# Moom Muum: Agent-Direct Score A (90.8%)

Site: https://www.moommuum.com/
Report: https://directindex.org/r/moommuum.com
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Moom Muum is ready for agents.
An AI assistant can open the website of Moom Muum. It can read what Moom Muum offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://moommuum.com/-party?source=pop_up&spot_id=542243&destination=private_parties&promotion=private_parties (on the business's own site)
- Order directly: https://order.toasttab.com/online/moom-muum-9100-north-central-expressway-149?source=pop_up&spot_id=542243&destination=order&promotion=order_online (through toast acting for the business)
- Menu: https://moommuum.com/food-menu
- Phone: +1-972-685-3980

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Moom Muum",
  "url": "https://www.moommuum.com/",
  "telephone": "+1-972-685-3980",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Central Expressway 9100",
    "postalCode": "75231",
    "addressLocality": "Dallas"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 32.872363,
    "longitude": -96.7687994
  },
  "openingHours": "Su-Sa 11:00-20:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "20:30"
    }
  ],
  "servesCuisine": [
    "thai",
    "bubble tea"
  ],
  "acceptsReservations": "https://moommuum.com/-party?source=pop_up&spot_id=542243&destination=private_parties&promotion=private_parties",
  "hasMenu": "https://moommuum.com/food-menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://moommuum.com/-party?source=pop_up&spot_id=542243&destination=private_parties&promotion=private_parties",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/moom-muum-9100-north-central-expressway-149?source=pop_up&spot_id=542243&destination=order&promotion=order_online",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Moom Muum

> restaurant (thai, bubble tea) in North Central Expressway 9100 75231 Dallas, Dallas. Phone +1-972-685-3980.

## Book or order directly

- Book: https://moommuum.com/-party?source=pop_up&spot_id=542243&destination=private_parties&promotion=private_parties (on the business's own site)
- Order: https://order.toasttab.com/online/moom-muum-9100-north-central-expressway-149?source=pop_up&spot_id=542243&destination=order&promotion=order_online (through toast acting for the business)
- Menu: https://moommuum.com/food-menu

## Opening hours

Su-Sa 11:00-20:30

## About

- Website: https://www.moommuum.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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
68 of 706 in Dallas. Top 10% of the sites scanned in this index.

| What the top tenth 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 | 99% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes |
| Structured data with address, phone and hours | 65% | no |
| Have an llms.txt | 27% | no |

Nearest places in the index: Slim Chickens (A, 25 m, https://directindex.org/r/slimchickens.com); CAVA (F, 208 m, https://directindex.org/r/cava.com); IKEA Bistro (C, 377 m, https://directindex.org/r/ikea.com); Yenet Guada (C, 516 m, https://directindex.org/r/yenatguada.com); Great American Cookies (A, 518 m, https://directindex.org/r/greatamericancookies.com); Kona Grill (A, 543 m, https://directindex.org/r/konagrill.com); Dave & Buster's (A, 555 m, https://directindex.org/r/daveandbusters.com); Henk's Deli and Black Forest Bakery (F, 681 m, https://directindex.org/r/henksblackforestbakery.com); P.F. Chang's (C, 733 m, https://directindex.org/r/pfchangs.com); Joey (B, 759 m, https://directindex.org/r/joeyrestaurants.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites using Toast 72% (58% A or B, 2267 sites); This site 90.8%.

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

## Businesses like Moom Muum in Dallas

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Dallas | 706 | 59% | 44% | 90.8% |
| Sites using Toast in Dallas | 60 | 69% | 53% | 90.8% |

The best of the sites using Toast in Dallas: Intrinsic Smokehouse and Brewery (A 95.4%, https://directindex.org/r/intrinsicbrewing.com); Menas Tex-Mex Grill Cantina (A 95.4%, https://directindex.org/r/menastexmexgrill.com); Lucky’s Hot Chicken (A 92.3%, https://directindex.org/r/luckyshotchicken.com); Urban Crust (A 92.3%, https://directindex.org/r/urbancrust.com); Mun Gai Thai Street Food (A 90.8%, https://directindex.org/r/mungaithai.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 26th of 706 in Dallas, up from 68th.

## The direct record
What agents get for Moom Muum, as JSON: https://directindex.org/api/direct/moommuum.com
- Book: https://moommuum.com/-party?source=pop_up&spot_id=542243&destination=private_parties&promotion=private_parties (own site; found by the scan of 2026-10-16, not yet tested)
- Order: https://order.toasttab.com/online/moom-muum-9100-north-central-expressway-149?source=pop_up&spot_id=542243&destination=order&promotion=order_online (vendor on own site: Toast; found by the scan of 2026-10-16, not yet tested)
- Menu: https://moommuum.com/food-menu (html_page; from the scan)
- Hours: Su-Sa 11:00-20:30 (closed now) (from OpenStreetMap)
- Phone: +1-972-685-3980
- Stable links that count: https://directindex.org/go/moommuum.com/book, https://directindex.org/go/moommuum.com/order, https://directindex.org/go/moommuum.com/menu

## 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 (Toast): yes

Found one hop past the home page: booking page /-party: booking via spoton.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 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/moommuum.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/moommuum.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/moommuum.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=moommuum.com&force=1