# Mango Rain: Agent-Direct Score B (83.1%)

Site: http://www.mangorain.ca/
Report: https://directindex.org/r/mangorain.ca
Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mango Rain is mostly ready for agents.
An AI assistant can open Mango Rain's website. It can read what Mango Rain offers. It finds a way to book or order directly, through DoorDash Storefront.

## Direct links
- Order directly: https://order.online/business/MangoRain-12728821?utm_source=sdk&visitorId=18de2fdba903266b1 (through doordash_storefront acting for the business)
- Menu: https://www.mangorain.ca/dinner-menu
- Phone: +1 4162553830

## What to fix first

- **Structured data is incomplete.** (+3 points) Missing: address, telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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": "FastFoodRestaurant",
  "name": "Mango Rain",
  "url": "http://www.mangorain.ca/",
  "telephone": "+1 4162553830",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Lake Shore Boulevard West 3308",
    "addressLocality": "Etobicoke"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.5968206,
    "longitude": -79.5241183
  },
  "servesCuisine": [
    "indian",
    "thai"
  ],
  "hasMenu": "https://www.mangorain.ca/dinner-menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/business/MangoRain-12728821?utm_source=sdk&visitorId=18de2fdba903266b1",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Mango Rain

> fast food restaurant (indian, thai) in Lake Shore Boulevard West 3308 Etobicoke, Toronto. Phone +1 4162553830.

## Book or order directly

- Order: https://order.online/business/MangoRain-12728821?utm_source=sdk&visitorId=18de2fdba903266b1 (through doordash_storefront acting for the business)
- Menu: https://www.mangorain.ca/dinner-menu

## About

- Website: http://www.mangorain.ca/
- 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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
513 of 3392 in Toronto. Top 15% 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 | 99% | yes |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 37% | no |

Nearest places with a similar menu: Bombay on the Lake (F, 1354 m, https://directindex.org/r/bombayonthelake.ca); Thai Barn Na (C, 1621 m, https://directindex.org/r/thaibarnna.ca); Feast of Dilli (F, 1735 m, https://directindex.org/r/skipthedishes.com); Desi Chaapwala (D, 2214 m, https://directindex.org/r/desichaapwala.ca); New Bite Indian Cuisine (A, 2310 m, https://directindex.org/r/newbiteindiancuisine.com); K&B Sushi (B, 2829 m, https://directindex.org/r/kbsushi.com); Nimman (C, 3395 m, https://directindex.org/r/nimman.ca); Kothur (D, 3465 m, https://directindex.org/r/kothur.com); Koshaa Fine Indian Cuisine (A, 3757 m, https://directindex.org/r/koshaa.ca).

## 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.

The assistants were asked 22 everyday questions about Toronto and named 106 places. Mango Rain wasn't one of them. See who was named: https://directindex.org/city/toronto/recommended


Compared with its peers: Sites built with Squarespace 64% (47% A or B, 17408 sites); Sites using DoorDash Storefront 68% (51% A or B, 1121 sites); This site 83.1%.

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

## Businesses like Mango Rain in Toronto

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Toronto | 3392 | 52% | 33% | 83.1% |
| Sites built with Squarespace in Toronto | 278 | 71% | 58% | 83.1% |
| Sites using DoorDash Storefront in Toronto | 59 | 69% | 53% | 83.1% |
| Sites built with Squarespace and using DoorDash Storefront in Toronto | 9 | 78% | 78% | 83.1% |

The best of the sites built with Squarespace and using DoorDash Storefront in Toronto: Yuugi Izakaya (A 100%, https://directindex.org/r/yuugiizakaya.com); Rosewood Asian cuisine (A 87.7%, https://directindex.org/r/rosewoodasiancuisine.com); Friday Burger Company (B 76.9%, https://directindex.org/r/fridayburgercompany.com); Hello Nori (B 76.9%, https://directindex.org/r/hellonori.com); High Street Fish & Chips (B 73.8%, https://directindex.org/r/highstreetfishandchips.ca).

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 297th of 3,392 in Toronto, up from 513th.

## The direct record
What agents get for Mango Rain, as JSON: https://directindex.org/api/direct/mangorain.ca
- Book: none on record
- Order: https://order.online/business/MangoRain-12728821?utm_source=sdk&visitorId=18de2fdba903266b1 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-19, not yet tested)
- Menu: https://www.mangorain.ca/dinner-menu (html_page; from the scan)
- Hours: none on record
- Phone: +1 4162553830
- Stable links that count: https://directindex.org/go/mangorain.ca/order, https://directindex.org/go/mangorain.ca/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
- Vendor terms for agents, DoorDash Storefront: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 25 |
| Actionable | 10 | 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/mangorain.ca
- 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/mangorain.ca/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/mangorain.ca/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=mangorain.ca&force=1