# Mo-Mo Paradise: Agent-Direct Score B (72.3%)

Site: https://www.momoncurryma.com/
Report: https://directindex.org/r/momoncurryma.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Mo-Mo Paradise is mostly ready for agents.

## Direct links
- Order directly: https://www.momoncurryma.com/menu/menupage (on the business's own site)
- Menu: https://www.momoncurryma.com/menu/menupage
- Phone: +1-617-764-1563

## 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). It is the one block every assistant reads first; the fix kit below has it filled in. 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": "Mo-Mo Paradise",
  "url": "https://www.momoncurryma.com/",
  "telephone": "+1-617-764-1563",
  "email": "contact@momoncurry.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Somerville Avenue 431",
    "postalCode": "02143",
    "addressLocality": "Somerville"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3820697,
    "longitude": -71.1018661
  },
  "openingHours": "Mo-Su 11:00-22:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "22:30"
    }
  ],
  "servesCuisine": [
    "japanese",
    "hotpot"
  ],
  "hasMenu": "https://www.momoncurryma.com/menu/menupage",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.momoncurryma.com/menu/menupage",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Mo-Mo Paradise

> restaurant (japanese, hotpot) in Somerville Avenue 431 02143 Somerville, Boston. Phone +1-617-764-1563.

## Book or order directly

- Order: https://www.momoncurryma.com/menu/menupage (on the business's own site)
- Menu: https://www.momoncurryma.com/menu/menupage

## Opening hours

Mo-Su 11:00-22:30

## About

- Website: https://www.momoncurryma.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.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
318 of 834 in Boston. Top 38% 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 | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 42% | no |
| Have an llms.txt | 18% | no |

Nearest places with a similar menu: Momi Nonmi (F, 1109 m, https://directindex.org/r/mominonmi.com); Tampopo (C, 1483 m, https://directindex.org/r/tampopocambridge.com); Yume Ga Arukara (B, 1523 m, https://directindex.org/r/yumegaarukara.com); Yume Wo Katare (F, 1676 m, https://directindex.org/r/yumewokatare.org); ONO Pokébar (A, 1678 m, https://directindex.org/r/onopokebarcambridge.com); Bosso Ramen Tavern (B, 1744 m, https://directindex.org/r/bossoramentavern.com); Waku Waku Ramen (B, 1828 m, https://directindex.org/r/wakuwakuramen.com); Shōjō Cambridge (A, 2047 m, https://directindex.org/r/shojocambridge.com); Pagu (B, 2202 m, https://directindex.org/r/gopagu.com); Genki YA Sushi (C, 2219 m, https://directindex.org/r/genkiyasushi.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.

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

Read by AI agents 1 times this month.

## Businesses like Mo-Mo Paradise in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 834 | 53% | 41% | 72.3% |

The best of Same kind in Boston: Aquapazza (A 100%, https://directindex.org/r/aquapazza-boston.com); Bonchon Cambridge (A 100%, https://directindex.org/r/bonchon.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Otto Pizza (A 100%, https://directindex.org/r/ottoportland.com); Taco Bell Cantina (A 100%, https://directindex.org/r/tacobell.com).

With the fix above (No structured data for the business) the score would be about 95.4%: 16th of 834 in Boston, up from 318th.

## The direct record
What agents get for Mo-Mo Paradise, as JSON: https://directindex.org/api/direct/momoncurryma.com
- Book: none on record
- Order: https://www.momoncurryma.com/menu/menupage (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.momoncurryma.com/menu/menupage (html_page; from the scan)
- Hours: Mo-Su 11:00-22:30 (open now) (from OpenStreetMap)
- Phone: +1-617-764-1563
- Stable links that count: https://directindex.org/go/momoncurryma.com/order, https://directindex.org/go/momoncurryma.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 7 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/momoncurryma.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: no

Deep report: https://directindex.org/r/momoncurryma.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=momoncurryma.com&force=1