# Chef Guo - 小国宴: Agent-Direct Score D (53.8%)

Site: http://chefguo.com
Report: https://directindex.org/r/chefguo.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Chef Guo - 小国宴 is hard for agents to use.
An AI assistant can open Chef Guo - 小国宴'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 Tock.

## Direct links
- Book directly: https://www.exploretock.com/chefguo?tock_source=tock&tock_medium=search_nav (through tock acting for the business)
- Phone: +12128669888
- Address: 135 E 50th St, 10022, New York

## Nearby, also direct
Places near Chef Guo - 小国宴 that take a booking or an order on their own website, with no marketplace in between.
- The Best Sichuan (510 m): https://directindex.org/r/mala747.com
- Land of Plenty (640 m): https://directindex.org/r/landofplenty58.com
- Mr Chow (670 m): https://directindex.org/r/mrchow.com
- Hutong New York (670 m): https://directindex.org/r/hutong-nyc.com

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Chef Guo - 小国宴",
  "url": "http://chefguo.com",
  "telephone": "+12128669888",
  "address": "135 E 50th St, 10022, New York",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.75636796760404,
    "longitude": -73.97168755531312
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.exploretock.com/chefguo?tock_source=tock&amp;tock_medium=search_nav",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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.
- **Booking through tock on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Tock works with agents through its partners.** Tock's terms (12 February 2026) prohibit robots, scripts, scrapers and automated systems except software expressly licensed by Tock; Google names Tock as an AI Mode booking partner. Terms read on 2026-10-15: https://www.exploretock.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
5728 of 11000 in New York. Top 52% 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 | 100% | yes |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 25% | yes |

Nearest places with a similar menu: Jukai (B, 329 m, https://directindex.org/r/jukainy.com); Shun Lee Palace (F, 393 m, https://directindex.org/r/shunleepalace.com); Joe's Home of Soup Dumplings (D, 480 m, https://directindex.org/r/joestower49.com); The Best Sichuan (D, 510 m, https://directindex.org/r/mala747.com); Burp Bowl Cafe (D, 511 m, https://directindex.org/r/burpbowlcafe-ny.com); Land of Plenty (B, 636 m, https://directindex.org/r/landofplenty58.com); Mr Chow (B, 668 m, https://directindex.org/r/mrchow.com); Hutong New York (A, 672 m, https://directindex.org/r/hutong-nyc.com); Wu Liang Ye (F, 714 m, https://directindex.org/r/wu-liang-ye.com); Mr. Sun (D, 742 m, https://directindex.org/r/mrsun48.com).

## 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 13 everyday questions about New York and named 69 places. Chef Guo - 小国宴 wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended


Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); Sites using Tock 73% (63% A or B, 782 sites); This site 53.8%.

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

## Businesses like Chef Guo - 小国宴 in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 11000 | 52% | 34% | 53.8% |
| Sites built with Wix in New York | 649 | 66% | 44% | 53.8% |
| Sites using Tock in New York | 36 | 72% | 58% | 53.8% |
| Sites built with Wix and using Tock in New York | 4 | 67% | 50% | 53.8% |

The best of the sites built with Wix and using Tock in New York: Selenas Restaurant (A 92.3%, https://directindex.org/r/selenasrestaurant.com); Thyme & Tonic (A 87.2%, https://directindex.org/r/thymeandtonic.com); DiWine Bar & Restaurant (F 33.8%, https://directindex.org/r/diwineonline.com).

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 87.7%. That would be 1187th of 11,000 in New York, up from 5728th.

## The direct record
What agents get for Chef Guo - 小国宴, as JSON: https://directindex.org/api/direct/chefguo.com
- Book: https://www.exploretock.com/chefguo?tock_source=tock&amp;tock_medium=search_nav (vendor on own site: Tock; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +12128669888
- Stable links that count: https://directindex.org/go/chefguo.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): yes
- 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, Tock: Through partners. Tock's terms (12 February 2026) prohibit robots, scripts, scrapers and automated systems except software expressly licensed by Tock; Google names Tock as an AI Mode booking partner. Read 2026-10-15: https://www.exploretock.com/terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 0 | 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/chefguo.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: yes
- 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/chefguo.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/chefguo.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=chefguo.com&force=1