# Crispin at Studio Voltaire: Agent-Direct Score A (87.7%)

Site: https://www.crispinlondon.com/studio-voltaire
Report: https://directindex.org/r/crispinlondon.com
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Crispin at Studio Voltaire is ready for agents.
An AI assistant can open Crispin at Studio Voltaire's website. What Crispin at Studio Voltaire offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through OpenTable.

## Direct links
- Book directly: https://www.opentable.co.uk/widget/reservation/loader?rid=350952&type=standard&theme=standard&color=5&dark=false&iframe=true&domain=couk&lang=en-GB&newtab=false&ot_source=Restaurant%20website&cfe=true (through opentable acting for the business)
- Menu: https://cdn.prod.website-files.com/63d8ef4797d72ff24f7ad2a7/6ad0da981d7f94e46c521bf1_SV%20ALC%20Oct26.pdf
- Phone: 020 8050 0372
- Address: 1a Nelsons Row, SW4 7JR, London

## Nearby, also direct
Places near Crispin at Studio Voltaire that take a booking or an order on their own website, with no marketplace in between.
- The Pepper Tree (90 m): https://directindex.org/r/thepeppertree.co.uk
- Minnow (130 m): https://directindex.org/r/minnowclapham.co.uk
- Red Vine Restaurant & Cocktail Lounge & Late Bar 🍸✨ (150 m): https://directindex.org/r/redvinerestaurant.com
- Bird and Tie (160 m): https://directindex.org/r/birdandtie.com
- Eco Restaurant (240 m): https://directindex.org/r/ecorestaurants.com

## What to fix first
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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
- **The phone number on the site doesn't match the open map data.** The site shows +44-20-8050-0123, but OpenStreetMap or Overture Maps lists 020 8050 0372. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## Fix kit: What to paste

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

```
# Crispin at Studio Voltaire

> restaurant in 1a Nelsons Row, SW4 7JR, London, London. Phone 020 8050 0372.

## Book or order directly

- Book: https://www.opentable.co.uk/widget/reservation/loader?rid=350952&type=standard&theme=standard&color=5&dark=false&iframe=true&domain=couk&lang=en-GB&newtab=false&ot_source=Restaurant%20website&cfe=true (through opentable acting for the business)
- Menu: https://cdn.prod.website-files.com/63d8ef4797d72ff24f7ad2a7/6ad0da981d7f94e46c521bf1_SV%20ALC%20Oct26.pdf

## About

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

## 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
- **Booking through opentable on your own domain.** There's no marketplace commission, and the customer stays yours.
- **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
837 of 8985 in London. Top 9% 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 | 87% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 64% | yes |
| Have an llms.txt | 37% | no |

Nearest places in the index: Bagels and Waffles (F, 58 m, https://directindex.org/r/bagels-waffles.co.uk); Naked Rabbit (F, 60 m, https://directindex.org/r/nakedrabbit.co.uk); The Pepper Tree (B, 85 m, https://directindex.org/r/thepeppertree.co.uk); The Dairy (F, 102 m, https://directindex.org/r/the-dairy.co.uk); Minnow (A, 134 m, https://directindex.org/r/minnowclapham.co.uk); Joe Public (D, 146 m, https://directindex.org/r/joepublicpizza.com); Red Vine Restaurant & Cocktail Lounge & Late Bar 🍸✨ (B, 149 m, https://directindex.org/r/redvinerestaurant.com); Bird and Tie (C, 163 m, https://directindex.org/r/birdandtie.com); Wingstop (F, 228 m, https://directindex.org/r/wingstop.co.uk); Eco Restaurant (A, 239 m, https://directindex.org/r/ecorestaurants.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.

The assistants were asked 13 everyday questions about London and named 66 places. Crispin at Studio Voltaire wasn't one of them. See who was named: https://directindex.org/city/london/recommended


Compared with its peers: Sites built with Webflow 56% (22% A or B, 9629 sites); Sites using OpenTable 69% (51% A or B, 6523 sites); This site 87.7%.

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

## Businesses like Crispin at Studio Voltaire in London

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London | 8985 | 54% | 36% | 87.7% |
| Sites built with Webflow in London | 130 | 63% | 41% | 87.7% |
| Sites using OpenTable in London | 434 | 69% | 52% | 87.7% |
| Sites built with Webflow and using OpenTable in London | 15 | 73% | 67% | 87.7% |

The best of the sites built with Webflow and using OpenTable in London: The Greyhound Kew (A 100%, https://directindex.org/r/thegreyhoundkew.co.uk); Bistro Freddie (A 87.7%, https://directindex.org/r/bistrofreddie.com); Mina's (B 81.5%, https://directindex.org/r/minaslondon.co.uk); Maison BAB (B 75.4%, https://directindex.org/r/eatlebab.com); Cinder (B 73.8%, https://directindex.org/r/cinderrestaurant.co.uk).

With the fix above (Menu or price list is a PDF), the score would be about 92.3%. That would be 432nd of 8,985 in London, up from 837th.

## The direct record
What agents get for Crispin at Studio Voltaire, as JSON: https://directindex.org/api/direct/crispinlondon.com
- Book: https://www.opentable.co.uk/widget/reservation/loader?rid=350952&type=standard&theme=standard&color=5&dark=false&iframe=true&domain=couk&lang=en-GB&newtab=false&ot_source=Restaurant%20website&cfe=true (vendor on own site: OpenTable; found by the scan of 2026-10-21, not yet tested)
- Order: none on record
- Menu: https://cdn.prod.website-files.com/63d8ef4797d72ff24f7ad2a7/6ad0da981d7f94e46c521bf1_SV%20ALC%20Oct26.pdf (pdf; from the scan)
- Hours: none on record
- Phone: 020 8050 0372
- Stable links that count: https://directindex.org/go/crispinlondon.com/book, https://directindex.org/go/crispinlondon.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
- Vendor terms for agents, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 10 | 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/crispinlondon.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: 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/crispinlondon.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/crispinlondon.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=crispinlondon.com&force=1