# Little Part 1 Cafe: Agent-Direct Score B (83.1%)

Site: http://www.littlepart1cafe.com/
Report: https://directindex.org/r/littlepart1cafe.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.)
Little Part 1 Cafe is mostly ready for agents.
An AI assistant can open Little Part 1 Cafe's website. What Little Part 1 Cafe offers is on another site. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.littlepart1cafe.com/reservations (on the business's own site)
- Phone: +6569098354
- Address: 54 Blair Rd, #01-01, 089954, Singapore
- WhatsApp: a link on the site

## Nearby, also direct
Places near Little Part 1 Cafe that take a booking or an order on their own website, with no marketplace in between.
- Highlander Coffee (110 m): https://directindex.org/r/highlandercoffee.com
- Triplets (410 m): https://directindex.org/r/bakerycuisine.com.sg
- Tina's Cafe (420 m): https://directindex.org/r/tinas-cafe.com
- South Side Keppel - Rosti, Brunch, and Woodfire Dinner in Singapore (590 m): https://directindex.org/r/southside.sg
- Round Boy Roasters (640 m): https://directindex.org/r/roundboyroasters.com

## What to fix first
- **Menu or price list is on another site.** (+5 points) The link goes to danielfooddiary.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Little Part 1 Cafe",
  "url": "http://www.littlepart1cafe.com/",
  "telephone": "+6569098354",
  "address": "54 Blair Rd, #01-01, 089954, Singapore",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.27588593,
    "longitude": 103.83577396
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.littlepart1cafe.com/reservations",
        "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.
- **Structured data found (LocalBusiness).** address, phone
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
110 of 1062 in Singapore cafes and bars. Top 10% 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 | 98% | yes |
| Publish the menu or price list as HTML | 83% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 51% | yes |

Nearest places in the index: Highlander Coffee (B, 105 m, https://directindex.org/r/highlandercoffee.com); Triplets (C, 412 m, https://directindex.org/r/bakerycuisine.com.sg); Tina's Cafe (B, 416 m, https://directindex.org/r/tinas-cafe.com); Nylon Coffee Roasters (D, 463 m, https://directindex.org/r/nylon.coffee); South Side Keppel - Rosti, Brunch, and Woodfire Dinner in Singapore (A, 587 m, https://directindex.org/r/southside.sg); The Populus Coffee and Food Co (F, 605 m, https://directindex.org/r/thepopulus.cafe); Round Boy Roasters (D, 636 m, https://directindex.org/r/roundboyroasters.com); Leeter Tunku Kopitiam B612 (F, 640 m, https://directindex.org/r/wordpress.com); Beats Bites & Cocktails (F, 653 m, https://directindex.org/r/beatsbitescocktails.com); D.Bespoke (C, 658 m, https://directindex.org/r/dbespoke.sg).

## 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 Wix 54% (31% A or B, 42583 sites); This site 83.1%.

See what an AI agent reads on this site: https://directindex.org/r/littlepart1cafe.com/agent-view

## Businesses like Little Part 1 Cafe in Singapore cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Singapore cafes and bars | 1062 | 51% | 30% | 83.1% |
| Sites built with Wix in Singapore cafes and bars | 140 | 67% | 50% | 83.1% |

The best of the sites built with Wix in Singapore cafes and bars: Fish & Crab Shack (A 96.3%, https://directindex.org/r/fish-co.com); COZE+ (A 95.4%, https://directindex.org/r/cozeplus.com.sg); Liberty Singapore (A 95.4%, https://directindex.org/r/libertysingapore.sg); Lilac Oak | Vegan Café & Bakes (A 95.4%, https://directindex.org/r/lilacoak.com); Penny University (A 95.4%, https://directindex.org/r/pennyuniversitysg.com).

With the two fixes above (Menu or price list is on another site; Structured data is incomplete), the score would be about 95.4%. That would be 10th of 1,062 in Singapore cafes and bars, up from 110th.

## The direct record
What agents get for Little Part 1 Cafe, as JSON: https://directindex.org/api/direct/littlepart1cafe.com
- Book: https://www.littlepart1cafe.com/reservations (own site; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: https://danielfooddiary.com/2024/01/31/littlepart2cafe/ (external; from the scan)
- Hours: none on record
- Phone: +6569098354
- Stable links that count: https://directindex.org/go/littlepart1cafe.com/book, https://directindex.org/go/littlepart1cafe.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): 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 14 | 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/littlepart1cafe.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: 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/littlepart1cafe.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/littlepart1cafe.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=littlepart1cafe.com&force=1