AWC Blog

How do ChatGPT and Perplexity decide which local business to recommend?

TL;DR
  • AI recommends businesses it sees agreed on across many sources.
  • It pulls from your site, profile, reviews, directories, and forums.
  • Consistent information and steady reviews build that confidence.
  • Being on only your own website is not enough.

AI engines recommend the local business they see described consistently and positively across many sources: your website, Google Business Profile, reviews, directories, and online discussions. They favor businesses with clear information and broad agreement, because that is what they can recommend with confidence.

AI looks for consensus, not just a website

An AI does not just read your homepage and recommend you. It checks whether other sources agree, reviews, directories, social posts, and only recommends with confidence when the picture is consistent.

AI engines recommend a business confidently when many independent sources describe it the same way.

What sources they pull from

The picture they build comes from across the web:

  • Your website and how clearly it states what you do.
  • Your Google Business Profile and reviews.
  • Directories and listings, and whether your details match.
  • Discussions and mentions on places like Reddit and forums.

Why reviews and consistency win

A business with recent positive reviews and identical details everywhere is easy for an AI to trust. Mismatched addresses, thin reviews, or a presence only on your own site make it hesitate and pick someone else.

How to become the recommended one

Make your information clear and consistent everywhere, keep reviews flowing, and earn mentions beyond your own site. That cross-web trust-building is the core of our SEO and AEO work.

Frequently asked questions

Do all AI engines pick the same businesses?

No. ChatGPT, Perplexity, and Google AI Overviews weight sources differently and often recommend different businesses for the same question, so it pays to look strong across all of them.

Can I pay to be recommended by AI?

Not directly. Unlike ads, AI recommendations come from what the engine reads across the web, so the work is earning consistent, positive coverage, not buying placement.

How big a role do reviews play?

A large one. Reviews are a major trust signal AI uses to judge local businesses, which is why a steady review flow supports getting recommended.

Want to be the business AI recommends in your area? Get started with AWC or compare the plans.

We revisit this post each quarter as the engines change how they recommend. Building cross-web consensus for clients is ongoing work.