Boring numbers and comparison pages for AI citation
Publish plain factual pages like data stats, product comparisons, and 'how it works' explainers so AI tools quote your version instead of a third-party summary.
Why this can grow a startup
Answer engines favor pages that match the prompt with concrete specifics. A boring numbers page or comparison page is easier to quote than a broad homepage because it resolves one exact question cleanly. That makes these pages useful for classic SEO and for AI answers that need a crisp factual source.
Company example
Ahrefs says its own numbers page shows up in AI Mode, and points to Samsung buying guides and comparison pages as examples of the same pattern in AI search.
Source and metric
Source: Ahrefs Blog · Browse Ahrefs Blog tactics
Source discovered: May 24, 2026
When to use it
Use this when AI Search, SEO, Content is relevant to seo, content, ai-search and you can run a bounded test with a low budget.
When not to use it
Do not use it as a substitute for customer evidence, a clear owner, or a measurable stop condition. Local platform rules and market behavior still need checking.
Founder checklist
- Read Ahrefs Blog and identify what is directly supported.
- Choose one channel context: AI Search, SEO, Content.
- Define the test around one observable customer behavior.
- Set an owner, evidence window, and stop condition before launch.
Explore the context
Apply this with an operator
Turn isolated search tactics into a crawlable visibility system tied to demand and proof.