Most GEO/AEO recommendations focus on creating unique content, entity optimization, schema markup, FAQs, and clear content structure. I've even noticed that many companies offering AI SEO are promoting these as the core requirements for appearing in AI Overviews and AI-generated answers.

But if thousands of websites are implementing the same best practices, what actually determines which sources get cited while others get ignored?

Is content optimization only one part of the equation, with factors like brand authority, backlinks, entity trust, web mentions, user signals, and knowledge graph presence playing a bigger role than many people realize?

Has anyone seen examples where technically well-optimized content failed to gain AI visibility while less optimized pages were cited instead?

I'm trying to understand whether we're over-focusing on content and on-page optimization, or if AI systems rely more heavily on broader trust and authority signals than many GEO discussions suggest.

Most GEO/AEO recommendations focus on creating unique content, entity optimization, schema markup, FAQs, and clear content structure. I've even noticed that many companies offering [AI SEO][1] are promoting these as the core requirements for appearing in AI Overviews and AI-generated answers. But if thousands of websites are implementing the same best practices, what actually determines which sources get cited while others get ignored? Is content optimization only one part of the equation, with factors like brand authority, backlinks, entity trust, web mentions, user signals, and knowledge graph presence playing a bigger role than many people realize? Has anyone seen examples where technically well-optimized content failed to gain AI visibility while less optimized pages were cited instead? I'm trying to understand whether we're over-focusing on content and on-page optimization, or if AI systems rely more heavily on broader trust and authority signals than many GEO discussions suggest. [1]: https://www.resultfirst.com/services/ai-seo/

Last edited 12 June 2026 by davissmith1224307