The Direct Index
Report · Leeds · scanned 2026-10-24

boojum

boojummex.com is ready for agents.

Listed by OpenStreetMap.

OrderMenuCallWebsite

Ways to reach boojum directly, with no marketplace in between. Checked 2026-10-24. On the business's own site. Report a mistake

Hours, from OpenStreetMap: Mon–Fri 11:30–22:00 · Sat–Sun closed

Merrion Street 92 LS2 8NG Leeds · +44 113 513 3670

Its menu mentions: allergens · Step-free access (OpenStreetMap)

Nearby, also direct

Places near boojum 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 boojum's website. It can read what boojum offers. It finds a way to book or order directly on the site.

86.3%

69 of 80 points available

0/5

agent-readiness level, Not Ready

3

things to fix

Action test, 2026-10-14: partial, there's a path, but an agent would have trouble with it. There is a button or a form, but no complete booking or ordering flow an agent can finish on this page.

Provisional, with 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.

The assistants were asked 22 everyday questions about Leeds and named 138 places. boojum wasn't one of them. See who was named →

Where it stands

How boojum compares

Where it stands

27 of 234 in Leeds

Top 12% of the sites scanned in this index. Just above: Nando's A, Pho A. Just below: Estabulo A, Fern Modern Sushi A.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML100%yes
Let AI crawlers in (no block at the server or in robots.txt)96%yes
Structured data with address, phone and hours58%no
Have an llms.txt42%no

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Blue Pavilion chinese12 mAyes
Hama korean, barbecue39 mByes
Taco Bell tex-mex65 mCyes
Pho 37 vietnamese68 mFno
Oba korean, japanese84 mCno
My Thai thai98 mCno
Fuji Hiro japanese104 mAyes
Turtle Bay caribbean136 mByes
Frankie & Benny's american141 mByes
Prezzo italian155 mByes
Businesses like yours

Businesses like boojum in Leeds

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Leeds23461%48%86.3%

After the top fixes

With the fix above (Structured data is incomplete), the score would be about 90%. That would be 15th of 234 in Leeds, up from 27th.

This site appears in 4 cities (4 places on boojummex.com). All the cities it's in →

Findings

What to fix first

  1. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

  2. 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

  3. The phone number on the site doesn't match the open map data

    The site shows +44-2890315334, but OpenStreetMap or Overture Maps lists +44 113 513 3670. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

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 Leeds. 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 (Restaurant) address, phone
  • 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: unknown · contact page /contact-us: nothing new; menu page /our-menu: nothing new; booking page /clickncollectni: 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