# Search visibility for AI answers: what to publish first

2026-10-07 · version search-visibility-for-ai-answers-2026-10-07

## The problem

A page can rank well in a search engine and still be invisible to an assistant that answers questions directly. Search engines crawl, index and rank pages. Assistants and agents fetch a few documents, often at the moment a person asks, and quote or act on what they find. They favour sources they can read quickly and attribute clearly.

That does not call for a separate "AI SEO" strategy. It calls for a site that is easy to fetch, easy to parse and honest about what it offers.

## An order of work

1. **Make every important page fetchable.** Check `robots.txt` names the crawlers you allow, including AI crawlers you are happy to serve, and that it points to your sitemap. A page blocked by robots, or rendered only by script, is a page an agent may never see.
2. **Keep the sitemap current.** List every page you want found, with real last-modified dates. Remove pages that redirect or no longer exist.
3. **Give each page one clear purpose.** One title, one description, one main heading. Assistants quote the sentence that answers the question; write that sentence near the top.
4. **Add structured data where it is true.** Organisation, article, product and service markup (JSON-LD) tells a machine who publishes the page and what it offers. Only describe what is on the page.
5. **Offer a plain-text route.** An `llms.txt` file listing your key resources, and Markdown versions of articles, are cheap to publish. `llms.txt` is a proposal, not a standard, so treat it as a convenience rather than a ranking factor.
6. **Publish machine-readable facts.** Prices, terms and status in JSON let agents answer "how much" and "is it up" without guessing.

## What this does not do

None of these steps guarantees a citation or a ranking. They remove reasons to be skipped. Visibility still depends on whether the page answers a real question better than the alternatives.

## Checking your own site

Start with the files in steps 1, 2 and 5: they take minutes to check and are the most common gaps.