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AI Visibility Scorecard
Yelp for Business
knowledge.yelp.com · Technology
Somewhat visible. AI bots can read Yelp for Business, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#39,890 of 2,636,978 in Technology for AI visibility
6.8
/10
AEO Score
About Yelp for Business
from knowledge.yelp.com
Use real-time Yelp data to improve the way you operate. Understand market trends and consumer preferences with local business insights from Yelp Insights API.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
7
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
9
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.8/10, Yelp for Business has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Yelp for Business
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Yelp for Business.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/knowledge-yelp
Cite this score: Engagemii (2026). "AEO Score for Yelp for Business." Retrieved from https://engagemii.com/aeo/brands/knowledge-yelp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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