# Osmanthus Dim Sum Lounge: Agent-Direct Score B (78.5%)

Site: https://www.osmanthusdimsum.com/
Report: https://directindex.org/r/osmanthusdimsum.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.)
Osmanthus Dim Sum Lounge is mostly ready for agents.

## Direct links
- Phone: +1 415 872 9648

## What to fix first
- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **Menu or price list lives on another site.** (+5 points) The link points to bestfoodtodayus.com, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai
- **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.

```
# Osmanthus Dim Sum Lounge

> restaurant (chinese, dim sum) in Broadway 504 94133 San Francisco, San Francisco. Phone +1 415 872 9648.

## Book or order directly

- Menu: https://www.bestfoodtodayus.com/ordering/restaurant/menu?restaurant_uid=6922497f-86eb-4b75-94fe-f1d8bc3d059a

## Opening hours

Mo-Su 10:30-20:00

## About

- Website: https://www.osmanthusdimsum.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

## Where it stands
272 of 1106 in San Francisco. Top 25% 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 | 95% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 47% | yes |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: Yee's Restaurant (F, 148 m, https://directindex.org/r/yeesrestaurant.com); House of Nanking (A, 181 m, https://directindex.org/r/houseofnankingsf.com); China Live (B, 193 m, https://directindex.org/r/chinalivesf.com); Great Eastern Restaurant (C, 233 m, https://directindex.org/r/greateasternsf.com); Z & Y Restaurant (A, 236 m, https://directindex.org/r/zandyrestaurant.com); Hotpot Champ (C, 299 m, https://directindex.org/r/hotpotchamp.com); Hunan House (F, 349 m, https://directindex.org/r/hunanhouse-sf.com); Empress of China (D, 367 m, https://directindex.org/r/theempresssf.com); Kam Po Kitchen (F, 423 m, https://directindex.org/r/otto88.top); Spicy & Cloud Restaurant (C, 452 m, https://directindex.org/r/spicycloudrestaurant.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/osmanthusdimsum.com/agent-view

## Businesses like Osmanthus Dim Sum Lounge in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco | 1106 | 50% | 40% | 78.5% |

The best of Same kind in San Francisco: ABSteak (A 100%, https://directindex.org/r/absteaksf.com); La Méditerranée (A 100%, https://directindex.org/r/lamednoe.com); Lapisara (A 100%, https://directindex.org/r/lapisaraeatery.com); Piatti (A 100%, https://directindex.org/r/piatti.com); The Pawn Shop (A 100%, https://directindex.org/r/thepawnshopsf.com).

With the three fixes above (Booking through an unrecognised third party; Ordering through an unrecognised third party; Menu or price list lives on another site) the score would be about 100%: first of 1,106 in San Francisco.

## The direct record
What agents get for Osmanthus Dim Sum Lounge, as JSON: https://directindex.org/api/direct/osmanthusdimsum.com
- Book: none on record
- Order: none on record
- Menu: https://www.bestfoodtodayus.com/ordering/restaurant/menu?restaurant_uid=6922497f-86eb-4b75-94fe-f1d8bc3d059a (external; from the scan)
- Hours: Mo-Su 10:30-20:00 (closed now) (from OpenStreetMap)
- Phone: +1 415 872 9648
- Stable links that count: https://directindex.org/go/osmanthusdimsum.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 | 20 | 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/osmanthusdimsum.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/osmanthusdimsum.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/osmanthusdimsum.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=osmanthusdimsum.com&force=1