Mille-Feuille Bakery Cafe
millefeuille-nyc.com is ready for agents.
Order directly: www.millefeuille-nyc.com/order on the business's own site · Menu: www.millefeuille-nyc.com/order
See what an AI agent reads on this site →
69 of 80 points available
agent-readiness level, Basic Web Presence
things to fix
Action test, 2026-10-14: partial, a path exists but an agent would struggle. There is a button or a form, but no complete booking or ordering flow an agent can finish on this page.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
Nothing to fix
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 (Bakery) address, phone, opening 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: unknown · Front: cloudflare
100 of 1,625 in New York cafes and bars
Top 6% of the sites scanned in this index. Just above: Da Adriano A, Highwater Rooftop A. Just below: Qahwah Valley A, Rosie Dunn's A.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | yes |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 23% | yes |
| Have an llms.txt | 10% | yes |
The top tenth is the 164 best-scoring reachable sites of the index at the last refresh.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| New York Comedy Club | 108 m | B | yes |
| The Owl's Tail | 155 m | B | no |
| Brunch | 156 m | D | no |
| West Side Comedy Club | 185 m | F | no |
| Mochi Dolci & 222 Speakeasy dessert | 190 m | B | yes |
| Sote Coffee Roasters | 208 m | D | no |
| Dublin House | 224 m | D | no |
| Sandwell | 294 m | A | yes |
| Zabar's Cafe | 296 m | B | yes |
| Black Lab Cafe coffee_shop | 330 m | F | no |
Businesses like Mille-Feuille Bakery Cafe in New York cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1,625 | 45% | 28% | 86.3% |
The best of Same kind in New York cafes and bars
Analogue A 100% · Sandwell A 100% · Nurse Bettie A 96.3% · Someday A 96.3% · The Broken Shaker A 96.3%
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
What agents get for Mille-Feuille Bakery Cafe
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/millefeuille-nyc.com, through the MCP tool direct_record and in the city feed /city/new-york-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | www.millefeuille-nyc.com/order own site | could not verify: partial (2026-10-14) |
| Menu | www.millefeuille-nyc.com/order html_page | from the scan |
| Hours | none on record | |
| Phone | +1-212-533-4698 |
Stable links that count: /go/millefeuille-nyc.com/order, /go/millefeuille-nyc.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | not measured |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | not measured |
| MCP server card /.well-known/mcp/server-card.json | no |
| Ordering vendor that takes agent orders Square, Toast, or a vendor whose terms allow agents | not measured |
Not measured at this scan; the next scan measures it.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
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 | 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 | 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/millefeuille-nyc.com"><img src="https://directindex.org/badge/millefeuille-nyc.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.