# endota Thailand: Agent-Direct Score D (53.8%)

Site: https://www.endotathailand.com/
Report: https://directindex.org/r/endotathailand.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.)
endota Thailand is hard for agents to use.
An AI assistant can open endota Thailand'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 Zenoti.

## Direct links
- Book directly: https://endotathailand.zenoti.com/webstoreNew/services (through zenoti acting for the business)
- Address: เอนโดต้า สปา แบงค็อก, 973 ถนน เพลินจิต, 10330, กรุงเทพมหานคร

## Nearby, also direct
Places near endota Thailand that take a booking or an order on their own website, with no marketplace in between.
- SoCal (10 m): https://directindex.org/r/intercontinental.com
- 1823 Tea Lounge by Ronnefeldt (100 m): https://directindex.org/r/1823ronnefeldtbkk.com
- Le Café Louis Vuitton (110 m): https://directindex.org/r/louisvuitton.com
- illy Caffè - Erawan (120 m): https://directindex.org/r/illy.co.th

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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": "endota Thailand",
  "url": "https://www.endotathailand.com/",
  "address": "เอนโดต้า สปา แบงค็อก, 973 ถนน เพลินจิต, 10330, กรุงเทพมหานคร",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 13.745025840465,
    "longitude": 100.54151326418
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://endotathailand.zenoti.com/webstoreNew/services",
        "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 zenoti on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
301 of 988 in Bangkok cafes and bars. Top 30% 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 | 84% | yes |
| Publish the menu or price list as HTML | 64% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 87% | yes |
| Structured data with address, phone and hours | 24% | no |
| Have an llms.txt | 30% | yes |

Nearest places in the index: SoCal (B, 6 m, https://directindex.org/r/intercontinental.com); JCB Plaza Lounge (F, 73 m, https://directindex.org/r/th.jcb); Beer Republic (B, 79 m, https://directindex.org/r/beerrepublicbkk.com); 1823 Tea Lounge by Ronnefeldt (B, 102 m, https://directindex.org/r/1823ronnefeldtbkk.com); Raynue (B, 112 m, https://directindex.org/r/hungryhub.com); Le Café Louis Vuitton (F, 113 m, https://directindex.org/r/louisvuitton.com); Brewave Gaysorn Amarin (C, 118 m, https://directindex.org/r/brewavegaysornamarin.com); illy Caffè - Erawan (B, 123 m, https://directindex.org/r/illy.co.th); บีเคเค เบเกิล เบเกอรี่ (D, 138 m, https://directindex.org/r/bkkbagels.com); Zense (D, 227 m, https://directindex.org/r/zensebangkok.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.


Compared with its peers: Sites built with Shopify 48% (24% A or B, 13925 sites); Sites using Zenoti 64% (40% A or B, 745 sites); This site 53.8%.

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

## Businesses like endota Thailand in Bangkok cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Bangkok cafes and bars | 988 | 42% | 13% | 53.8% |
| Sites built with Shopify in Bangkok cafes and bars | 38 | 44% | 18% | 53.8% |
| Sites using Zenoti in Bangkok cafes and bars | 1 | 54% | 0% | 53.8% |
| Sites built with Shopify and using Zenoti in Bangkok cafes and bars | 1 | 54% | 0% | 53.8% |

The best of the sites built with Shopify in Bangkok cafes and bars: Chaidim (B 84.6%, https://directindex.org/r/chaidim.com); Kurasu Bangkok Stand (B 84.6%, https://directindex.org/r/kurasubkk.com); Yellow Stuff (B 84.6%, https://directindex.org/r/yellowstuffstore.com); Wine Connection Lasalle Avenue (B 81.5%, https://directindex.org/r/wineconnection.co.th); The Coffee Club (B 77.5%, https://directindex.org/r/coffeeclub.com.au).

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 13th of 988 in Bangkok cafes and bars, up from 301st.

## The direct record
What agents get for endota Thailand, as JSON: https://directindex.org/api/direct/endotathailand.com
- Book: https://endotathailand.zenoti.com/webstoreNew/services (vendor on own site: Zenoti; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/endotathailand.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, Zenoti: Not stated. Zenoti's terms (17 April 2026) bind the businesses that use it, not the people who book: section 4.1(j) bars robots, bots, spiders and scrapers from monitoring or copying the services and section 5.6 allows API integrations only under a written agreement; each business sets its own consumer terms, so an agent booking for a client is not addressed here. Read 2026-10-15: https://www.zenoti.com/trust/terms-and-conditions

## 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/endotathailand.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: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: no

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