# Chestnut Coffee Roastery: Agent-Direct Score C (63.1%)

Site: http://www.chestnutbakery.com
Report: https://directindex.org/r/chestnutbakery.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.)
Chestnut Coffee Roastery is partly visible to agents.
An AI assistant can open Chestnut Coffee Roastery's website. What Chestnut Coffee Roastery offers is in a PDF or an image, and assistants read those badly. To book or order, it is sent to Deliveroo, a marketplace.

## Direct links
- Menu: https://cdn.shopify.com/s/files/1/0563/7314/9888/files/October_Website_Menu.pdf?v=1791475476
- Phone: +44 7351141151

## Nearby, also direct
Places near Chestnut Coffee Roastery that take a booking or an order on their own website, with no marketplace in between.
- Parigo (90 m): https://directindex.org/r/parigosf.com
- Bar Darling (110 m): https://directindex.org/r/bardarlingsf.com
- Twisted St. Café (190 m): https://directindex.org/r/twistedstcafe.com

## What to fix first
- **Ordering only through deliveroo.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Chestnut Coffee Roastery",
  "url": "http://www.chestnutbakery.com",
  "telephone": "+44 7351141151",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.8000007,
    "longitude": -122.4417527
  },
  "hasMenu": "https://cdn.shopify.com/s/files/1/0563/7314/9888/files/October_Website_Menu.pdf?v=1791475476"
}
</script>
```

## 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 (Organization).** no address, phone or hours in it

## Where it stands
339 of 1053 in San Francisco cafes and bars. Top 32% 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 | 98% | no |
| Publish the menu or price list as HTML | 83% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 32% | no |
| Have an llms.txt | 25% | yes |

Nearest places in the index: Howells (C, 53 m, https://directindex.org/r/howellssf.com); Parigo (B, 85 m, https://directindex.org/r/parigosf.com); Bar Darling (B, 109 m, https://directindex.org/r/bardarlingsf.com); Campus - San Francisco (F, 133 m, https://directindex.org/r/campussf.com); Twisted St. Café (A, 185 m, https://directindex.org/r/twistedstcafe.com); Frankie's (D, 188 m, https://directindex.org/r/frankies-sf.com); Monaghans Bar (F, 189 m, https://directindex.org/r/citysearch.com); California Wine Merchant (C, 310 m, https://directindex.org/r/californiawinemerchant.com); Nectar Wine Lounge (F, 361 m, https://directindex.org/r/nectarwinelounge.com); Usual (D, 364 m, https://directindex.org/r/usualwines.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.


Compared with its peers: Sites built with Shopify 47% (23% A or B, 13001 sites); Sites using Deliveroo 63% (38% A or B, 798 sites); This site 63.1%.

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

## Businesses like Chestnut Coffee Roastery in San Francisco cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco cafes and bars | 1053 | 48% | 24% | 63.1% |
| Sites built with Shopify in San Francisco cafes and bars | 76 | 45% | 16% | 63.1% |
| Sites using Deliveroo in San Francisco cafes and bars | 1 | 63% | 0% | 63.1% |
| Sites built with Shopify and using Deliveroo in San Francisco cafes and bars | 1 | 63% | 0% | 63.1% |

The best of the sites built with Shopify in San Francisco cafes and bars: Andytown Coffee Roasters (A 90%, https://directindex.org/r/andytownsf.com); Le Marché Cezanne (A 87.5%, https://directindex.org/r/lemarchecezanne.com); Peet's Coffee (A 87.5%, https://directindex.org/r/peets.com); Sightglass Coffee (A 87.5%, https://directindex.org/r/sightglasscoffee.com); Fellow (B 84.6%, https://directindex.org/r/fellowproducts.com).

With the three fixes above (Ordering only through deliveroo; Structured data is incomplete; Menu or price list is a PDF), the score would be about 95.4%. That would be 6th of 1,053 in San Francisco cafes and bars, up from 339th.

## The direct record
What agents get for Chestnut Coffee Roastery, as JSON: https://directindex.org/api/direct/chestnutbakery.com
- Book: none on record
- Order: none on record
- Menu: https://cdn.shopify.com/s/files/1/0563/7314/9888/files/October_Website_Menu.pdf?v=1791475476 (pdf; from the scan)
- Hours: none on record
- Phone: +44 7351141151
- Stable links that count: https://directindex.org/go/chestnutbakery.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): 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
- Vendor terms for agents, Deliveroo: Not stated. Deliveroo's terms of service (6 October 2026) and terms of use say nothing about bots or automated ordering; they bar access without authority and interference with the service; no agent programme was found. Read 2026-10-15: https://deliveroo.co.uk/legal

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 13 | 25 |
| Actionable | 3 | 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/chestnutbakery.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: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/chestnutbakery.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/chestnutbakery.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=chestnutbakery.com&force=1