# Sour Leaf Cafe: Agent-Direct Score D (49.2%)

Site: https://sourleafcafe.co.uk
Report: https://directindex.org/r/sourleafcafe.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.)
Sour Leaf Cafe is hard for agents to use.

## Direct links
- Menu: https://sourleafcafe.co.uk/menu

## 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 booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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": "Sour Leaf Cafe",
  "url": "https://sourleafcafe.co.uk",
  "email": "hello@sourleafcafe.co.uk",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Westmoreland Road 21a",
    "postalCode": "SE17 2AX",
    "addressLocality": "London"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4841881,
    "longitude": -0.0922214
  },
  "openingHours": "Tu-Su 08:00-16:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "08:00",
      "closes": "16:00"
    }
  ],
  "servesCuisine": [
    "brunch"
  ],
  "hasMenu": "https://sourleafcafe.co.uk/menu"
}
</script>
```

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

```
# Sour Leaf Cafe

> cafe or coffee shop (brunch) in Westmoreland Road 21a SE17 2AX London, London cafes and bars.

## Book or order directly

- Menu: https://sourleafcafe.co.uk/menu

## Opening hours

Tu-Su 08:00-16:00

## About

- Website: https://sourleafcafe.co.uk
- 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.

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

## Where it stands
1549 of 2491 in London cafes and bars. Top 62% 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% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes |
| Structured data with address, phone and hours | 67% | no |
| Have an llms.txt | 12% | no |

Nearest places in the index: Saint Louie (C, 275 m, https://directindex.org/r/thelouies.co.uk); The Tennis Café (D, 301 m, https://directindex.org/r/ourclubhouse.cafe); Stomping Grounds (D, 573 m, https://directindex.org/r/stompinggrounds.dance); The Electric Elephant Cafe & Gallery (B, 782 m, https://directindex.org/r/electricelephantcafe.co.uk); Jusu Brothers (A, 833 m, https://directindex.org/r/jusubrothers.com); Aobaba (F, 885 m, https://directindex.org/r/aobaba.com); Blackfinger Coffee Roasters (B, 1049 m, https://directindex.org/r/blackfingercoffee.co.uk); Little Louie (F, 1093 m, https://directindex.org/r/louielouie.london); The Pineapple (D, 1113 m, https://directindex.org/r/thepineapple.co.uk); The White Bear (B, 1135 m, https://directindex.org/r/whitebearkennington.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.

Score over 2 scans since 2026-10-14: 2026-10-14 49%, 2026-10-15 49%.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); This site 49.2%.

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

## Businesses like Sour Leaf Cafe in London cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in London cafes and bars | 2491 | 52% | 37% | 49.2% |
| Built with Squarespace in London cafes and bars | 327 | 69% | 53% | 49.2% |

The best of 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 booking or ordering path at all) the score would be about 95.4%: 20th of 2,491 in London cafes and bars, up from 1549th.

## The direct record
What agents get for Sour Leaf Cafe, as JSON: https://directindex.org/api/direct/sourleafcafe.co.uk
- Book: none on record
- Order: none on record
- Menu: https://sourleafcafe.co.uk/menu (html_page; from the scan)
- Hours: Tu-Su 08:00-16:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/sourleafcafe.co.uk/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

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

Deep report: https://directindex.org/r/sourleafcafe.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: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=sourleafcafe.co.uk&force=1