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

Bombay Coffee House

bombaycoffeehouse.com is largely invisible to agents.

Listed by OpenStreetMap · Overture Maps.

Website

Ways to reach Bombay Coffee House directly, with no marketplace in between. Checked 2026-11-05. Report a mistake

Nearby, also direct

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

Owners

The website's grade

Some AI assistants are turned away by Bombay Coffee House's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

33.4%

21.7 of 65 points available

0/5

agent-readiness level, Not Ready

5

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 Bombay Coffee House compares

Where it stands

247 of 344 in Mumbai cafes and bars

Top 72% of the sites scanned in this index. Just above: The Bar Stock Exchange F, saffron eatery bar F. Just below: MIG Club Cloud 9 Bar F, Mountain love Mumbai F.

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

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Poetry by Love and Cheesecake206 mByes
Bonobo260 mBno
House of Paloma286 mByes
Shake Square339 mCno
Brakefree362 mFno
Cool Story388 mCyes
Bombay Brioche426 mBno
Moti Mahal426 mFno
The Little Easy467 mFno
Gloria Jean's Coffees Mumbai499 mByes
Businesses like yours

Businesses like Bombay Coffee House in Mumbai cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Mumbai cafes and bars34444%17%33.4%

After the top fixes

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 90.3%. That would be 5th of 344 in Mumbai cafes and bars, up from 247th.

Findings

What to fix first

  1. No structured data for the business +15 points

    Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. No booking or ordering link on the website +15 points

    There's no link on the site for an agent to follow. 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 on your own domain. How to fix it

  3. 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

  4. 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. How to fix it

  5. 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 There's no robots.txt, which means everything is allowed.

Builder: unknown · 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