# The House on Sathorn: Agent-Direct Score D (40%)

Site: http://www.thehouseonsathorn.com/
Report: https://directindex.org/r/thehouseonsathorn.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.)
The House on Sathorn is hard for agents to use.
Some AI assistants are turned away by The House on Sathorn'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 SevenRooms.

## Direct links
- Book directly: https://www.sevenrooms.com/reservations/paiiatthehouseonsathornbkkwb/Paii-at-The-House-on-Sathorn-Widget?venues=paiiatthehouseonsathornbkkwb,thebaratthehouseonsathornbkkwb,thekitchentablebkkwb,woobarbkkwb (through sevenrooms acting for the business)
- Phone: 023444025

## Nearby, also direct
Places near The House on Sathorn that take a booking or an order on their own website, with no marketplace in between.
- Paii (20 m): https://directindex.org/r/paiibangkok.com
- Nikaku Bangkok (30 m): https://directindex.org/r/nikakubangkok.com
- KU DÉ TA (50 m): https://directindex.org/r/kudeta.com

## What to fix first
- **No structured data for the business.** (+14 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
- **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (challenge:access denied), ClaudeBot (challenge:access denied), PerplexityBot (challenge:access denied) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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
- **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

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": "Restaurant",
  "name": "The House on Sathorn",
  "url": "http://www.thehouseonsathorn.com/",
  "telephone": "023444025",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 13.7221812,
    "longitude": 100.5288899
  },
  "acceptsReservations": "https://www.sevenrooms.com/reservations/paiiatthehouseonsathornbkkwb/Paii-at-The-House-on-Sathorn-Widget?venues=paiiatthehouseonsathornbkkwb,thebaratthehouseonsathornbkkwb,thekitchentablebkkwb,woobarbkkwb",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.sevenrooms.com/reservations/paiiatthehouseonsathornbkkwb/Paii-at-The-House-on-Sathorn-Widget?venues=paiiatthehouseonsathornbkkwb,thebaratthehouseonsathornbkkwb,thekitchentablebkkwb,woobarbkkwb",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# The House on Sathorn

> restaurant in Bangkok. Phone 023444025.

## Book or order directly

- Book: https://www.sevenrooms.com/reservations/paiiatthehouseonsathornbkkwb/Paii-at-The-House-on-Sathorn-Widget?venues=paiiatthehouseonsathornbkkwb,thebaratthehouseonsathornbkkwb,thekitchentablebkkwb,woobarbkkwb (through sevenrooms acting for the business)

## About

- Website: http://www.thehouseonsathorn.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.
- **Booking through sevenrooms on your own domain.** There's no marketplace commission, and the customer stays yours.
- **SevenRooms works with agents through its partners.** SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Terms read on 2026-10-15: https://sevenrooms.com/terms-of-service/. 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
1158 of 2044 in Bangkok. Top 57% 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 | 87% | yes |
| Publish the menu or price list as HTML | 85% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 89% | no |
| Structured data with address, phone and hours | 39% | no |
| Have an llms.txt | 50% | no |

Nearest places in the index: Paii (C, 16 m, https://directindex.org/r/paiibangkok.com); Nikaku Bangkok (C, 34 m, https://directindex.org/r/nikakubangkok.com); Urbani Truffle Bar & Restaurant (B, 50 m, https://directindex.org/r/trufflebar.com); KU DÉ TA (B, 50 m, https://directindex.org/r/kudeta.com); Good Roots Sathorn (F, 51 m, https://directindex.org/r/rootsbkk.com); 183 Sathorn (F, 122 m, https://directindex.org/r/rajanakarn.co.th); Not Just Another Cup (D, 133 m, https://directindex.org/r/notjustanothercup.com); Kouen Yakiniku & Sushi Bar (F, 162 m, https://directindex.org/r/kouensushibar.com); Getfresh (D, 162 m, https://directindex.org/r/getfresh.co.th); Beef&Shake (F, 167 m, https://directindex.org/r/beefandshake.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 12 everyday questions about Bangkok and named 65 places. The House on Sathorn wasn't one of them. See who was named: https://directindex.org/city/bangkok/recommended


Compared with its peers: Sites built with Webflow 56% (22% A or B, 9629 sites); Sites using SevenRooms 74% (64% A or B, 4812 sites); This site 40%.

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

## Businesses like The House on Sathorn in Bangkok

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Bangkok | 2044 | 46% | 20% | 40% |
| Sites built with Webflow in Bangkok | 33 | 60% | 30% | 40% |
| Sites using SevenRooms in Bangkok | 44 | 70% | 55% | 40% |
| Sites built with Webflow and using SevenRooms in Bangkok | 16 | 62% | 38% | 40% |

The best of the sites built with Webflow and using SevenRooms in Bangkok: Kisso Japanese Restaurant (B 76.9%, https://directindex.org/r/kissojapaneserestaurant.com); Kissuisen (B 76.9%, https://directindex.org/r/kissuisenbangkok.com); Rolling Ribs Brew Bar & BBQ (B 76.9%, https://directindex.org/r/rollingribsbangkok.com); Siam Yacht Club (B 76.9%, https://directindex.org/r/sycbangkok.com); The Siam Tea Room (B 76.9%, https://directindex.org/r/thesiamtearoom.com).

With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; No menu or price list found), the score would be about 87.7%. That would be 86th of 2,044 in Bangkok, up from 1158th.

## The direct record
What agents get for The House on Sathorn, as JSON: https://directindex.org/api/direct/thehouseonsathorn.com
- Book: https://www.sevenrooms.com/reservations/paiiatthehouseonsathornbkkwb/Paii-at-The-House-on-Sathorn-Widget?venues=paiiatthehouseonsathornbkkwb,thebaratthehouseonsathornbkkwb,thekitchentablebkkwb,woobarbkkwb (vendor on own site: SevenRooms; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 023444025
- Stable links that count: https://directindex.org/go/thehouseonsathorn.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, SevenRooms: Through partners. SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 15 | 25 |
| Readable | 1 | 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/thehouseonsathorn.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: no

Keep watching this business (https://directindex.org/r/thehouseonsathorn.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/thehouseonsathorn.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=thehouseonsathorn.com&force=1