AI Visibility Scorecard
Andytown Coffee Roasters
andytownsf.com · E-commerce
Somewhat visible. AI bots can read Andytown Coffee Roasters, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ShapBot
#22,546 of 738,283 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.4/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About Andytown Coffee Roasters
from our crawl and measurement
Andytown Coffee Roasters is a business whose own site puts it this way: "Andytown is an artisan coffee roaster and bakery based in the Outer Sunset district of San Francisco. Enjoy expertly crafted coffee, fresh pastries, and a cozy atmosphere." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 6.4/10, Andytown Coffee Roasters has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Andytown Coffee Roasters
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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.
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Andytown Coffee Roasters lists 33 products, 33 in stock, priced 2.70 to 60.00.
Show all 33 products
- FALL AT THE FILLMORE BLEND · 17.50 · coffee
- INDONESIA NATURAL MOUNT IJEN · 17.50 · coffee
- BURUNDI TURIHAMWE · 17.00 · coffee
- THE SNOWY PLOVER DOG TOY · 18.00 · Merchandise
- MEXICO BELLA VISTA WOMEN'S GROUP · 15.75 · coffee
- DECAF MEXICO ESMERALDA · 15.75 · coffee
- Fogtown Coyote Tee in Sage · 32.00 · Merchandise
- Fogtown Coyote Tee in Dust · 32.00 · Merchandise
- The Parrot Peak Hoodie · 60.00 · Merchandise
- Fogtown Camp Mug by Miir · 38.00 · Merchandise
- Friends of Andytown Straw Sipper by Miir · 40.00 · Merchandise
- Andytown Pumpkin Spice Jar (2 oz) · 11.75 · Merchandise
- Andytown Throwback Muni Hat · 35.00 · Merchandise
- SINGLE ORIGIN SUBSCRIPTION · 16.75 · coffee
- WIND & SEA SINGLE SERVE SACHET · 2.70 · Merchandise
- Andytown Gift Card · 10.00 · Merchandise
- Fall At The Fillmore T-Shirt · 20.00 · Merchandise
- Six Cup Classic CHEMEX · 49.50 · Merchandise
- V60 Glass Coffee Dripper 02 with Round Base · 23.50 · Merchandise
- AeroPress Paper Micro-Filters · 9.95 · Merchandise
- Hario V60 Plastic Coffee Dripper, Size 02, Clear · 15.50 · Merchandise
- Chemex Bonded Filters Pre-Folded Circles · 11.00 · Merchandise
- V60 Ceramic Coffee Dripper 02 Classic in White · 28.50 · Merchandise
- Hario V60 02 Paper Filters (100 ct.) · 9.00 · Merchandise
- Aeropress Coffee Maker · 50.00 · Merchandise
- Andytown Sutro Poppy Tote · 17.00 · Merchandise
- Andytown Classic Waves T-Shirt · 25.00 · Merchandise
- The Gullden Gate Hoodie · 50.00 · Merchandise
- Andytown Circle Logo Beanie · 22.00 · Merchandise
- WIND & SEA BLEND · 15.25 · coffee
- COLD BREW BLEND · 12.50 · coffee
- SHORE LEAVE HOOK BLEND · 15.25 · coffee
- SHORT STRAND BLEND · 15.25 · coffee
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/andytownsf
Cite this score: Engagemii (2026). "AEO Score for Andytown Coffee Roasters." Retrieved from https://engagemii.com/aeo/brands/andytownsf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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