# Pipasha: Agent-Direct Score A (95.4%)

Site: https://www.pipasha-restaurant.co.uk/
Report: https://directindex.org/r/pipasha-restaurant.co.uk
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Pipasha is ready for agents.
An AI assistant can open Pipasha's website. It can read what Pipasha offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://pipasha-restaurant.co.uk/reservation/ (on the business's own site)
- Order directly: https://pipasha-restaurant.co.uk/wp-content/uploads/2026/03/Pipasha-A4-TakeAway-Menu-2026.pdf (on the business's own site)
- Menu: https://online.pipasha-restaurant.co.uk/pipasha/dine-in
- Phone: +44 1223 577786
- Address: Newmarket Road 529c CB5 8LG Cambridge
- Hours, from pipasha-restaurant.co.uk: Mon–Sun 16:30–22:30

## Nearby, also direct
Places near Pipasha that take a booking or an order on their own website, with no marketplace in between.
- Bite Street India Ltd (870 m): https://directindex.org/r/bitestreetindia.uk
- Navadhanya (1.4 km): https://directindex.org/r/navadhanya.co.uk
- Royal Spice (1.8 km): https://directindex.org/r/royalspicecambs.co.uk
- Renu's (2 km): https://directindex.org/r/renus.co.uk
- Raja (2.2 km): https://directindex.org/r/rajarestaurant.com

## What to fix first
- **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

## What the site tells visitors (Measured, not scored)
- **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site.

## Fix kit: What to paste

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

```
# Pipasha

> restaurant (indian, bangladeshi) in Newmarket Road 529c CB5 8LG Cambridge, Cambridge. Phone +44 1223 577786.

## Book or order directly

- Book: https://pipasha-restaurant.co.uk/reservation/ (on the business's own site)
- Order: https://pipasha-restaurant.co.uk/wp-content/uploads/2026/03/Pipasha-A4-TakeAway-Menu-2026.pdf (on the business's own site)
- Menu: https://online.pipasha-restaurant.co.uk/pipasha/dine-in

## Opening hours

Mo-Su 16:30-22:30

## About

- Website: https://www.pipasha-restaurant.co.uk/
- 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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
7 of 124 in Cambridge. Top 6% 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 | 100% | yes |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 69% | yes |
| Have an llms.txt | 38% | no |

Nearest places with a similar menu: Bite Street India Ltd (C, 870 m, https://directindex.org/r/bitestreetindia.uk); Navadhanya (B, 1371 m, https://directindex.org/r/navadhanya.co.uk); Royal Spice (A, 1848 m, https://directindex.org/r/royalspicecambs.co.uk); Renu's (B, 1959 m, https://directindex.org/r/renus.co.uk); Raja (A, 2190 m, https://directindex.org/r/rajarestaurant.com); The Tiffin Truck (C, 2398 m, https://directindex.org/r/thetiffintruck.co.uk); Golpo (B, 2507 m, https://directindex.org/r/golporestaurant.co.uk); Tawa Kitchen (C, 2525 m, https://directindex.org/r/tawakitchen.co.uk); Namaste Village (C, 2826 m, https://directindex.org/r/deliverectdirect.com); Taj Tandoori (A, 2943 m, https://directindex.org/r/tajtandooricambridge.co.uk).

## 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 Cambridge and named 84 places. Pipasha wasn't one of them. See who was named: https://directindex.org/city/cambridge/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 95.4%.

See what an AI agent reads on this site: https://directindex.org/r/pipasha-restaurant.co.uk/agent-view

## Businesses like Pipasha in Cambridge

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Cambridge | 124 | 67% | 60% | 95.4% |
| Sites built with WordPress in Cambridge | 42 | 75% | 74% | 95.4% |

The best of the sites built with WordPress in Cambridge: Taj Tandoori (A 96.1%, https://directindex.org/r/tajtandooricambridge.co.uk); Royal Spice (A 92.9%, https://directindex.org/r/royalspicecambs.co.uk); Sushimania (A 89.4%, https://directindex.org/r/sushimania.co.uk); Franco Manca (A 88.8%, https://directindex.org/r/francomanca.co.uk); De Luca Cucina (A 88.2%, https://directindex.org/r/delucacucina.co.uk).

## The direct record
What agents get for Pipasha, as JSON: https://directindex.org/api/direct/pipasha-restaurant.co.uk
- Book: https://pipasha-restaurant.co.uk/reservation/ (own site; found by the scan of 2026-10-24, not yet tested)
- Order: https://pipasha-restaurant.co.uk/wp-content/uploads/2026/03/Pipasha-A4-TakeAway-Menu-2026.pdf (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: https://online.pipasha-restaurant.co.uk/pipasha/dine-in (html_page; from the scan)
- Hours: Mo-Su 16:30-22:30 (closed now) (from pipasha-restaurant.co.uk)
- Phone: +44 1223 577786
- Stable links that count: https://directindex.org/go/pipasha-restaurant.co.uk/book, https://directindex.org/go/pipasha-restaurant.co.uk/order, https://directindex.org/go/pipasha-restaurant.co.uk/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

Found one hop past the home page: menu page /pipasha/dine-in: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 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/pipasha-restaurant.co.uk
- 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/pipasha-restaurant.co.uk/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/pipasha-restaurant.co.uk/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=pipasha-restaurant.co.uk&force=1