La Panthera
lapanthera.in is ready for agents.
Listed by Overture Maps.
Ways to reach La Panthera directly, with no marketplace in between. Checked 2026-11-05. On the business's own site. Report a mistake
400051, Mumbai · 080009 09056
Its menu mentions: a lunch or set menu
Places near La Panthera that take a booking or an order on their own website, with no marketplace in between.
- Pondicherry - SOFITEL320 m · indian
- Indian Accent330 m · regional
- Masala Library400 m · indian
- Theobroma, BKC600 m
- Trèsind Mumbai770 m
The website's grade
An AI assistant can open La Panthera's website. It can read what La Panthera offers. To book or order, it is sent to Zomato, a marketplace.
56 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
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 Mumbai and named 99 places. La Panthera wasn't one of them. See who was named →
How La Panthera compares
34 of 866 in Mumbai
Top 4% of the sites scanned in this index. Just above: Kailash Parbat A, Kerala Quarters A. Just below: Mezban Only Chinese A, Naaz Restaurant A.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 94% | yes |
| Publish the menu or price list as HTML | 72% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 24% | no |
| Have an llms.txt | 38% | no |
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 236,086 sites | 55% | 25% | 86.2% |
| Sites using Zomato 148 sites | 58% | 31% | 86.2% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Pondicherry - SOFITEL indian | 319 m | B | yes |
| Indian Accent regional | 328 m | B | yes |
| Masala Library indian | 404 m | C | yes |
| Sante Spa Cuisine Mumbai | 448 m | D | no |
| Baglami | 505 m | C | no |
| Theobroma, BKC | 599 m | B | yes |
| Oriental Swing asian | 631 m | F | no |
| Trèsind Mumbai | 772 m | A | yes |
| Yauatcha chinese | 794 m | B | yes |
| Amazonia | 895 m | A | yes |
Businesses like La Panthera in Mumbai
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Mumbai | 866 | 42% | 16% | 86.2% |
| Sites built with WordPress in Mumbai | 164 | 55% | 21% | 86.2% |
| Sites using Zomato in Mumbai | 60 | 57% | 27% | 86.2% |
| Sites built with WordPress and using Zomato in Mumbai | 18 | 59% | 28% | 86.2% |
After the top fixes
With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 8th of 866 in Mumbai, up from 34th.
What to fix first
- Structured data is incomplete +6 points
Missing: address, telephone, opening hours. How to fix it
- Booking only through zomato no points, but worth doing
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. How to fix it About this vendor
- 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. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Mumbai. List your agency or yourself. It's free, and every listing is reviewed by hand.
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 (Organization) no address, phone or hours in it
- Menu or price list is an HTML page Agents can read the items and prices.
- Ordering on your own site Agents can order without going through a marketplace.
Builder: wordpress · contact page /about-us/: nothing new; menu page /food-menu/: nothing new; booking page /delivery/: booking via zomato, ordering via swiggy · What to paste
Own this business?
Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and you get a message only when the score changes.
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes. Show the details