# Cat Café Studio: Agent-Direct Score B (70.3%)

Site: https://www.catcafestudio.com/
Report: https://directindex.org/r/catcafestudio.com
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.)
Cat Café Studio is mostly ready for agents.
Some AI assistants are turned away by Cat Café Studio's website. It can read what Cat Café Studio offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://catcafestudio.com/menu/
- Phone: +91-82914-90907
- Address: Harminder Singh Road 63 400061 Mumbai
- Hours, from OpenStreetMap: Mon closed; Tue–Sun 12:00–20:00

## Nearby, also direct
Places near Cat Café Studio that take a booking or an order on their own website, with no marketplace in between.
- HnH Salad Co (670 m): https://directindex.org/r/hnhsalads.com
- Juice Lounge Juice Bar (1.8 km): https://directindex.org/r/juiceloungejuicebar.com
- Lord of the Drinks (2.1 km): https://directindex.org/r/lordofthedrinks.in

## 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
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing

## 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. In Mumbai, 68% of comparable sites that show a year say 2025 or later.

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (CafeOrCoffeeShop).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
54 of 344 in Mumbai cafes and bars. Top 16% 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% | no |
| Publish the menu or price list as HTML | 44% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | no |
| Structured data with address, phone and hours | 25% | yes |
| Have an llms.txt | 50% | yes |

Nearest places in the index: Third Wave Coffee Roasters (D, 226 m, https://directindex.org/r/thirdwavecoffee.in); HnH Salad Co (B, 674 m, https://directindex.org/r/hnhsalads.com); Smaash Lounge (D, 1311 m, https://directindex.org/r/smaaash.in); Veda Tea Co (D, 1593 m, https://directindex.org/r/vedateaco.com); Tulum Coffee (D, 1659 m, https://directindex.org/r/tulum.coffee); Juice Lounge Juice Bar (C, 1834 m, https://directindex.org/r/juiceloungejuicebar.com); Era (F, 1901 m, https://directindex.org/r/eramumbai.com); Filli (C, 1910 m, https://directindex.org/r/fillicafe.com); The Nook (F, 1962 m, https://directindex.org/r/thenook.co.in); Lord of the Drinks (A, 2092 m, https://directindex.org/r/lordofthedrinks.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.


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 70.3%.

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

## Businesses like Cat Café Studio 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% | 70.3% |
| Sites built with WordPress in Mumbai cafes and bars | 70 | 55% | 16% | 70.3% |

The best of the sites built with WordPress in Mumbai cafes and bars: Nau se Barah - The Movie Bar (B 81.1%, https://directindex.org/r/nausebarah.com); Tattva Spa Grand Sarovar Premier, Goregaon (B 80%, https://directindex.org/r/tattvaspa.com); The Oaks Lounge and Bar (B 80%, https://directindex.org/r/gcchotelandclub.com); Apollo Bar and Restaurant (B 75.4%, https://directindex.org/r/jupiterhospital.com); Bonobo (B 75.4%, https://directindex.org/r/bonobo.co.in).

With the two fixes above (No booking or ordering link on the website; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 4th of 344 in Mumbai cafes and bars, up from 54th.

## The direct record
What agents get for Cat Café Studio, as JSON: https://directindex.org/api/direct/catcafestudio.com
- Book: none on record
- Order: none on record
- Menu: https://catcafestudio.com/menu/ (html_page; from the scan)
- Hours: Tu-Su 12:00-20:00 (closed now) (from OpenStreetMap)
- Phone: +91-82914-90907
- Stable links that count: https://directindex.org/go/catcafestudio.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): 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 | 21.7 | 25 |
| Readable | 22 | 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/catcafestudio.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/catcafestudio.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/catcafestudio.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=catcafestudio.com&force=1