GEO: content AI search can interpret.

• Choose GEO when AI answers about your field matter to your buyers.

  Your buyers use AI assistants and AI search on the way to a decision, and the accuracy of what those tools say about your subject and your business matters.

• Choose answer engine optimization when the goal is an extracted answer.

  Featured snippets and spoken answers depend on question-led structure more than on sourcing. The two overlap, and AEO is usually done first.

• Start with technical SEO when pages are not indexed.

  Pages shown in Google AI features must be indexed and eligible to show a snippet. A page outside the index is outside AI search as well.

AI search engines do not publish their selection criteria in detail. In Google Search, a page must be indexed and eligible to show a snippet to appear as a supporting link in AI features, no special optimization is needed, and several related searches may be run for one question. Beyond that, the choice belongs to the engine.

What can be said with confidence is what makes a passage easy to use correctly: it answers a specific question, states facts plainly, stands on its own and points to the evidence behind it. Content with those qualities is more useful to any system that retrieves and summarizes text, and more useful to the person reading it.

• Indexed and eligible to show a snippet, as Google Search requires.
• Crawlable by the search crawler the AI product uses.
• A specific question answered in plain, self-contained sentences.
• Claims that can be checked against the evidence behind them.
• Details consistent with the rest of the site.

A citable sentence is complete, specific and verifiable. It names its subject instead of relying on a pronoun, states one fact, and includes the figure or condition that makes the fact precise. Taken out of the page, it still says something true, and the evidence behind it holds up when somebody checks.

Compare a sentence saying a website is fast with one saying that its main content loads within 2.5 seconds for three quarters of real visits. The first cannot be repeated responsibly; the second can, because it is specific and says how it was measured. The same test applies to every claim a business makes about itself, which is why unsupported claims are removed rather than reworded.

Evidence matters more than volume because AI search builds answers from material it can use accurately, and adding pages does not make any of them more accurate. A smaller set of pages answering real questions with specific, sourced statements gives any retrieval system better material than many pages repeating unsupported claims.

In Google Search, scaled content made mainly to manipulate rankings is a spam-policy violation, and unique content that visitors find helpful matters for its AI features. Topical depth still matters: covering a subject thoroughly across well-linked pages is different from publishing many thin pages about it.

• Specific statements rather than general claims.
• Claims verifiable from the evidence behind them.
• Figures dated, so readers know when they applied.
• One page per question, linked to its related pages.
• Unsupported claims removed rather than softened.

Several widely sold tactics can be ignored for Google AI features. Those features need no special structured data, AI text files or Markdown versions, content does not have to be broken into tiny pieces, and seeking inauthentic mentions across the web is not as helpful as it might seem.

Other AI search products document less, so the same caution applies: treat a tactic as unproven until the company operating the engine documents it. The llms.txt file is a proposed format; Google Search does not require it, and it does not affect visibility or rankings there. It is not presented here as a requirement for any engine.

• Generative engine optimization
• Citable, self-contained factual statements
• Inverted-pyramid content structure
• Primary source citation
• Author credentials and Person entities
• Topical depth over topical breadth

AI Overviews and AI Mode may run several related searches to develop a response. The simplified sequence below shows where clear, sourced content fits, and where the engine takes over.

• Information that survives being quoted

  A self-contained, sourced statement stays accurate when an AI system repeats part of it, which protects how the business is represented.

• A clearer picture of the business

  Consistent names and details make it easier for any system, or any person, to tell what the company does and which pages describe it.

• Content worth trusting

  Removing unsupported claims and citing primary sources makes pages more credible to readers, whether or not an engine ever cites them.

• Decisions made deliberately

  AI crawler access, structured data and file formats are chosen with their documented effects known, rather than copied from a checklist.

• A service business asked about in AI tools

  Buyers ask assistants which providers to consider and what to look for. Clear, sourced service pages give those systems accurate material to draw on.

• A knowledge-heavy site full of expertise

  The knowledge is real but buried in prose. Restructuring it into citable statements with sources makes it far easier to use correctly.

• A site that blocked AI crawlers years ago

  An old rule blocks every AI crawler. Separating search crawlers from training crawlers lets the business choose each trade-off on purpose.

• Decisions rest on verified platform behavior, not on claims about how engines secretly rank sources.
• Key facts come first in every section, stated in sentences that remain correct when quoted on their own.
• Figures and claims are checked against the evidence behind them before publishing, or they are removed.
• AI search crawlers and AI training crawlers are separate decisions in robots.txt, each with its trade-off explained.
• Special AI text files, seeded mentions and fragment-sized rewrites are never sold as requirements, because Google AI features need none of them.
• Authorship is shown only where real authors with real credentials exist, and no persona or credential is ever invented.
• Results are reported as Search Console and Bing Webmaster Tools data plus dated observations, never as a guaranteed AI ranking.