Andytown Coffee Roasters
andytownsf.com is ready for agents.
Order directly: andytownsf.com/pages/locations on the business's own site · Menu: andytownsf.com/pages/food
See what an AI agent reads on this site →
72 of 80 points available
agent-readiness level, Basic Web Presence
thing to fix
Action test, 2026-10-14: completed, an agent can reach the step before confirming. A Shopify widget renders on the page and can be used without a login.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
What to fix first
- Structured data is incomplete +5 points
Missing: address, opening hours. How to fix it
No one is listed yet to fix this in San Francisco cafes and bars. List your agency or yourself: free, reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- Structured data present (Organization) phone
- Menu or price list is an HTML page Agents can read items and prices directly.
- Ordering on your own site Agents can order without a marketplace in the loop.
Builder: shopify · Front: cloudflare
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on shopify is in the guides.
Structured data (JSON-LD)
One block in the page's <head>, or in the builder's custom-code slot. Replace anything that is wrong; add priceRange if you like. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "CafeOrCoffeeShop",
"name": "Andytown Coffee Roasters",
"url": "https://www.andytownsf.com/",
"telephone": "+1-415-753-9775",
"address": {
"@type": "PostalAddress",
"streetAddress": "Lawton Street 3655",
"postalCode": "94122",
"addressLocality": "San Francisco"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 37.7567163,
"longitude": -122.502318
},
"openingHours": "07:00-17:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [],
"opens": "07:00",
"closes": "17:00"
}
],
"hasMenu": "https://andytownsf.com/pages/food",
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://andytownsf.com/pages/locations",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
9 of 516 in San Francisco cafes and bars
Top 2% of the sites scanned in this index. Just above: Uqbar A, Fieldwork Brewing Company A. Just below: Madarae A, El Porteño A.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | yes |
| Publish the menu or price list as HTML | 81% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 13% | yes |
The top tenth is the 52 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Shopify 1,336 sites | 61% | 36% | 90% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Bobaville bubble_tea | 473 m | D | no |
| Two Pitchers Brewing Company | 485 m | B | yes |
| White Cap | 1.7 km | C | no |
| Avenues San Francisco | 1.7 km | F | no |
| The Riptide | 1.7 km | C | no |
| Butter Love | 2.1 km | C | yes |
| La Promenade Cafe | 2.1 km | C | yes |
| BB Tea | 2.2 km | C | no |
| Garden House Cafe | 2.9 km | B | yes |
| Cafe Enchante bakery | 3.0 km | F | no |
Level 1 of 5, Basic Web Presence
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | yes |
| llms.txt | yes |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | yes |
| OAuth protected resource metadata | yes |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | yes |
| JSON-LD for the business | yes |
What assistants answer
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/andytownsf.com"><img src="https://directindex.org/badge/andytownsf.com.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
Own this business?
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.