Compare · restaurants and fast food · as of 2026-10-14
Hamburg or London: whose businesses can AI agents use?
Hamburg: 2,105 business websites scanned, 30% take a booking or an order on their own site, 36% turn an AI crawler away, 20% score A or B. London: 3,072 business websites scanned, 60% take a booking or an order on their own site, 33% turn an AI crawler away, 40% score A or B. Numbers as of 2026-10-14.
| Hamburg | London |
|---|
| Business websites scanned | 2,105 of 2,327 with a site | 3,072 of 3,663 with a site |
| Take a booking or an order on their own site | 30% of 1,827 reachable | 60% of 2,543 reachable |
| Turn an AI crawler away at the edge | 36% of 1,827 reachable | 33% of 2,543 reachable |
| Score A or B | 20% 424 sites | 40% 1,224 sites |
Shares are over the reachable sites of each index, latest scan of each; A or B over all scanned. Methodology · Markdown · JSON · All cities ranked.
Findings
What the index found in each city
Menu or price list | Hamburg | London |
|---|
| HTML page | 41% 743 | 57% 1,457 |
| none | 38% 703 | 29% 739 |
| PDF | 14% 252 | 9% 235 |
| on the page | 5% 98 | 1% 24 |
| elsewhere | 2% 28 | 3% 80 |
| image | 0% 3 | 0% 8 |
Direct booking or ordering | Hamburg | London |
|---|
| none | 59% 1,080 | 30% 754 |
| own site | 26% 477 | 50% 1,273 |
| vendor on own site | 4% 72 | 10% 254 |
| marketplace | 7% 125 | 5% 130 |
| third party | 4% 73 | 5% 132 |
Site builder | Hamburg | London |
|---|
| Unknown | 50% 909 | 41% 1,050 |
| WordPress | 40% 722 | 38% 960 |
| Squarespace | 2% 38 | 10% 245 |
| Wix | 3% 53 | 5% 129 |
| Webflow | 2% 33 | 2% 43 |
| Shopify | 0% 5 | 3% 66 |
| Jimdo | 3% 62 | 0% 3 |
Booking and ordering vendors
Menu, channel and builder shares are over the reachable sites (1,827 in Hamburg, 2,543 in London). Vendor counts are sites whose booking or ordering runs through that vendor, direct or marketplace, from the daily vendor pass.
Month by month
Hamburg / London, month by month
Each cell reads Hamburg / London. A month is final once it ends; the current month updates hourly. Each city's dated pages: Hamburg, London.
| Month | Sites scanned | Book or order on their own site | Turn a crawler away | Score A or B |
|---|
| October 2026 so far | 2,327 / 3,661 | 30% / 60% | 36% / 33% | 424 / 1,224 |