# Millé & B Patisserie: Agent-Direct Score B (84.6%)

Site: http://www.milleandb.com.au
Report: https://directindex.org/r/milleandb.com.au
Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Millé & B Patisserie is mostly ready for agents.
An AI assistant can open Millé & B Patisserie's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://www.milleandb.com.au/order-online (on the business's own site)
- Phone: 0437 826 731

## What to fix first

- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
384 of 3067 in Melbourne cafes and bars. Top 13% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | yes |
| Publish the menu or price list as HTML | 91% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 28% | yes |
| Have an llms.txt | 25% | yes |

Nearest places in the index: Oxi Tea Room (B, 67 m, https://directindex.org/r/oxitea.com.au); Humble Rays Swanston (B, 68 m, https://directindex.org/r/humblerays.com.au); The Midday Workspace (F, 78 m, https://directindex.org/r/regaler.com.au); Queensberry Hotel (B, 153 m, https://directindex.org/r/queensberryhotel.com.au); NUTTEA Australia (B, 179 m, https://directindex.org/r/nuttea.com.au); Coffea Coffee (B, 225 m, https://directindex.org/r/coffeacoffee.com.au); Flovie Cafe (F, 226 m, https://directindex.org/r/flovie.com.au); CANTO Cafe (B, 258 m, https://directindex.org/r/cantocafe.com.au); Alcotraz Melbourne: Cell Block Five-Nine-Two (B, 262 m, https://directindex.org/r/alcotraz.com); Happy Lemon (F, 270 m, https://directindex.org/r/yummy-town.tw).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.


Compared with its peers: Sites built with Wix 49% (24% A or B, 10627 sites); This site 84.6%.

See what an AI agent reads on this site: https://directindex.org/r/milleandb.com.au/agent-view

## Businesses like Millé & B Patisserie in Melbourne cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Melbourne cafes and bars | 3067 | 54% | 31% | 84.6% |
| Sites built with Wix in Melbourne cafes and bars | 249 | 62% | 43% | 84.6% |

The best of the sites built with Wix in Melbourne cafes and bars: Haiku (A 100%, https://directindex.org/r/haikumelbourne.com); Sir Duke (A 100%, https://directindex.org/r/sirduke.com.au); Blue-tongue wine bar (A 95.4%, https://directindex.org/r/bluetongueelwood.com.au); Cheeky Chewies 2 (A 95.4%, https://directindex.org/r/cheeky-chewies.com); Corner & Bench (A 95.4%, https://directindex.org/r/cornerandbench.com).

With the fix above (No menu or price list found), the score would be about 95.4%. That would be 40th of 3,067 in Melbourne cafes and bars, up from 384th.

## The direct record
What agents get for Millé & B Patisserie, as JSON: https://directindex.org/api/direct/milleandb.com.au
- Book: none on record
- Order: https://www.milleandb.com.au/order-online (own site; found by the scan of 2026-10-18, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: 0437 826 731
- Stable links that count: https://directindex.org/go/milleandb.com.au/order

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): yes
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- 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): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/milleandb.com.au
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/milleandb.com.au/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/milleandb.com.au/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=milleandb.com.au&force=1