Overview
Being recommended by an LLM is the new top-of-funnel. It's earned through entity clarity, third-party mentions, and content the model can quote with confidence.
Key takeaways
KEY TAKEAWAYS
- 01LLMs recommend brands they understand and can cite.
- 02Third-party mentions matter more than self-published claims.
- 03Specificity beats adjectives — categories, ICPs, named customers.
Win entity clarity first
Make sure your About, schema, and top-of-funnel content describe what you do, for whom, and how you're different — in language a model can extract without ambiguity.
Earn the citation surface
Get on lists, comparison pages, and category roundups that retrievers index. One strong third-party mention often outweighs ten self-published pages.
Write to be quoted
Short, opinionated, specific sentences in the first 80 words of every article. Add comparison blocks and decision rules the model can lift cleanly.
Checklist
CHECKLIST
0/4What's next
Use The AI Search Visibility Checklist For B2B Brands as the ongoing QA layer.