Mandala
mandalastreetfood.co.uk is largely invisible to agents.
Listed by Overture Maps.
Ways to reach Mandala directly, with no marketplace in between. Checked 2026-10-21. Report a mistake
Lloyd Park House, Market, Lloyd Park, 531 Forest Rd, E17 4PP, London
Places near Mandala that take a booking or an order on their own website, with no marketplace in between.
- Shri Lakshmi Foods250 m · indian
- Buhler and Co260 m
- Pak al Reyan Restaurant London380 m · middle eastern
- Dhaka Tandoori520 m · indian
- Peking Chef530 m · chinese
The website's grade
AI assistants can't open Mandala's website, so they go by what other sites say about it.
7 of 65 points available
agent-readiness level
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 23 everyday questions about London and named 108 places. Mandala wasn't one of them. See who was named →
How Mandala compares
7,895 of 8,985 in London
Top 88% of the sites scanned in this index. Just above: Fredo's LDN F, Goodwhich F. Just below: Mel Tropical Kitchen F, Prosperity F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 87% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | no |
| Structured data with address, phone and hours | 64% | no |
| Have an llms.txt | 37% | no |
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with GoDaddy Website Builder 7,569 sites | 35% | 9% | 10.8% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Spicebox | 228 m | F | no |
| Shri Lakshmi Foods indian | 247 m | A | yes |
| London Cakes&Bakes | 255 m | D | no |
| Buhler and Co | 261 m | C | yes |
| Pinar Kebab kebab | 265 m | D | no |
| Pak al Reyan Restaurant London middle_eastern | 381 m | B | yes |
| Cinar Grill kebab | 502 m | D | no |
| Dhaka Tandoori indian | 516 m | A | yes |
| Peking Chef chinese | 528 m | F | yes |
| Sodo Pizza Café | 544 m | B | yes |
Businesses like Mandala in London
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London | 8,985 | 54% | 36% | 10.8% |
| Sites built with GoDaddy Website Builder in London | 134 | 39% | 16% | 10.8% |
After the top fixes
With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No booking or ordering link on the website), the score would be about 95.4%. That would be 187th of 8,985 in London, up from 7895th.
What to fix first
- The site turns away every visitor that isn't a browser, AI agents included +25 points
A plain fetch was refused (TimeoutError: The operation was aborted due to timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it
- 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
- 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
Send the fixes to your web person
No one is listed yet to fix this in London. 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.
- Menu or price list is an HTML page Agents can read the items and prices.
Builder: godaddy · A plain fetch got TimeoutError: The operation was aborted due to timeout; a real browser got the page, so the scan continues on the rendered page. · 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