The Direct Index
Report · Mumbai · scanned 2026-11-05

Jimmy Boy

jimmyboy.in is hard for agents to use.

Listed by OpenStreetMap · Overture Maps.

MenuWebsite

Ways to reach Jimmy Boy directly, with no marketplace in between. Checked 2026-11-05. Report a mistake

Nearby, also direct

Places near Jimmy Boy 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 Jimmy Boy's website. It can read what Jimmy Boy offers. To book or order, it is sent to Zomato, a marketplace.

53.8%

35 of 65 points available

0/5

agent-readiness level, Not Ready

4

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 →

Named by assistants

Named by ChatGPT for "A cheap lunch menu near the centre" in Mumbai, November 2026

Each assistant was asked the way people ask, with web search on, for up to three places in Mumbai and a link to each one's own site. This business was named in one answer, by 1 of the 2 assistants asked.

QuestionNamed byAsked
A cheap lunch menu near the centre.ChatGPT with a link to this site2026-11-05

Every place named in Mumbai, question by question.

Show it

The badge shows how many of the assistants asked named this business, and the month. It updates after every round.

Named by 1 of 2 assistants, Direct Index

<a href="https://directindex.org/r/jimmyboy.in"><img src="https://directindex.org/badge/named/jimmyboy.in.svg" alt="Named by 1 of 2 assistants, Direct Index" width="300" height="40"></a>
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.

Recommended when people ask:
“A cheap lunch menu near the centre.” (ChatGPT, with a link to this site)

Where it stands

How Jimmy Boy compares

Where it stands

299 of 866 in Mumbai

Top 35% of the sites scanned in this index. Just above: Golden Star Thali D, Hungry Head D. Just below: Khane Khas D, Madras Cafe D.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain94%no
Publish the menu or price list as HTML72%yes
Let AI crawlers in (no block at the server or in robots.txt)90%yes
Structured data with address, phone and hours24%no
Have an llms.txt38%no

Compared with its peers

Average scoreA or BThis site
Sites using Zomato 148 sites58%31%53.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Gateway Taproom212 mFno
Dwarka Veg Restaurant259 mFno
Otra261 mFno
Oye Kake indian297 mByes
Om Sai Juice and Pizza Centre317 mFno
Americano italian328 mFno
Fountain Sizzlers italian, thai, chinese, seafood, salad, salads, soup, sandwich, dessert, tea, coffee359 mCyes
Churchgate Restaurant indian359 mByes
Mahesh Lunch Home389 mFno
Punjab Grill north_indian440 mByes
Businesses like yours

Businesses like Jimmy Boy in Mumbai

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Mumbai86642%16%53.8%
Sites using Zomato in Mumbai6057%27%53.8%

After the top fixes

With the three fixes above (No structured data for the business; Booking only through zomato; Ordering only through swiggy), the score would be about 100%, which would be first of 866 in Mumbai.

Findings

What to fix first

  1. No structured data for the business +15 points

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

  2. Booking only through zomato +12 points

    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

  3. Ordering only through swiggy +12 points

    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

  4. 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. 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.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Menu or price list is an HTML page Agents can read the items and prices.

Builder: unknown · contact page /contact: nothing new; menu page /menu: 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