an answer — not ten blue links. If your brand is not in that answer, you are invisible to a fast-growing slice of demand.
That is what AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) are about: being the source the AI cites.
The good news? The fundamentals overlap. Clear structure, real expertise, and content that directly answers questions still win. The difference is measurement — you now have to track mentions across AI engines, not just keyword rankings.
How to turn AI visibility into a useful business priority
The practical point is that discovery now includes more kinds of answers. It does not mean traditional search has stopped mattering, or that every business should split its budget equally between SEO and AI visibility. The right priority depends on how your customers research and buy.
AEO usually describes making information useful for direct answers. GEO is commonly used for visibility in generative responses. The terms overlap, and neither represents a guaranteed placement you can buy. Before commissioning work, ask which customer questions, platforms and pages the engagement will address.
Start with a question your customer asks before buying
Consider a business selling custom CRM development. A prospective customer may ask whether they need a new CRM, an integration or improvements to their existing system. A useful page would explain those choices, the information needed for a diagnosis, the development process and the limits of an initial estimate.
That is more useful than repeating “best CRM developer” across several paragraphs. The page should help someone make a decision. An AI citation would be an additional discovery route, not the only reason for creating it.
What should change on the website?
- Explain the service precisely. State who it is for, what the work includes and what requires a separate scope.
- Make the evidence visible. Use approved examples, clear authorship and links for external facts. Label hypothetical scenarios.
- Connect related questions. Link the service page to pricing, implementation and comparison articles where they help the reader.
- Check access and consistency. Important information should be readable, discoverable and consistent with the structured data on the page.
Google says its established SEO practices remain relevant to AI Overviews and AI Mode, with no special additional optimisation required. That is guidance for Google’s features, not a guarantee about every AI platform. Source: Google Search Central.
A practical before-and-after example
Vague: “We deliver complete digital transformation.”
More useful: “We review your lead-handling process, agree the CRM features your team needs, and scope design, development and integrations. The estimate depends on users, workflows and existing systems.”
This illustrative rewrite adds meaning rather than keyword density. A buyer can now identify the service and understand why a conversation is necessary. Use the same test for branding, SEO, paid media or any other service: can the reader explain the next step after reading the page?
Measure discovery and commercial value separately
Record a small set of relevant questions, the platform and the date when checking AI answers. Keep the observations consistent, but recognise that answers vary. One appearance or omission is not a reliable trend.
Then review useful visits and actual enquiries. Ask customers how they found you and retain uncertainty when the journey cannot be attributed confidently. More mentions do not automatically mean more sales. Your goal is qualified discovery supported by a clear offer.
Questions worth asking before buying AEO or GEO services
Do I need a special AI file? Google says no special AI text file or schema is required for its AI Search features. Ask for platform-specific evidence before buying a technical add-on.
Will adding FAQs guarantee visibility? No. FAQs help when they answer real questions; their presence alone does not secure a citation.
Where should I begin? Choose one important service page and one recurring customer question. Improve the answer, evidence and next step, then assess what you learn. My AEO/GEO checklist provides a fuller review structure.
