# Momochi: Agent-Direct Score B (75.4%)

Site: https://momochi.fi/
Report: https://directindex.org/r/momochi.fi
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.)
Momochi is mostly ready for agents.

## Direct links
- Menu: https://momochi.fi/menu/
- Phone: +358 50 5543300

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+4 points) Missing: address, telephone. 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": "CafeOrCoffeeShop",
  "name": "Momochi",
  "url": "https://momochi.fi/",
  "telephone": "+358 50 5543300",
  "email": "info@momochi.fi",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Mannerheimintie 20",
    "postalCode": "00100",
    "addressLocality": "Helsinki",
    "addressCountry": "FI"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 60.1694785,
    "longitude": 24.9378326
  },
  "openingHours": "Mo-Fr 11:00-20:00; Sa 11:00-19:00; Su 12:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "11:00",
      "closes": "20:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "11:00",
      "closes": "19:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "18:00"
    }
  ],
  "servesCuisine": [
    "japanese",
    "cafe"
  ],
  "hasMenu": "https://momochi.fi/menu/"
}
</script>
```

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

```
# Momochi

> cafe or coffee shop (japanese, cafe) in Mannerheimintie 20 00100 Helsinki, Helsinki cafes and bars. Phone +358 50 5543300.

## Book or order directly

- Menu: https://momochi.fi/menu/

## Opening hours

Mo-Fr 11:00-20:00; Sa 11:00-19:00; Su 12:00-18:00

## About

- Website: https://momochi.fi/
- 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 (CafeOrCoffeeShop).** opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
32 of 284 in Helsinki cafes and bars. Top 11% 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 | 97% | no |
| Publish the menu or price list as HTML | 79% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes |
| Structured data with address, phone and hours | 14% | no |
| Have an llms.txt | 24% | no |

Nearest places in the index: Kupoli (C, 120 m, https://directindex.org/r/kupolibar.com); PSH-LOVE-KA by Pyshburg (B, 148 m, https://directindex.org/r/psh-ka.com); Pub Peräkammari (C, 190 m, https://directindex.org/r/perakammari.fi); U. Kaleva Bar (F, 193 m, https://directindex.org/r/ukaleva.fi); Base Bar (F, 193 m, https://directindex.org/r/basebar.fi); Villi Wäinö (F, 212 m, https://directindex.org/r/villiwaino.fi); The Old Irish Pub (B, 216 m, https://directindex.org/r/oldirishpub.fi); Chatime (C, 220 m, https://directindex.org/r/chatime.com.tw); Pub Ikkuna (C, 222 m, https://directindex.org/r/pubikkuna.fi); Konditoria Briossi (F, 226 m, https://directindex.org/r/briossi.fi).

## 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 built with WordPress 58% (29% A or B, 36926 sites); This site 75.4%.

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

## Businesses like Momochi in Helsinki cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Helsinki cafes and bars | 284 | 46% | 17% | 75.4% |
| Built with WordPress in Helsinki cafes and bars | 122 | 56% | 25% | 75.4% |

The best of Built with WordPress in Helsinki cafes and bars: Gota bar & bites (A 92.3%, https://directindex.org/r/bistromiljoo.fi); Ravintola Viisi Penniä (A 90%, https://directindex.org/r/viisipennia.fi); Kissakahvila Helkatti (A 86.2%, https://directindex.org/r/helkatti.fi); Magnolia Coffee & Bakery (A 86.2%, https://directindex.org/r/magnoliacafe.fi); Roots Herttoniemi (A 86.2%, https://directindex.org/r/rootshki.fi).

With the two fixes above (Ordering through an unrecognised third party; Structured data is incomplete) the score would be about 95.4%: 4th of 284 in Helsinki cafes and bars, up from 32nd.

## The direct record
What agents get for Momochi, as JSON: https://directindex.org/api/direct/momochi.fi
- Book: none on record
- Order: none on record
- Menu: https://momochi.fi/menu/ (html_page; from the scan)
- Hours: Mo-Fr 11:00-20:00; Sa 11:00-19:00; Su 12:00-18:00 (open now) (from OpenStreetMap)
- Phone: +358 50 5543300
- Stable links that count: https://directindex.org/go/momochi.fi/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 | 18 | 25 |
| Actionable | 6 | 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/momochi.fi
- 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: yes

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