Oxford on a map: which restaurants and fast food can AI agents use?
The map shows 237 restaurants and fast food in Oxford with a website of their own. Each dot sits where OpenStreetMap places the business and is coloured by its Agent-Direct grade. 119 score A or B (yellow), 74 score C or D (grey) and 44 score F (ink). For 28 of the F grades, the site couldn't be reached. As of 2026-10-24.
businesses on the map
score A or B
score C or D
score F
Coordinates and listings come from OpenStreetMap contributors (ODbL). The frame is the index's bounding box. Grades come from the latest full scan of each site. The SVG · Markdown · the leaderboard · places to book or order from directly.
No neighbourhood table yet
The OpenStreetMap listings in this index don't name a neighbourhood in their address tags, so there's nothing to group by. OpenStreetMap mappers can add addr:suburb, and the table shows up the day after.