Côte Ouest Bistro
coteouestbistro.com is ready for agents.
Order directly: www.toasttab.com/cote-ouest-bistro-2953-baker-street/giftcar through toast acting for the business · Menu: www.coteouestbistro.com/menu
See what an AI agent reads on this site →
57 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
- Booking through an unrecognised third party +5 points
Check that the provider keeps you as the merchant of record. 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 San Francisco. 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 (Restaurant) 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: 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.
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Côte Ouest Bistro > restaurant (french) in Baker Street 2953 94123, San Francisco. Phone +1 415-896-4709. ## Book or order directly - Order: https://www.toasttab.com/cote-ouest-bistro-2953-baker-street/giftcards (through toast acting for the business) - Menu: https://www.coteouestbistro.com/menu ## Opening hours Mo-Fr 11:30-14:30,17:30-21:30; Sa 09:30-14:30,17:30-21:30; Su 09:30-14:30 ## About - Website: https://www.coteouestbistro.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
116 of 1,261 in San Francisco
Top 9% of the sites scanned in this index. Just above: Bowl'd Acai A, Bungalow 44 A. Just below: Dalida A, Early to Rise 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 | 94% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | yes |
| Have an llms.txt | 13% | no |
The top tenth is the 127 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% | 87.7% |
| Sites using Toast 1,749 sites | 74% | 62% | 87.7% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Isa french | 767 m | B | yes |
| Bistro Aix french | 768 m | F | no |
| Gamine french | 888 m | D | no |
| Chouquet's french | 1.3 km | C | yes |
| Florio Bar & Café french, italian | 1.6 km | B | yes |
| Chapeau! french | 2.1 km | B | yes |
| La Folie french, fine_dining | 2.1 km | F | no |
| Absinthe Brasserie & Bar french, american | 3.1 km | C | yes |
| Ula mediterranean, french | 3.4 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. Cloudflare's report.
| 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 | 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/coteouestbistro.com"><img src="https://directindex.org/badge/coteouestbistro.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.
Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.