How ChatGPT picks brands to mention
ChatGPT generates answers by combining its trained representation of brand authority with live web-search results (via Bing). The brands it cites consistently are those with: broad entity consensus (mentioned by name across many domains), structured on-site signals (schema, llms.txt, clear authorship), and recent content (dateModified within 90 days).
The on-site work
Apply to every page you want cited:
- H1 written as the literal question or topic a buyer would search
- Quick-answer paragraph in the first 100 words
- Structured H2s for each sub-question
- FAQ block (5+ pairs) with FAQPage JSON-LD
- Article + Organization + Person schema
- dateModified updated within 90 days for evergreen content
- Author byline + sameAs LinkedIn
The off-site work (this is the bottleneck for most SMBs)
ChatGPT heavily weights mentions across independent domains. To build that:
- Complete profiles on Clutch, GoodFirms, UpCity, G2, Capterra, Crunchbase
- Pitch HARO/Qwoted/Featured.com 4x per week
- Publish 1-2 branded listicles per quarter in your category
- Answer 10+ Reddit and Quora threads monthly
- Get on 2-3 niche podcasts per quarter
- Ship one original data study per year (highest leverage)