AI SEARCH & GEO / PRACTICAL GUIDE
SEO, GEO and AEO: defining the scope of work
Choose a search engagement by its inputs and outputs. A change in terminology should not obscure what is being implemented, which system is observed or how a result is checked.
Separate the label from the work
SEO describes work on search visibility. GEO is commonly used for generative-engine visibility, while AEO describes answer-oriented search work. Vendors use these labels differently. A useful brief names the surfaces being observed, the content being changed and the evidence expected at handoff.
Google treats optimization for its generative search features as part of SEO. Its guidance does not require a special AI markup file to appear in those features. That guidance applies to Google Search; it should not be read as a specification for every other answer system.
Compare the engagement, not the acronym
| Scope | Typical artifact | What it can establish |
|---|---|---|
| SEO | Issue register and page-intent map | What is accessible and what changes are planned |
| GEO / AI visibility | Dated prompt and citation log | What appeared for the observed prompts and conditions |
| AEO / answer coverage | Question-to-page map with source-backed answers | Where a useful answer exists and how it is presented |
Create a repeatable observation set
Write down the query or prompt, engine, date, market and language. Keep the original response or a verifiable record of it. Mark whether the brand was mentioned, a page was cited or a competitor appeared. These are different observations.
Repeat the same set under comparable conditions. An answer from one session is a sample, not a stable position. Separate a changed response from a changed website and record both dates in the review.
Make source content worth citing
A product comparison needs comparable facts. A service page needs a concrete scope. A guide needs an example that helps a reader act. Build these materials for the visitor's decision rather than adding a block of text solely because it has been labeled AI-friendly.
The sample log includes an evidence URL and a note about uncertainty. If a system provides no citation, record "no citation observed" instead of inferring where the answer came from.
Use completion checks that the team controls
A crawler-access review can end with a documented access policy. A content task can end with a checked and published page. A visibility study can end with a dated set of observations. None of these completion checks promises that an engine will mention the brand next time.
Keep the source record with the report. It lets a later reviewer compare an actual observation with a summary of it.
Use the blank worksheet
The CSV contains field headings for your own planning. The examples in this article are illustrative and do not represent TopClick client results.
Download CSV worksheet ↓Primary sources
Sources checked October 8, 2026. The worksheets and illustrative examples are TopClick planning materials.