Proud Mary
proudmarycoffee.com is partly visible to agents.
Order directly: proudmarycoffee.com/account/login?return_url=%2Faccount on the business's own site · Menu: proudmarycoffee.com/menus/atx-food
See what an AI agent reads on this site →
44 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
What to fix first
- No structured data for the business +15 points
Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
- Menu or price list is a PDF +3 points
Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. How to fix it
No one is listed yet to fix this in Austin 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.
- 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": "Proud Mary",
"url": "https://proudmarycoffee.com/pages/proud-mary-cafe-austin",
"address": {
"@type": "PostalAddress",
"streetAddress": "South Lamar Boulevard 2043",
"postalCode": "78704"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 30.2482775,
"longitude": -97.769373
},
"openingHours": "Mo-Su 07:00-16:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [],
"opens": "07:00",
"closes": "16:00"
}
],
"hasMenu": "https://proudmarycoffee.com/menus/atx-food",
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://proudmarycoffee.com/account/login?return_url=%2Faccount",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
68 of 240 in Austin cafes and bars
Top 28% of the sites scanned in this index. Just above: Houndstooth Coffee C, Lala's C. Just below: The Wheel C, Better Half Coffee & Cocktails C.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 92% | yes |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 40% | no |
| Have an llms.txt | 28% | yes |
The top tenth is the 25 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% | 67.7% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| OPA! Greek Cafe greek | 73 m | B | yes |
| Purr-Fecto Cat Lounge | 513 m | B | yes |
| Saxon Pub | 808 m | C | yes |
| Postino | 899 m | A | yes |
| Gibson Street Bar | 1.0 km | D | no |
| The Highball | 1.1 km | F | no |
| Once Over Coffee Bar | 1.3 km | F | no |
| Sightseer Coffee Bar | 1.3 km | D | no |
| Kerbey Lane Cafe | 1.5 km | A | yes |
| Love Lamp Matcha | 1.7 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 | no |
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/proudmarycoffee.com"><img src="https://directindex.org/badge/proudmarycoffee.com.svg" alt="Agent-Direct Score C" 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.