# MOD CAFE: Agent-Direct Score C (65.4%)

Site: http://www.modhaircafe.com/
Report: https://directindex.org/r/modhaircafe.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.)
MOD CAFE is partly visible to agents.
Some AI assistants are turned away by MOD CAFE's website. It can read what MOD CAFE offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://www.modhaircafe.com/services
- Phone: +6590495359
- Address: 1A Kuo Chuan Ave, 426888, Singapore

## Nearby, also direct
Places near MOD CAFE that take a booking or an order on their own website, with no marketplace in between.
- Plain Vanilla (200 m): https://directindex.org/r/plainvanilla.com.sg
- So Good Char Chan Tang (420 m): https://directindex.org/r/sogood.sg
- Pancake King & Kopi i12 Katong (450 m): https://directindex.org/r/pancakeking.com
- Typhoon Cafe (i12 Katong Mall) (450 m): https://directindex.org/r/typhooncafe.com.sg

## What to fix first
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+4 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **robots.txt blocks GPTBot, ClaudeBot.** (+2.5 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents
- **The phone number on the site doesn't match the open map data.** The site shows +6562425055, but OpenStreetMap or Overture Maps lists +6590495359. 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.

## 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": "MOD CAFE",
  "url": "http://www.modhaircafe.com/",
  "telephone": "+6590495359",
  "address": "1A Kuo Chuan Ave, 426888, Singapore",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.30750113,
    "longitude": 103.90835943
  }
}
</script>
```

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

## Already right
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** address
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
359 of 1062 in Singapore cafes and bars. Top 34% 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% | no |
| Publish the menu or price list as HTML | 83% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | no |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 51% | yes |

Nearest places in the index: Good Chai People (D, 138 m, https://directindex.org/r/youthconnektafrica2021.org); Chin Mee Chin Confectionery (B, 147 m, https://directindex.org/r/chinmeechin.sg); Plain Vanilla (B, 200 m, https://directindex.org/r/plainvanilla.com.sg); So Good Char Chan Tang (B, 420 m, https://directindex.org/r/sogood.sg); Tim Hortons (F, 434 m, https://directindex.org/r/timhortons.com); Oh Deli (D, 439 m, https://directindex.org/r/ohdeli.com.sg); Single Profile Coffee (F, 444 m, https://directindex.org/r/singleprofilecoffee.com); Pancake King & Kopi i12 Katong (B, 446 m, https://directindex.org/r/pancakeking.com); Typhoon Cafe (i12 Katong Mall) (A, 447 m, https://directindex.org/r/typhooncafe.com.sg); Yuan Coffee at Joo Chiat Community Club (F, 472 m, https://directindex.org/r/yuan-coffee.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.


Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); This site 65.4%.

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

## Businesses like MOD 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% | 65.4% |
| Sites built with Wix in Singapore cafes and bars | 140 | 67% | 50% | 65.4% |

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 three fixes above (No booking or ordering link on the website; Structured data is incomplete; robots.txt blocks GPTBot, ClaudeBot), the score would be about 95.4%. That would be 10th of 1,062 in Singapore cafes and bars, up from 359th.

## The direct record
What agents get for MOD CAFE, as JSON: https://directindex.org/api/direct/modhaircafe.com
- Book: none on record
- Order: none on record
- Menu: https://www.modhaircafe.com/services (html_page; from the scan)
- Hours: none on record
- Phone: +6590495359
- Stable links that count: https://directindex.org/go/modhaircafe.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

Found one hop past the home page: menu page /services: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 22.5 | 25 |
| Readable | 18 | 25 |
| Actionable | 2 | 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/modhaircafe.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/modhaircafe.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/modhaircafe.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=modhaircafe.com&force=1