AEO Improvement resource
How to Create Content AI Systems Can Cite
Write a passage that remains accurate when read on its own: name the subject, state the useful fact and include the condition that changes its meaning.
Updated October 20, 2026 · By AEO Improvement
Fix the missing subject and condition
Consider a fictional booking service. "It is available everywhere and takes minutes" leaves a reader guessing. A better answer might be: "The service offers online appointment requests in the listed service areas. A request is confirmed after the team checks availability." That passage identifies the service and separates a request from a booking. Use only details that describe the actual offer.
Answer the heading directly
Under "Can I book outside business hours?" explain what someone can submit, when a person responds and how confirmation works. A short answer followed by useful detail is easier to use than a paragraph praising convenience. There is no universal sentence or passage length that guarantees an AI citation.
Attach evidence to the claim
Use the current product terms for availability, a primary source for a reported fact and a clear method for original analysis. Keep the source close enough that a reader can check it. A claim about your own testing needs a record of the test, not merely a citation to an unrelated industry article.
Keep the page discoverable
Check the canonical URL, the important text and descriptive internal links. Google’s AI features use its Search eligibility requirements; special AI markup is not a prerequisite. Other providers have their own crawler controls. Confirm the relevant rules before changing access settings.
Test the passage before chasing a citation
Copy the key answer into a separate note. Can another person identify the company or product, what is being offered and the main limitation without reading the rest of the page? Fix an ambiguous pronoun or unsupported promise. Then verify the published page and record any later AI-answer observation with its question, provider and date. A clear passage helps readers; selection by an AI system remains a separate outcome.
Audit your page before you rewrite it
AEO Improvement checks visible technical, content, and AI-readiness signals. Use the results as a prioritized starting point, then validate changes against your real audience and Search Console data.
Run a free auditFramework credit: Cyrus Shepard and Zyppy Signal's Content Effort framework. This guide adds AEO Improvement's own practical interpretation and does not reproduce the source text.
To apply the framework to a commercial page, read our service-page improvement walkthrough. For the wider sequence, see what to fix first for SEO and GEO.