# Madrasi Kaapi House: Agent-Direct Score D (52.5%)

Site: https://madrasi.in/
Report: https://directindex.org/r/madrasi.in
Scanned: 2026-11-05 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Madrasi Kaapi House is hard for agents to use.
An AI assistant can open Madrasi Kaapi House's website. What Madrasi Kaapi House offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://madrasi.in/onlineorder/ (on the business's own site)
- Phone: +91 7021831206
- Address: 120 feet Road Next to Cotton Cottage, Building No. 50, Halley Building, Evershine, Thakur Village 400101 Mumbai
- Hours, from OpenStreetMap: Mon–Sun 08:00–21:30

## Nearby, also direct
Places near Madrasi Kaapi House that take a booking or an order on their own website, with no marketplace in between.
- BSE Dalal Street (3 km): https://directindex.org/r/thehotellandmark.com

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is an image.** (+6 points) Agents can't read it. Publish it as text. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business
- **The phone number on the site doesn't match the open map data.** The site shows 9833117598, but OpenStreetMap or Overture Maps lists +91 7021831206. 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": "CafeOrCoffeeShop",
  "name": "Madrasi Kaapi House",
  "url": "https://madrasi.in/",
  "telephone": "+91 7021831206",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "120 feet Road Next to Cotton Cottage, Building No. 50, Halley Building, Evershine, Thakur Village",
    "postalCode": "400101",
    "addressLocality": "Mumbai"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 19.2114438,
    "longitude": 72.873429
  },
  "openingHours": "Mo-Su 08:00-21:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "08:00",
      "closes": "21:30"
    }
  ],
  "servesCuisine": [
    "coffee shop",
    "indian"
  ],
  "hasMenu": "https://madrasi.in/images/demo/menu-main/menu-item-large-01.jpg",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://madrasi.in/onlineorder/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Madrasi Kaapi House

> cafe or coffee shop (coffee shop, indian) in 120 feet Road Next to Cotton Cottage, Building No. 50, Halley Building, Evershine, Thakur Village 400101 Mumbai, Mumbai cafes and bars. Phone +91 7021831206.

## Book or order directly

- Order: https://madrasi.in/onlineorder/ (on the business's own site)
- Menu: https://madrasi.in/images/demo/menu-main/menu-item-large-01.jpg

## Opening hours

Mo-Su 08:00-21:30

## About

- Website: https://madrasi.in/
- 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's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
132 of 344 in Mumbai cafes and bars. Top 38% 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 | 89% | yes |
| Publish the menu or price list as HTML | 44% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 25% | no |
| Have an llms.txt | 50% | no |

Nearest places in the index: Starbucks (F, 294 m, https://directindex.org/r/oberoimall.com); Bamboo Forest (C, 614 m, https://directindex.org/r/bambooforestgreentea.com); DETOX Cold Press Juices (F, 1050 m, https://directindex.org/r/detoxjuices.in); Smoke House Cafe (D, 1406 m, https://directindex.org/r/smokehousedeli.in); Costa Coffee (F, 1707 m, https://directindex.org/r/dil-rjcorp.com); Tea Post (D, 2751 m, https://directindex.org/r/teapost.in); Happy Shakes (F, 2932 m, https://directindex.org/r/happyshakes.in); SKY Mumbai (F, 2973 m, https://directindex.org/r/sky-overseas.com); BSE Dalal Street (C, 3012 m, https://directindex.org/r/thehotellandmark.com); Coffee Tables (F, 3258 m, https://directindex.org/r/coffeetables.co.in).

## 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.


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

## Businesses like Madrasi Kaapi House in Mumbai cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Mumbai cafes and bars | 344 | 44% | 17% | 52.5% |

The best of the businesses of the same kind in Mumbai cafes and bars: Cafe Popo (A 100%, https://directindex.org/r/eazydiner.com); Mimi Cafe & Bistro (A 100%, https://directindex.org/r/mimicafeandbistro.com); Novu - Coastal Bistro (A 100%, https://directindex.org/r/novualibaug.com); YVR Cafe (A 92.3%, https://directindex.org/r/yvr.cafe); Boulevard (A 89.2%, https://directindex.org/r/orchidhotel.com).

With the two fixes above (No structured data for the business; Menu or price list is an image), the score would be about 77.5%. That would be 23rd of 344 in Mumbai cafes and bars, up from 132nd.

## The direct record
What agents get for Madrasi Kaapi House, as JSON: https://directindex.org/api/direct/madrasi.in
- Book: none on record
- Order: https://madrasi.in/onlineorder/ (own site; could not verify: failed (2026-11-05))
- Menu: https://madrasi.in/images/demo/menu-main/menu-item-large-01.jpg (image; from the scan)
- Hours: Mo-Su 08:00-21:30 (closed now) (from OpenStreetMap)
- Phone: +91 7021831206
- Stable links that count: https://directindex.org/go/madrasi.in/order, https://directindex.org/go/madrasi.in/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 (Square, Toast, or a vendor whose terms allow agents): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 2 | 25 |
| Actionable | 15 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/madrasi.in
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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

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