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Key Takeaways Third-party corroboration is the new domain authority.
Context-matched placement beats raw mention volume.
Distributed review signals function as proof, not just social proof.
Your trust proof needs to be machine-readable.
Specificity wins over superlatives.
The past two decades have seen search engines and social media as the twin engines of online visibility, and the rules — while always shifting — remained at least broadly the same.
That playbook isn’t obsolete, but it’s no longer complete. Generative AI has introduced a third channel that some analysts believe will eventually eclipse traditional search altogether. When a potential customer asks ChatGPT or Claude to recommend a product or service and your brand doesn’t come up, no amount of first-page Google rankings will save that deal.
I’ve spent the past year studying how AI recommendation engines decide which businesses to name — and which to ignore. What I’ve found challenges a lot of assumptions. Here are the five signals that matter most right now, and what you can do about each one.
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