# Miss Mamon: Agent-Direct Score C (63.1%)

Site: http://www.missmamon.com/
Report: https://directindex.org/r/missmamon.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.)
Miss Mamon is partly visible to agents.
An AI assistant can open Miss Mamon'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 on the site.

## Direct links
- Order directly: https://www.missmamon.com/delivery/ (on the business's own site)
- Phone: +6629385529
- Address: วิภาวดีรังสิต 25 แยก 1, 10210, กรุงเทพมหานคร

## Nearby, also direct
Places near Miss Mamon that take a booking or an order on their own website, with no marketplace in between.
- Frame Cafe&Restaurant งามวงศ์วาน 47 (1.1 km): https://directindex.org/r/framehotelbangkok.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
- **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
- **The phone number on the site doesn't match the open map data.** The site shows 094-545-1441, but OpenStreetMap or Overture Maps lists +6629385529. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Bangkok, 23% of comparable sites declare one.

## 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": "Miss Mamon",
  "url": "http://www.missmamon.com/",
  "telephone": "+6629385529",
  "address": "วิภาวดีรังสิต 25 แยก 1, 10210, กรุงเทพมหานคร",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 13.86065,
    "longitude": 100.56318
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.missmamon.com/delivery/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</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.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
487 of 1923 in Bangkok. Top 25% 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 | 88% | yes |
| Publish the menu or price list as HTML | 86% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 39% | no |
| Have an llms.txt | 51% | yes |

Nearest places in the index: ก๋วยเตี๋ยวหมูต้มยำ สูตรมะนาว หลังการไฟฟ้าส่วนภูมิภาค (C, 587 m, https://directindex.org/r/pea.co.th); Zhang Chinese Restaurant (F, 847 m, https://directindex.org/r/ramagardenshotel.com); Frame Cafe&Restaurant งามวงศ์วาน 47 (C, 1134 m, https://directindex.org/r/framehotelbangkok.com); Department of Food Science and Technology, Kasetsart University (F, 1318 m, https://directindex.org/r/ku.ac.th); Shabu De Bear (ชาบู เดอร์ แบร์) (C, 1519 m, https://directindex.org/r/shabudebearthailand.com); Pepper Lunch (เปปเปอร์ ลันช์) ペッパーランチ (F, 1555 m, https://directindex.org/r/pepperlunchthailand.com); KAWNA (Vibhavadi 62) (D, 1601 m, https://directindex.org/r/kawna.com); ร้านพี่ผึ้ง (F, 1626 m, https://directindex.org/r/studentloan.or.th); Pola Pola (F, 1740 m, https://directindex.org/r/polapola.com); More Than A Game Cafe (D, 1951 m, https://directindex.org/r/morethanagamecafe.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 66 places. Miss Mamon wasn't one of them. See who was named: https://directindex.org/city/bangkok/recommended


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 63.1%.

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

## Businesses like Miss Mamon in Bangkok

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Bangkok | 1923 | 46% | 20% | 63.1% |
| Sites built with WordPress in Bangkok | 545 | 57% | 27% | 63.1% |

The best of the sites built with WordPress in Bangkok: Addictions by Kitch Witch (A 100%, https://directindex.org/r/bangkok-addictions.com); Khaan Thai (A 100%, https://directindex.org/r/khaanbkk.com); Rasayana Retreat (A 100%, https://directindex.org/r/rasayanaretreat.com); Yankii Robatayaki & Bar (A 100%, https://directindex.org/r/yankiirestaurant.com); Blue Elephant (A 95.4%, https://directindex.org/r/blueelephant.com).

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 18th of 1,923 in Bangkok, up from 487th.

## The direct record
What agents get for Miss Mamon, as JSON: https://directindex.org/api/direct/missmamon.com
- Book: none on record
- Order: https://www.missmamon.com/delivery/ (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +6629385529
- Stable links that count: https://directindex.org/go/missmamon.com/order

## 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

Found one hop past the home page: booking page /delivery/: ordering link (other).

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