AI engines do not rank pages. They build a model of your category, then generate an answer from it. To be in that answer, your business has to be part of that model. These are the levers that put it there.
01
Entity presence
Engines resolve businesses as entities, not strings. A firm with a confirmable record is cited with confidence; an ambiguous one is skipped in favour of a competitor the engine can verify.
- Wikidata entity creation and citation
- sameAs wiring across your profiles
- Consistent name, address and phone everywhere
02
Structured data
Schema is how you state facts in a form a machine cannot misread. Without it, an engine has to infer what you are, and inference loses to a competitor who simply declared it.
- Organization and Service markup
- Article and FAQPage on content
- Server-rendered, not injected by script
03
Earned mentions
Models weight what others say about you above what you say about yourself. Across 75,000 brands, Ahrefs found brand mentions correlate with AI visibility about three times more strongly than backlinks.
- Digital PR and expert commentary
- Industry directories and registers
- Listicle and roundup placement
04
Crawler access
The most common failure we find is the simplest: the site serves an empty shell to bots, or blocks them outright at the edge. Nothing else matters until this is fixed.
- GPTBot, ClaudeBot and PerplexityBot access
- Server-side rendering or prerendering
- An llms.txt that reflects the real site
05
Extractable structure
Engines lift passages, not pages. Content written as self-contained answers gets quoted; content that needs three paragraphs of run-up does not.
- Direct answers at the top of a page
- Question-shaped headings
- FAQ sections engines can pull from
06
Freshness
Recency works as a proxy for accuracy. Roughly half of the content AI engines cite was published or updated within the last 13 weeks, which quietly retires anything you wrote and abandoned.
- A 13-week refresh cycle on key pages
- Visible updated dates
- Retiring or merging decayed content