# Le Subtil Lebourgneuf: Agent-Direct Score A (100%)

Site: https://www.lesubtil.com/
Report: https://directindex.org/r/lesubtil.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Le Subtil Lebourgneuf is ready for agents.
An AI assistant can open Le Subtil Lebourgneuf's website. It can read what Le Subtil Lebourgneuf offers. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://www.lesubtil.com/commande-en-ligne#/ (on the business's own site)
- Menu: https://www.lesubtil.com/menu-complet
- Phone: +1-418-266-9999
- Address: Boulevard Lebourgneuf 1120 Québec
- Hours, from OpenStreetMap: Mon–Sun 08:00–20:00
- Its menu mentions: vegan options, vegetarian dishes
- Prices: 8 prices on the site, the middle one CA$17.36
- Languages: English, French

## Nearby, also direct
Places near Le Subtil Lebourgneuf that take a booking or an order on their own website, with no marketplace in between.
- La Cage (1.5 km): https://directindex.org/r/cage.ca
- Aire de restauration Costco (1.7 km): https://directindex.org/r/costco.ca
- Restaurant Normandin (2.9 km): https://directindex.org/r/restaurantnormandin.com
- Valentine (2.9 km): https://directindex.org/r/valentine.ca
- Shaker Cuisine & Mixologie Charlesbourg (3.4 km): https://directindex.org/r/shakercuisineetmixologie.com

## What to fix first
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **8 prices on the landing page, the middle one CA$17.36.** 

## Fix kit: What to paste

llms.txt. Save as /llms.txt at the root of the site.

```
# Le Subtil Lebourgneuf

> restaurant (sandwich, coffee shop, pizza, breakfast, cake) in Boulevard Lebourgneuf 1120 Québec, Quebec City. Phone +1-418-266-9999.

## Book or order directly

- Order: https://www.lesubtil.com/commande-en-ligne#/ (on the business's own site)
- Menu: https://www.lesubtil.com/menu-complet

## Opening hours

Mo-Su 08:00-20:00

## About

- Website: https://www.lesubtil.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
2 of 154 in Quebec City. Top 1% 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 | 100% | yes |
| Publish the menu or price list as HTML | 100% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 44% | yes |
| Have an llms.txt | 38% | no |

Nearest places in the index: Espace Artevino (D, 858 m, https://directindex.org/r/espaceartevino.com); Ashton (D, 1133 m, https://directindex.org/r/ashtonrestaurants.ca); La Cage (B, 1455 m, https://directindex.org/r/cage.ca); Aire de restauration Costco (C, 1683 m, https://directindex.org/r/costco.ca); Restaurant Normandin (B, 2865 m, https://directindex.org/r/restaurantnormandin.com); Valentine (B, 2865 m, https://directindex.org/r/valentine.ca); Shaker Cuisine & Mixologie Charlesbourg (D, 3390 m, https://directindex.org/r/shakercuisineetmixologie.com); Poulet Rouge (C, 3473 m, https://directindex.org/r/poulet-rouge.ca); Randolph Pub Ludique Québec (B, 3611 m, https://directindex.org/r/randolph.ca); Chapeau les Bois! - Mycobrasserie / Traiteur & Brasseur (F, 4432 m, https://directindex.org/r/chapeaulesbois.com).

## 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.

Recommended when people ask: "Something healthy like bowls or salads delivered to my office at lunch." (ChatGPT)


Compared with its peers: Sites built with Webflow 56% (22% A or B, 9011 sites); This site 100%.

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

## Named by ChatGPT for "Something healthy like bowls or salads delivered to my office at lunch" in Quebec City, October 2026
- "Something healthy like bowls or salads delivered to my office at lunch." (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/quebec-city/recommended/healthy-bowl
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/lesubtil.com.svg

## Businesses like Le Subtil Lebourgneuf in Quebec City

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Quebec City | 154 | 64% | 44% | 100% |
| Sites built with Webflow in Quebec City | 2 | 80% | 50% | 100% |

The best of the businesses of the same kind in Quebec City: Le Bureau de poste (A 100%, https://directindex.org/r/warehousegroup.ca); Poutineville (A 100%, https://directindex.org/r/poutineville.com); Jack Le Coq (A 95.4%, https://directindex.org/r/jacklecoq.com); Quai 1635 (A 95.4%, https://directindex.org/r/quai1635.com); Restaurant Wong (A 95.4%, https://directindex.org/r/restaurantwong.com).

## The direct record
What agents get for Le Subtil Lebourgneuf, as JSON: https://directindex.org/api/direct/lesubtil.com
- Book: none on record
- Order: https://www.lesubtil.com/commande-en-ligne#/ (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: https://www.lesubtil.com/menu-complet (html_page; from the scan)
- Hours: Mo-Su 08:00-20:00 (open now) (from OpenStreetMap)
- Phone: +1-418-266-9999
- Stable links that count: https://directindex.org/go/lesubtil.com/order, https://directindex.org/go/lesubtil.com/menu

## 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): no
- 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

Found one hop past the home page: contact page /a-propos: phone.

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

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/lesubtil.com
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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/lesubtil.com/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/lesubtil.com/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=lesubtil.com&force=1