The control problem
Generative snippets compress your positioning into a few sentences. If your site lacks clear entities, sourced claims, and consistent naming, models fill gaps with competitors or outdated claims.
What to publish
Treat answer surfaces as a design constraint, not a channel afterthought.
- Entity clarity: Organization, Product, and Person schema that matches visible copy.
- Answer blocks: 40–80 word summaries that state the claim, the proof, and the next step.
- Attribution paths: unique URLs, author bios, and dates models can cite.
- Brand lexicon: preferred product names and banned phrasings documented for writers and PR.
Measurement
Track branded query share, citation screenshots, and assisted conversions from landing pages that match answer intent — not vanity 'AI mentions' alone.
Key points
- Accuracy beats volume: one citable page outperforms ten thin blogs.
- Schema and prose must say the same thing.
- Update answer blocks when offers or policies change — stale claims become wrong citations.
