MLC Cleaning Services
mlccleaning.co.uk is hard for agents to use.
Listed by Overture Maps.
Ways to reach MLC Cleaning Services directly, with no marketplace in between. Checked 2026-11-15. Report a mistake
Park House, Park Square West, LS1 2PW, Leeds · 07791880492
Places near MLC Cleaning Services that take a booking or an order on their own website, with no marketplace in between.
- Henry Moore Institute390 m
- icelolly.com390 m
The website's grade
An AI assistant can open MLC Cleaning Services's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.
28 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 12 everyday questions about Leeds tours, attractions and museums and named 47 places. MLC Cleaning Services wasn't one of them. See who was named →
How MLC Cleaning Services compares
Not ranked yet in Leeds tours, attractions and museums
The ranking updates every hour. This site joins it at the next update.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 70% | no |
| Publish the menu or price list as HTML | 10% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 0% | no |
| Have an llms.txt | 10% | no |
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 270,003 sites | 55% | 25% | 43.1% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Ccusa Uk | 133 m | D | no |
| T Q 3 | 238 m | F | no |
| Visit Leeds | 328 m | D | no |
| Leeds Cenotaph | 377 m | F | no |
| Event Genius | 384 m | F | no |
| Wagon Hoist Mini Musem | 386 m | D | no |
| Henry Moore Institute | 390 m | C | yes |
| icelolly.com | 394 m | B | yes |
| Going Places | 455 m | F | no |
| Maths City | 501 m | C | no |
Businesses like MLC Cleaning Services in Leeds tours, attractions and museums
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Leeds tours, attractions and museums | 23 | 40% | 4% | 43.1% |
| Sites built with WordPress in Leeds tours, attractions and museums | 41 | 50% | 2% | 43.1% |
After the top fixes
With the three fixes above (No structured data for the business; No ticket link on the website; No tickets and prices found), the score would be about 95.4%, which would be first of 23 in Leeds tours, attractions and museums.
What to fix first
- No structured data for the business +14 points
Add schema.org JSON-LD for the business (TouristAttraction, Museum, TravelAgency or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
- No ticket link on the website +13 points
There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a ticket or booking page. How to fix it
- No tickets and prices found +7 points
Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, and link to it from the homepage. How to fix it
- 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 Leeds tours, attractions and museums. 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.
Builder: wordpress · contact page /about-mlc/: nothing new · 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