Bill's Oyster
billsoyster.com is ready for agents.
Book directly: www.billsoyster.com/reserve on the business's own site · Menu: www.billsoyster.com/menu
See what an AI agent reads on this site →
58 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
- Structured data is incomplete +4 points
Missing: telephone, opening hours. How to fix it
- No llms.txt no points, still worth doing
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Austin. 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 (LocalBusiness) address
- Menu or price list is an HTML page Agents can read items and prices directly.
- Booking on your own site Agents can book without a marketplace in the loop.
Builder: squarespace · 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 squarespace 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": "Restaurant",
"name": "Bill's Oyster",
"url": "https://www.billsoyster.com/",
"telephone": "+15123635769",
"address": {
"@type": "PostalAddress",
"streetAddress": "West 3rd Street 205",
"postalCode": "78701",
"addressLocality": "Austin"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 30.2656186,
"longitude": -97.7456335
},
"servesCuisine": [
"seafood"
],
"acceptsReservations": "https://www.billsoyster.com/reserve",
"hasMenu": "https://www.billsoyster.com/menu",
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.billsoyster.com/reserve",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
},
"result": {
"@type": "Reservation",
"name": "Reservation"
}
}
]
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Bill's Oyster > restaurant (seafood) in West 3rd Street 205 78701 Austin, Austin. Phone +15123635769. ## Book or order directly - Book: https://www.billsoyster.com/reserve (on the business's own site) - Menu: https://www.billsoyster.com/menu ## About - Website: https://www.billsoyster.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
50 of 720 in Austin
Top 7% of the sites scanned in this index. Just above: Austin Daily Press A, The Cheesecake Factory A. Just below: Chi'Lantro BBQ A, Magnolia Cafe A.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 63% | no |
| Have an llms.txt | 23% | no |
The top tenth is the 73 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Squarespace 6,916 sites | 64% | 46% | 89.2% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Mason's Famous Lobster Rolls seafood | 141 m | B | yes |
| Turf n'Surf Po'Boy seafood, cajun | 177 m | F | no |
| J Carver’s Oyster Bar & Chophouse seafood, steak_house | 567 m | C | no |
| Pearl Dive Oyster Bar seafood | 2.1 km | C | yes |
| Este seafood, mexican | 3.2 km | A | yes |
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 | no how |
| llms.txt | no how |
| 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 | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | yes |
| WebMCP tools on the page | no how |
| 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/billsoyster.com"><img src="https://directindex.org/badge/billsoyster.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.