Make your site legible to search and AI

A practical guide to making SAFE / SHIP's Claude Code and Codex safety topic easier for search engines and AI systems to understand.

This page is for: individual developers delegating web development to Claude Code or Codex. SAFE / SHIP is a one-minute entry check for permissions, secrets, tests, review, and release decisions.

No method guarantees citation or recommendation in AI search. Start by stating who the page helps and what it answers.

Keep one search intent per page, with the title, headings, and body answering the same question.

Put the short answer, evidence, scope, and limits on the same page so they can be checked together.

Keep the author profile and supporting evidence consistent across the site and public profiles.

Separate verified facts, inference, and unverified items, and record the update date.

Validate the sitemap, robots.txt, canonical URLs, and structured data after publishing.

Turn real questions into specific answers that search engines and AI systems can quote accurately.

Compare search impressions, AI citations, diagnostic starts, and note clicks as separate signals.

What primary sources actually say

AIO is not a search for a magic tag. Google's official guidance says generative AI features still rely on core Search quality and technical requirements; LLMS.txt and special schema are not required. SAFE / SHIP therefore treats AIO as making the audience, evidence, experience, and limits easy to verify.

Google Search Central: Optimizing for generative AI featuresSEO fundamentals, useful original content, crawlability, and measurement remain central.
Google Search Central: AI features and your websiteThere are no additional technical requirements or special schema for eligibility.
Google Search Central: Guidance on generative AI contentAI assistance does not replace accuracy, quality, relevance, and added value.
Claude Code Docs: SecurityPermissions, boundaries, prompt-injection safeguards, and human review are explicit parts of safe agent use.

These references support the scope of this guide; they do not guarantee ranking, citation, or recommendation in any AI service.

AIO FAQ

Can any method guarantee citation or recommendation in AI search?

No. Make the topic, author, evidence, and limits easy to verify, but citation and recommendation remain decisions made by each search service.

Where should an AIO effort start?

State the page's audience and answer early, then keep the evidence, scope, and limits on the same page.

Does adding llms.txt improve AI search visibility?

Google's official guidance says llms.txt and special schema are not required for AI search visibility. It can be maintained as supplementary documentation, but it does not guarantee ranking or citation.

How should the effect be measured?

Track search impressions, AI citations, site visits, diagnostic starts, and note clicks as separate signals.

Run the five-question safety check before you delegate.

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