# Bühler & Co.: Agent-Direct Score C (67.7%)

Site: http://www.buhlerandco.com/
Report: https://directindex.org/r/buhlerandco.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Bühler & Co. is partly visible to agents.
An AI assistant can open the website of Bühler & Co.. It can read what Bühler & Co. offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: http://www.buhlerandco.com/#drinks-section (on the business's own site)
- Menu: http://www.buhlerandco.com/#menu-section

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it.
- **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

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Bühler & Co.",
  "url": "http://www.buhlerandco.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Chingford Road 8",
    "postalCode": "E17 4PJ",
    "addressLocality": "London",
    "addressCountry": "GB"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.5905705,
    "longitude": -0.0172228
  },
  "openingHours": "Mo-Su 09:00-15:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "09:00",
      "closes": "15:30"
    }
  ],
  "acceptsReservations": "http://www.buhlerandco.com/#drinks-section",
  "hasMenu": "http://www.buhlerandco.com/#menu-section",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://www.buhlerandco.com/#drinks-section",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Bühler & Co.

> cafe or coffee shop in Chingford Road 8 E17 4PJ London, London cafes and bars.

## Book or order directly

- Book: http://www.buhlerandco.com/#drinks-section (on the business's own site)
- Menu: http://www.buhlerandco.com/#menu-section

## Opening hours

Mo-Su 09:00-15:30

## About

- Website: http://www.buhlerandco.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.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
898 of 2270 in London cafes and bars. Top 40% 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% | yes |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes |
| Structured data with address, phone and hours | 68% | no |
| Have an llms.txt | 11% | no |

Nearest places in the index: Ye Olde Rose and Crown (F, 382 m, https://directindex.org/r/yeolderoseandcrowntheatrepub.co.uk); Today Bread (F, 611 m, https://directindex.org/r/todaybread.com); The Dog & Duck (B, 816 m, https://directindex.org/r/dogandduck-e17.co.uk); Queens Arms (F, 937 m, https://directindex.org/r/queensarms-e17.co.uk); Chaiiwala (B, 945 m, https://directindex.org/r/chaiiwala.co.uk); The Village Public House (B, 956 m, https://directindex.org/r/village-walthamstow.com); Trap Taproom (B, 961 m, https://directindex.org/r/realal.co); Mother's Ruin Gin Factory (C, 976 m, https://directindex.org/r/mothersruin.net); Dudley's (B, 1014 m, https://directindex.org/r/dudleyscoffee.com); The Old Station Yard Cafe (C, 1111 m, https://directindex.org/r/oldstationyardcafe.co.uk).

## 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.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); This site 67.7%.

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

Read by AI agents 7 times this month.

## Businesses like Bühler & Co. 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% | 67.7% |
| Sites built with Squarespace in London cafes and bars | 325 | 69% | 53% | 67.7% |

The best of the sites built with Squarespace in London cafes and bars: Humble Grape (A 100%, https://directindex.org/r/humblegrape.co.uk); Nightjar (A 100%, https://directindex.org/r/barnightjar.com); Balls (A 93.8%, https://directindex.org/r/shoreditchballs.com); Brags & Brams (A 93.8%, https://directindex.org/r/bragsandbrams.com); Coach and Horses (A 93.8%, https://directindex.org/r/thecoachandhorses.info).

With the two fixes above (No structured data for the business; No working HTTPS) the score would be about 95.4%: 16th of 2,270 in London cafes and bars, up from 898th.

## The direct record
What agents get for Bühler & Co., as JSON: https://directindex.org/api/direct/buhlerandco.com
- Book: http://www.buhlerandco.com/#drinks-section (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: http://www.buhlerandco.com/#menu-section (html_page; from the scan)
- Hours: Mo-Su 09:00-15:30 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/buhlerandco.com/book, https://directindex.org/go/buhlerandco.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 22 | 25 |
| Readable | 7 | 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/buhlerandco.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: no

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