Shore Leave
shoreleaveboston.com is ready for agents.
Order directly: www.toasttab.com/shore-leave-xuwhy through toast acting for the business · Menu: www.shoreleaveboston.com/menu/food/
See what an AI agent reads on this site →
72 of 80 points available
agent-readiness level, Basic Web Presence
things to fix
Action test, 2026-10-14: completed, an agent can reach the step before confirming. A Toast booking or ordering page renders 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
- Booking only through opentable +5 points
Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor
- 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 Boston 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 (FoodEstablishment) address, phone, opening hours
- Menu or price list is an HTML page Agents can read items and prices directly.
- Ordering through toast on your own domain No marketplace commission, and the guest stays yours.
Builder: bentobox · 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 bentobox is in the guides.
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Shore Leave > bar or pub in William E. Mullins Way 11 02118 Boston, Boston cafes and bars. Phone +1-617-530-1775. ## Book or order directly - Order: https://www.toasttab.com/shore-leave-xuwhy (through toast acting for the business) - Menu: https://www.shoreleaveboston.com/menu/food/ ## Opening hours We-Th 17:00-22:00; Fr 17:00-23:00; Sa 13:00-23:00; Su 13:00-22:00 ## About - Website: https://www.shoreleaveboston.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
14 of 274 in Boston cafes and bars
Top 5% of the sites scanned in this index. Just above: Loretta's Last Call A, Mariposa Bakery A. Just below: Tavern of Tales A, Circus Cooperative Cafe A.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 93% | yes |
| Publish the menu or price list as HTML | 93% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 36% | yes |
| Have an llms.txt | 7% | no |
The top tenth is the 28 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with BentoBox 862 sites | 84% | 96% | 90% |
| Sites using OpenTable 1,409 sites | 67% | 42% | 90% |
| Sites using Toast 1,749 sites | 74% | 62% | 90% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Cuppacoffee coffee_shop, australian | 224 m | C | yes |
| Berkeley Perk Cafe breakfast | 544 m | D | no |
| Jacque's Cabaret caberet, french, regional | 570 m | C | no |
| Tbaar bubble_tea | 635 m | F | no |
| OneZo Tapioca bubble_tea | 649 m | F | no |
| Tiger Sugar bubble_tea | 678 m | F | no |
| Shojo asian | 692 m | A | yes |
| Tea-Do bubble_tea | 697 m | F | no |
| Cafe Darq bubble_tea, ice_cream | 719 m | D | no |
| The Corner Pub | 766 m | B | 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 | no how |
| 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 | no how |
| 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/shoreleaveboston.com"><img src="https://directindex.org/badge/shoreleaveboston.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.