How does Including LLM chats in website help with SEO or AEO?

[AlternativeBites]

I’ve seen this too. From what I understand those links don’t really impact SEO or AEO directly. It’s more about user experience than rankings or getting cited.

What seems to matter more is how your content is structured and whether it actually answers questions clearly. I’ve seen teams like Taktical Digital focus more on that side for AI search rather than stuff like outbound chat links.

[yekedero]

When all is said and done, the goal of SEO is ranking on top, acquiring link equity, and conversions.

[KONPARE]

Short answer, not really.

Just linking to ChatGPT/Claude/Gemini chats doesn’t give you any SEO boost. Google doesn’t treat those like normal authority links.

For AEO, it doesn’t help much either.
AI systems don’t “reward” you for linking to them.

At best, it’s just a UX thing.
Maybe builds a bit of trust or shows transparency.

Real impact still comes from your own content being clear, useful, and easy to extract.

[Level-Strawberry-907]

Using chatgpt, Gemini or Claude links will not you rank but if youR content provides quality then you definitely rank In AEO, AIO, GEO so run for this not for only UI Ux part

[Top-Buy-4207]

Linking to LLM chats like ChatGPT or Claude doesn’t directly improve SEO or AEO. Search engines don’t rank your site higher just because you add those links. The real value is indirect—if the chat helps users understand your product better, stay longer, or convert more, that can improve engagement signals. For AEO, what matters more is structured, high-quality content that clearly answers questions, not external chat links.

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