AI Visibility Scorecard
General Assembly Pizza
gapizza.com · Food & Beverage
Somewhat visible. AI bots can read General Assembly Pizza, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 21 times
Meta AI · Claude · Apple Intelligence · Perplexity
#163,761 of 1,394,115 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
0
AI Adoption
iNone detected · 0/100
About General Assembly Pizza
from our crawl and measurement
General Assembly Pizza, based in Toronto, Ontario, describes itself simply: "Find fresh, hot General Assembly Pizza near you. Come together over pizza. Savour community and General Assembly’s signature naturally leavened pies in our stylish dining room with." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Restaurant) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a restaurant business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.4/10, General Assembly Pizza has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for General Assembly Pizza
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gapizza
Cite this score: Engagemii (2026). "AEO Score for General Assembly Pizza." Retrieved from https://engagemii.com/aeo/brands/gapizza
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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