The Direct Index
Report · Mumbai cafes and bars · scanned 2026-11-05

Kali.Coffee

kali.coffee is mostly ready for agents.

Listed by Overture Maps.

OrderCallWebsite

Ways to reach Kali.Coffee directly, with no marketplace in between. Checked 2026-11-05. On the business's own site. Report a mistake

003 Orbit Industrial Premises, Ram Nagar, Malad West , 400064, Mumbai · +918828413551

Nearby, also direct

Places near Kali.Coffee that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open Kali.Coffee's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

73.8%

48 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

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.

See what an AI agent reads on this site →

Assistants

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.

Where it stands

How Kali.Coffee compares

Where it stands

38 of 344 in Mumbai cafes and bars

Top 11% of the sites scanned in this index. Just above: Grey Soul Coffee Roasters - Bandra, Mumbai B, HnH Salad Co B. Just below: Pret A Manger B, Samvene-The Bagel cafe B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain89%yes
Publish the menu or price list as HTML44%no
Let AI crawlers in (no block at the server or in robots.txt)94%yes
Structured data with address, phone and hours25%no
Have an llms.txt50%no

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 236,086 sites55%25%73.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
The Cookie Dough123 mByes
W Lounge519 mFno
Hurrycane682 mFno
South High Kitchen and Bar970 mFno
Circle Cafe1.2 kmFno
Lords Inn Hotels & Developers Limited - Hotel Management Company1.4 kmCyes
Bombay Island1.6 kmCno
Tattva Spa Grand Sarovar Premier, Goregaon1.8 kmByes
Some Place Nice - Kitchen & Bar1.9 kmFno
20th Century Restaurant and Bar2.0 kmFno
Businesses like yours

Businesses like Kali.Coffee in Mumbai cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Mumbai cafes and bars34444%17%73.8%
Sites built with WordPress in Mumbai cafes and bars7055%16%73.8%

After the top fixes

With the two fixes above (Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 4th of 344 in Mumbai cafes and bars, up from 38th.

Findings

What to fix first

  1. Structured data is incomplete +7 points

    Missing: address, telephone, opening hours. How to fix it

  2. No menu or price list found +7 points

    Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it

  3. 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

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Mumbai cafes and bars. 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
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: wordpress · contact page /about-us/: nothing new; booking page /product/shoonya/: nothing new · What to paste

Owners

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.

· Markdown · Dispute a check

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.

Show the score

For developers and agents

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