# Chef Lam’s Sichuan Cuisine | 兰堂川菜: Agent-Direct Score B (76.9%)

Site: http://cheflams.com/
Report: https://directindex.org/r/cheflams.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Chef Lam’s Sichuan Cuisine | 兰堂川菜 is mostly ready for agents.
An AI assistant can open Chef Lam’s Sichuan Cuisine | 兰堂川菜's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through inline.

## Direct links
- Book directly: https://inline.app/booking/-OUh5WFbBJ7-BZBfwy_0:inline-live-3/-OUh5WNMviGP9FntgBj6 (through inline acting for the business)
- Phone: +6589688969
- Address: 5 Wallich St, #01 - 13, 078883, Singapore
- Languages: English, Chinese

## Nearby, also direct
Places near Chef Lam’s Sichuan Cuisine | 兰堂川菜 that take a booking or an order on their own website, with no marketplace in between.
- Guo Fu Hotpot (120 m): https://directindex.org/r/guofu.sg
- Mott 32 Singapore (540 m): https://directindex.org/r/mott32.com
- The Flame 红火 (540 m): https://directindex.org/r/theflame.sg

## What to fix first
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Ordering through an unrecognised third party.** (+5 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes 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.

```
# Chef Lam’s Sichuan Cuisine | 兰堂川菜

> restaurant (chinese) in 5 Wallich St, #01 - 13, 078883, Singapore, Singapore. Phone +6589688969.

## Book or order directly

- Book: https://inline.app/booking/-OUh5WFbBJ7-BZBfwy_0:inline-live-3/-OUh5WNMviGP9FntgBj6 (through inline acting for the business)

## About

- Website: http://cheflams.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Booking through inline on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
522 of 2556 in Singapore. Top 20% 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 | 97% | yes |
| Publish the menu or price list as HTML | 89% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 54% | yes |
| Have an llms.txt | 49% | no |

Nearest places with a similar menu: Guo Fu Hotpot (B, 115 m, https://directindex.org/r/guofu.sg); Xi Le Hotpot (F, 128 m, https://directindex.org/r/sandypos.com); Silk Road (F, 345 m, https://directindex.org/r/silkroadrestaurants.com); Peony Jade (D, 351 m, https://directindex.org/r/peonyjade.com); MYO restobar (C, 356 m, https://directindex.org/r/myo.sg); Ocean Curry Fish Head (F, 379 m, https://directindex.org/r/oceancurryfishhead.com.sg); 同心居 Special Shanghai Tim-Sum (F, 453 m, https://directindex.org/r/tongxinju.com.sg); Jing Hua Xiao Chi (D, 498 m, https://directindex.org/r/jinghua.sg); Mott 32 Singapore (B, 540 m, https://directindex.org/r/mott32.com); The Flame 红火 (A, 544 m, https://directindex.org/r/theflame.sg).

## 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.

The assistants were asked 22 everyday questions about Singapore and named 160 places. Chef Lam’s Sichuan Cuisine | 兰堂川菜 wasn't one of them. See who was named: https://directindex.org/city/singapore/recommended


Compared with its peers: Sites using inline 65% (30% A or B, 121 sites); This site 76.9%.

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

## Businesses like Chef Lam’s Sichuan Cuisine | 兰堂川菜 in Singapore

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Singapore | 2556 | 54% | 34% | 76.9% |
| Sites using inline in Singapore | 88 | 73% | 59% | 76.9% |

The best of the sites using inline in Singapore: Alijiang (A 100%, https://directindex.org/r/alijiang.com.sg); Braseiro (A 95.4%, https://directindex.org/r/brasero.sg); Little Habibi (A 95.4%, https://directindex.org/r/habibi-san.com); ASAP and Co (A 92.3%, https://directindex.org/r/asapnco.sg); Miraku (A 92.3%, https://directindex.org/r/miraku.com.sg).

With the two fixes above (No menu or price list found; Ordering through an unrecognised third party), the score would be about 95.4%. That would be 46th of 2,556 in Singapore, up from 522nd.

## The direct record
What agents get for Chef Lam’s Sichuan Cuisine | 兰堂川菜, as JSON: https://directindex.org/api/direct/cheflams.com
- Book: https://inline.app/booking/-OUh5WFbBJ7-BZBfwy_0:inline-live-3/-OUh5WNMviGP9FntgBj6 (vendor on own site: inline; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +6589688969
- Stable links that count: https://directindex.org/go/cheflams.com/book

## 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
- Vendor terms for agents, inline: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 10 | 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/cheflams.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/cheflams.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/cheflams.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=cheflams.com&force=1