3,661 restaurants and fast food in London with a website of their own, each a dot where OpenStreetMap places it, coloured by its Agent-Direct grade: 1,224 score A or B (the highlighter), 928 C or D (grey), 1,509 F (ink), 1,118 of those because the site could not be reached. As of 2026-10-15.
businesses on the map
score A or B
score C or D
score F
Coordinates and listings from OpenStreetMap contributors (ODbL); the frame is the index's bounding box. Grades from the latest full scan of each site. The SVG · Markdown · the leaderboard · places to book or order from directly.
Where OpenStreetMap's address tags name the neighbourhood (addr:suburb, addr:neighbourhood or addr:city), the places in each, and how many score A or B. Neighbourhoods with fewer than three places, and places without the tag, are on the map but not in this table.
| Neighbourhood | Businesses | A or B | Share |
|---|---|---|---|
| Twickenham | 32 | 8 | 25% |
| Islington | 31 | 13 | 42% |
| Richmond | 27 | 11 | 41% |
| Walton-on-Thames | 22 | 15 | 68% |
| Beckenham | 21 | 7 | 33% |
| Enfield | 20 | 8 | 40% |
| Harrow | 20 | 4 | 20% |
| South Croydon | 19 | 4 | 21% |
| Grays | 19 | 4 | 21% |
| Weybridge | 18 | 8 | 44% |
| Surbiton | 18 | 8 | 44% |
| Orpington | 18 | 7 | 39% |
| Croydon | 17 | 4 | 24% |
| Kingston upon Thames | 16 | 7 | 44% |
| Walthamstow | 16 | 2 | 13% |
