Yelp Listing Audit for AI — How AI Agents See Your Yelp Page | Pendium | Pendium.ai
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Yelp Audit

How do AI agents see your Yelp listing?

Your Yelp page is one of the most important sources AI uses to form opinions about local businesses. Enter your Yelp URL to see exactly what ChatGPT, Claude, and Gemini learn from your listing — and whether they recommend you.

Free visibility scan
Results in 2 minutes
No credit card
See live examples
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Everything you need to get recommended

What AI learns from your Yelp page

AI agents extract business categories, review sentiment, response patterns, photos, and service details from your Yelp listing. We show you exactly what they learn and how it affects their recommendations.

Yelp listing analysis

How it works

Your Yelp page through
the eyes of AI

AI agents scrape Yelp data to form opinions about local businesses. We show you exactly what they see and what they conclude.

Enter Yelp URL
Review intelligence

Your reviews shape AI’s opinion

AI agents read your Yelp reviews to form opinions about quality, reliability, and customer experience. We analyze how AI interprets your review sentiment, volume, recency, and owner responses — and what it concludes about your business.

Review sentiment analysis
Local visibility

Are you in AI’s local recommendations?

When someone asks AI for “the best [your service] near me,” are you in the answer? We track your visibility across location-based queries, service categories, and customer personas to show you exactly where you stand.

Local AI recommendations
Competitive landscape

Know who AI recommends instead

If AI doesn’t recommend you, it recommends a competitor. See which businesses appear when your potential customers ask AI for help — and what they have that you don’t.

Competitor analysis

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Audit your Yelp listing for AI

Paste your Yelp URL and see exactly how AI agents perceive your business. Free, instant results.

Free visibility scanResults in 2 minutesNo credit card required