Make content useful for search engines and AI answers
Generative answers rely on material that search systems can discover, understand and assess. Start with an original, verifiable answer for a real person, then make that answer technically accessible. No special “GEO” file or markup guarantees a citation.
What to remember.
- Answer a real decision question with original evidence.
- Keep the canonical page crawlable, linked and technically sound.
- Measure qualified use and maintain accuracy instead of promising citations.
Start with a real audience question
Collect questions from customers, support staff and subject specialists. Record whether the person needs a definition, comparison, method or proof. Give each page a primary purpose and answer it early. Consolidate closely related questions instead of publishing many nearly identical pages for every wording variation. A useful collection should help readers move through a decision, not merely increase the URL count.
Show what makes the answer verifiable
Identify the accountable publisher and the experience behind the guidance. Link factual claims to primary sources where possible. When describing your own method, explain the context, steps, limitations and observed outcomes without inventing results. Review time-sensitive facts before changing the update date, and make it easy for readers to report an error.
Lead with the answer and organise the detail
Use a clear title, a direct opening answer and headings that follow the decisions a reader must make. Add examples, definitions, tables and visuals only when they improve understanding. Place descriptive links near related questions. Structured data can describe an article or organisation, but it must agree with visible content and is not a shortcut into generative answers.
Make the preferred page accessible
Check HTTP status, indexing directives, canonical URL and internal HTML links. Make important content visible in the rendered page. Equivalent language versions should reference each other accurately. An XML sitemap helps discovery but cannot replace a coherent site structure. A machine-readable overview such as llms.txt may help some tools understand a site, yet the published pages remain the primary source.
Use relevant, efficient images
Select a representative primary image that is discoverable in HTML. Give it a descriptive filename and context-appropriate alternative text; decorative images may have empty alt text. Provide declared dimensions and smaller versions for mobile layouts. Captions and nearby copy can clarify meaning. Embedded metadata can document an asset, but it cannot replace useful visible context or a relevant landing page.
Measure usefulness without citation promises
Review indexed pages, relevant queries, qualified visits and actions showing that a page helped someone decide. Study questions that remain unanswered. Search interfaces and AI answers change, so keep a record of content revisions and technical changes. An automated citation depends on factors outside the publisher’s control; test clarity with readers and maintain reliable sources instead of treating citation counts as the only success measure.
Check the reference material.
Related guides
Put the method into practice
An illustrative application case
An automated answer repeats an old service description. Check the source page, date and conflicts with other pages. Correct accessible information and links. Document the observation without promising that markup or discovery files can force a new answer.
Prepare a domain and URL migration
Use this worksheet in a review with the person responsible for delivery. Keep the evidence alongside the decision, rather than marking a task complete on trust alone.
| Action | Evidence |
|---|---|
| Make essential facts visible in HTML and explain their provenance. | A direct answer, primary sources and a clearly identified entity. |
| Check access, indexability and agreement between text and structured data. | Markup describing the visible information precisely, without fabricated reviews. |
| Observe a sample of questions without promising citations. | A dated log of engine, question and outcome stating variability. |
Download the worksheet to fill in (CSV)
A question to resolve before acting
Is there a tag that guarantees an AI citation?
No. Google states that its AI features require no additional special markup. Prioritise answer quality, technical access and evidence; outcomes may vary by engine and context.
Resources for this project
Web service provider
Française du Numérique
When comparing SEO, SXO or GEO support, request the affected pages, expected evidence and monitoring terms. A service cannot guarantee a citation in a generated answer.
Sites from the AR ecosystem, selected for their relevance to this topic. Check scope, terms and current offers with each publisher. Our selection method.