# Glen Park Cafe: Agent-Direct Score B (81.5%)

Site: https://glenparkcafe.com/
Report: https://directindex.org/r/glenparkcafe.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.)
Glen Park Cafe is mostly ready for agents.

## Direct links
- Menu: https://glenparkcafe.com/food-menu
- Phone: +1 415-294-1710

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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

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

```
# Glen Park Cafe

> cafe or coffee shop in Diamond Street 2798, San Francisco cafes and bars. Phone +1 415-294-1710.

## Book or order directly

- Menu: https://glenparkcafe.com/food-menu

## About

- Website: https://glenparkcafe.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.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
44 of 478 in San Francisco cafes and bars. Top 9% 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 | 98% | no |
| Publish the menu or price list as HTML | 83% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 23% | yes |
| Have an llms.txt | 17% | no |

Nearest places in the index: Bello Coffee & Tea (F, 86 m, https://directindex.org/r/bello.coffee); St. Mary's Pub (C, 836 m, https://directindex.org/r/stmaryspub.com); Excelsior Coffee (A, 921 m, https://directindex.org/r/xlcrsf.com); Mr. T Cafe (B, 1266 m, https://directindex.org/r/mrtcafesf.com); Tea Rex (F, 1274 m, https://directindex.org/r/tearexsf.com); Holy Water (C, 1475 m, https://directindex.org/r/holywatersf.com); Rock Bar (D, 1486 m, https://directindex.org/r/rockbarsf.com); Noe Cafe (B, 1602 m, https://directindex.org/r/noecafe.com); The Knockout (B, 1702 m, https://directindex.org/r/theknockoutsf.com); Fat Cat x The Mantis (C, 1712 m, https://directindex.org/r/fatcatsf.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.

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

## Businesses like Glen Park Cafe in San Francisco cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco cafes and bars | 478 | 46% | 26% | 81.5% |

The best of Same kind in San Francisco cafes and bars: Left Door (A 100%, https://directindex.org/r/leftdoor.com); Bluestone Lane (A 96.3%, https://directindex.org/r/bluestonelane.com); Boudin (A 96.3%, https://directindex.org/r/boudinbakery.com); Elixir (A 95.4%, https://directindex.org/r/elixirsf.com); Hi-Lo Club (A 93.8%, https://directindex.org/r/hilosf.com).

With the fix above (Ordering through an unrecognised third party) the score would be about 95.4%: 4th of 478 in San Francisco cafes and bars, up from 44th.

## The direct record
What agents get for Glen Park Cafe, as JSON: https://directindex.org/api/direct/glenparkcafe.com
- Book: none on record
- Order: none on record
- Menu: https://glenparkcafe.com/food-menu (html_page; from the scan)
- Hours: none on record
- Phone: +1 415-294-1710
- Stable links that count: https://directindex.org/go/glenparkcafe.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 | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 6 | 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/glenparkcafe.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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

Deep report: https://directindex.org/r/glenparkcafe.com/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=glenparkcafe.com&force=1