Le Marché Cezanne
lemarchecezanne.com is ready for agents.
70 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. Items with prices and add-to-cart controls are on the page, so an agent can build an order.
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
Missing: address, telephone, 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) but without address, phone or hours
- 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
15 of 514 in San Francisco cafes and bars
Top 3% of the sites scanned in this index. Just above: Arcana A, Excelsior Coffee A. Just below: Nirvana Soul A, Sightglass Coffee A.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | yes |
| Publish the menu or price list as HTML | 79% | 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.
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Farley's coffee_shop | 104 m | C | yes |
| Sohn coffee_shop | 996 m | C | no |
| CoffeeShop coffee_shop | 1.3 km | C | yes |
| Dynamo Donut & Coffee coffee_shop, donut | 1.4 km | F | no |
| Telescope Coffee coffee_shop, pastry | 1.5 km | F | no |
| Tazza D’ Amore coffee_shop, pizza | 1.6 km | F | no |
| Stable Cafe coffee_shop | 1.6 km | B | yes |
| Coffee Wafflee coffee_shop | 1.7 km | C | no |
| Hedge Coffee coffee_shop | 1.7 km | D | no |
| Robin's Cafe coffee_shop, juice | 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 | 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/lemarchecezanne.com"><img src="https://directindex.org/badge/lemarchecezanne.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.