# Le Péché Mignon: Agent-Direct Score D (54.6%)

Site: http://lepechemignon.co.uk/
Report: https://directindex.org/r/lepechemignon.co.uk
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Le Péché Mignon is hard for agents to use.
Some AI assistants are turned away by the website of Le Péché Mignon. It finds no menu or price list, so it answers from other sites. It finds no link to book or order online.

## Direct links
- Phone: 020 7607 1826

## What to fix first
- **No booking or ordering link on the website.** (+15 points) Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **robots.txt blocks GPTBot, ClaudeBot.** (+2.5 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

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

```
# Le Péché Mignon

> cafe or coffee shop (coffee shop, french) in Ronalds Road 6 N5 1XH London, London cafes and bars. Phone 020 7607 1826.

## About

- Website: http://lepechemignon.co.uk/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (LocalBusiness).** address, phone, opening hours

## Since the scan of 2026-10-14 (D then)
- Fixed: nothing
- New: nothing

## Where it stands
1268 of 2270 in London cafes and bars. Top 56% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | no |
| Structured data with address, phone and hours | 68% | yes |
| Have an llms.txt | 11% | no |

Nearest places with a similar menu: Soto Coffee (F, 1139 m, https://directindex.org/r/sotocoffee.co.uk); Mayvn Cafe (C, 1995 m, https://directindex.org/r/mayvn.co.uk); Batch Baby (C, 2197 m, https://directindex.org/r/batchbaby.co.uk); Finsbury Park Cafe (C, 2243 m, https://directindex.org/r/finsburyparkcafe.co.uk); The Good Mews (D, 2271 m, https://directindex.org/r/thegoodmews.co.uk); Quills (D, 2310 m, https://directindex.org/r/quillsbrunchbar.co.uk); Dead Good (F, 2318 m, https://directindex.org/r/deadgoodcoffee.co.uk); hōm (F, 2356 m, https://directindex.org/r/xn--hmdalston-vxb.com); Dalston Eastern Curve Garden (F, 2360 m, https://directindex.org/r/dalstongarden.org); Hermanos Colombian Coffee Roasters (C, 2400 m, https://directindex.org/r/hermanoscoffeeroasters.com).

## What assistants answer
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.

Score over 2 scans since 2026-10-14: 2026-10-14 55%, 2026-10-15 55%.

See what an AI agent reads on this site: https://directindex.org/r/lepechemignon.co.uk/agent-view

## Businesses like Le Péché Mignon in London cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London cafes and bars | 2270 | 52% | 37% | 54.6% |

The best of the businesses of the same kind in London cafes and bars: And Then (A 100%, https://directindex.org/r/andthentooting.com); Bar Américain (A 100%, https://directindex.org/r/brasseriezedel.com); Bar Soho (A 100%, https://directindex.org/r/barsoho.co.uk); Conuco (A 100%, https://directindex.org/r/conuco.co.uk); George's Cafe Brockley (A 100%, https://directindex.org/r/georgescafebrockley.uk).

With the three fixes above (No booking or ordering link on the website; No menu or price list found; robots.txt blocks GPTBot, ClaudeBot) the score would be about 92.3%: 153rd of 2,270 in London cafes and bars, up from 1268th.

## The direct record
What agents get for Le Péché Mignon, as JSON: https://directindex.org/api/direct/lepechemignon.co.uk
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 020 7607 1826

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 20.5 | 25 |
| Readable | 15 | 25 |
| Actionable | 0 | 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/lepechemignon.co.uk
- 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: 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/lepechemignon.co.uk/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/lepechemignon.co.uk/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=lepechemignon.co.uk&force=1