# Sequel: Agent-Direct Score F (16.9%)

Site: http://www.SequelMumbai.in/
Report: https://directindex.org/r/sequelmumbai.in
Scanned: 2026-11-05 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Sequel is largely invisible to agents.
AI assistants can't open Sequel's website, so they go by what other sites say about it.

## Direct links
- Menu: https://sequelmumbai.in/dine-in-menu
- Phone: +917506477710

## Nearby, also direct
Places near Sequel that take a booking or an order on their own website, with no marketplace in between.
- Bombay Salad Co. (70 m): https://directindex.org/r/bombaysaladco.com
- Cafe Mommyjoon (290 m): https://directindex.org/r/cafemommyjoon.com
- Punjab Sweet House (340 m): https://directindex.org/r/punjabsweethouse.net

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (TimeoutError: The operation was aborted due to timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through swiggy.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps

## What the site tells visitors (Measured, not scored)
- **The footer says © 2020.** Visitors and assistants may read that year as the last time anyone looked after the site. In Mumbai, 66% of comparable sites that show a year say 2025 or later.

## 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": "Restaurant",
  "name": "Sequel",
  "url": "http://www.SequelMumbai.in/",
  "telephone": "+917506477710",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 19.0654365,
    "longitude": 72.8305902
  },
  "hasMenu": "https://sequelmumbai.in/dine-in-menu"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
693 of 866 in Mumbai. Top 80% 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 | 94% | no |
| Publish the menu or price list as HTML | 72% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | no |
| Structured data with address, phone and hours | 24% | no |
| Have an llms.txt | 38% | no |

Nearest places in the index: Khane Khas (D, 36 m, https://directindex.org/r/khanekhas.com); Mini Punjab (D, 66 m, https://directindex.org/r/minipunjab.com); Bombay Salad Co. (A, 73 m, https://directindex.org/r/bombaysaladco.com); Vietnom Mumbai (C, 286 m, https://directindex.org/r/vietnommumbai.com); Cafe Mommyjoon (B, 291 m, https://directindex.org/r/cafemommyjoon.com); Pals Fish Corner (F, 327 m, https://directindex.org/r/palsfish.com); Zaatar W Zeit India (D, 334 m, https://directindex.org/r/zaatarwzeit.com); Punjab Sweet House (C, 343 m, https://directindex.org/r/punjabsweethouse.net); Eat Around the Corner (F, 411 m, https://directindex.org/r/eataroundthecorner.in); Papa Pancho Da Dhaba (D, 446 m, https://directindex.org/r/papapancho.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.

Recommended when people ask: "A good vegan or vegetarian lunch near the centre, today." (ChatGPT); "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (ChatGPT); "Good breakfast near the centre tomorrow from 8. Can I book?" (ChatGPT); "Something healthy like bowls or salads delivered to my office at lunch." (Gemini)


Compared with its peers: Sites built with GoDaddy Website Builder 35% (9% A or B, 7569 sites); This site 16.9%.

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

## Named by ChatGPT and Gemini for 4 questions, including "A good vegan or vegetarian lunch near the centre, today" in Mumbai, November 2026
- "A good vegan or vegetarian lunch near the centre, today." (2026-11-05): ChatGPT with a link to this site. https://directindex.org/city/mumbai/recommended/vegan-lunch
- "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (2026-11-05): ChatGPT with a link to this site; Gemini with a link to this site. https://directindex.org/city/mumbai/recommended/gluten-free
- "Good breakfast near the centre tomorrow from 8. Can I book?" (2026-11-05): ChatGPT with a link to this site. https://directindex.org/city/mumbai/recommended/breakfast
- "Something healthy like bowls or salads delivered to my office at lunch." (2026-11-05): Gemini with a link to this site. https://directindex.org/city/mumbai/recommended/healthy-bowl
Named by 2 of 2 assistants asked. Badge: https://directindex.org/badge/named/sequelmumbai.in.svg

## Businesses like Sequel in Mumbai

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Mumbai | 866 | 42% | 16% | 16.9% |
| Sites built with GoDaddy Website Builder in Mumbai | 29 | 29% | 7% | 16.9% |
| Sites using Swiggy in Mumbai | 31 | 51% | 16% | 16.9% |
| Sites built with GoDaddy Website Builder and using Swiggy in Mumbai | 3 | 16% | 0% | 16.9% |

The best of the sites using Swiggy in Mumbai: Kerala Quarters (A 86.2%, https://directindex.org/r/keralaquarters.com); The Calcutta Club (B 84.6%, https://directindex.org/r/thecalcuttaclub.in); Foodlingo Cafe (B 78.5%, https://directindex.org/r/foodlingo.co.in); Sagar (B 73.8%, https://directindex.org/r/sagarrestaurant.co.in); Nafees Biryani and Caterers (B 70.8%, https://directindex.org/r/nafeesbiryani.in).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; Ordering only through swiggy), the score would be about 95.4%. That would be 8th of 866 in Mumbai, up from 693rd.

## The direct record
What agents get for Sequel, as JSON: https://directindex.org/api/direct/sequelmumbai.in
- Book: none on record
- Order: none on record
- Menu: https://sequelmumbai.in/dine-in-menu (html_page; from the scan)
- Hours: none on record
- Phone: +917506477710
- Stable links that count: https://directindex.org/go/sequelmumbai.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
- Vendor terms for agents, Swiggy: 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.

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 8 | 25 |
| Actionable | 3 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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