Field note · GEO · · 2 min read
AI search starts with a question your page can answer
A buyer asks whether their marketing team will be able to publish without a developer. Your service page describes a flexible platform and an experienced team, but never says which changes an editor can make. The buyer still has to book a call to get a basic answer.
That is a useful place to begin an AI search review. Generative Engine Optimization, or GEO, concerns how content appears in generated answers. Before changing markup or adding another FAQ, check whether the source page contains the information someone needs.
Make the answer specific enough to use
Here is an illustrative rewrite for a fictional content-platform service. The details would need to match the actual delivery agreement before a business published them.
Can our team publish without a developer?
Before
We give your marketing team a flexible platform to create and manage content with confidence.
After
Editors can update existing articles and publish new ones using the approved page types. Adding a new page layout or connecting another data source requires a developer.
The revised version gives the buyer a boundary they can discuss with their team. It also gives the person maintaining the page something concrete to verify when the service changes. A source link or supporting example belongs beside an answer when it helps establish the claim. A sentence about how capable the company is does less work here.
What this does, and what remains uncertain
Google says that its AI Overviews and AI Mode use the same foundational search requirements. A page must be indexed and eligible to appear with a search snippet. There is no extra schema or special AI markup required. Those are Google-specific rules; they do not establish how every answer product selects sources.
Bing describes grounding as connecting an AI response to retrieved information. That makes a clear source worth building, but does not establish that a particular wording will earn a citation. Retrieval and the generated response can vary.
Choose one recurring question from sales calls or support requests. Read the proposed answer without the rest of the page. Identify any condition the reader would have to guess, then ask the person responsible for the service to check it. This follows Google's emphasis on helpful content while giving you an editorial change you can assess directly.
If you later test AI visibility, keep the question, system, date, and cited pages with the result. Treat that observation as a dated sample. The immediate acceptance test is simpler: a buyer should be able to explain what the service lets them do and where its limits are.
Written by the Moga principals.