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AI Visibility Scorecard
Best Coffee Shop in San Francisco
stanzasf.com · Food & Beverage
At 2.9/10, Best Coffee Shop in San Francisco is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 2 times
Claude · Meta AI
#1,144,150 of 1,354,578 in Food & Beverage for AI visibility
2.9
/10
AEO Score
About Best Coffee Shop in San Francisco
from our crawl and measurement
Best Coffee Shop in San Francisco is a San Francisco, CA business whose own site puts it this way: "Stanza Coffee Bar offers artisanal espresso and house-made breakfast burritos, along with local San Francisco vibes in the Haight-Ashbury district." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Our crawl found structured data on the page (WebSite, WebPage, CafeOrCoffeeShop). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a cafe business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
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 2.9/10, Best Coffee Shop in San Francisco is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Best Coffee Shop in San Francisco
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stanzasf
Cite this score: Engagemii (2026). "AEO Score for Best Coffee Shop in San Francisco." Retrieved from https://engagemii.com/aeo/brands/stanzasf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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