Cars and driving: in which cities do businesses list a website?
Measured as the share of cars and driving business records with a website, Portland is highest at 57.9% and Indianapolis lowest at 5.6%, across 23,600 OpenStreetMap records (extracts up to 11 Nov 2026).
Data © OpenStreetMap contributors, ODbL, extract of 11 Nov 2026. The CSV is under the same licence.
Website listed
| Name | Records | Website listed |
|---|---|---|
| Indianapolis | 323 | 5.6% |
| Birmingham | 434 | 6.7% |
| Ottawa | 805 | 8.3% |
| Phoenix | 639 | 9.7% |
| Dallas | 451 | 10.6% |
| Bristol | 276 | 11.6% |
| Johannesburg | 224 | 11.6% |
| Detroit | 231 | 11.7% |
| Kansas City | 159 | 11.9% |
| Glasgow | 174 | 12.1% |
| Sheffield | 245 | 13.1% |
| San Antonio | 374 | 13.1% |
| Toronto | 855 | 13.6% |
| Sydney | 808 | 13.7% |
| San Francisco | 166 | 13.9% |
| Charlotte | 234 | 14.1% |
| Leeds | 267 | 14.2% |
| Edmonton | 355 | 14.4% |
| Canberra | 166 | 15.1% |
| Singapore | 171 | 15.2% |
| Adelaide | 322 | 15.5% |
| Philadelphia | 268 | 15.7% |
| Hamilton | 185 | 15.7% |
| Cape Town | 192 | 16.1% |
| New York City | 1,106 | 16.4% |
| Los Angeles | 588 | 16.8% |
| Montreal | 368 | 16.8% |
| Tucson | 336 | 17.3% |
| Nottingham | 184 | 17.9% |
| Melbourne | 1,740 | 18.3% |
| San Jose | 425 | 18.6% |
| Baltimore | 199 | 18.6% |
| Columbus | 242 | 18.6% |
| Auckland | 1,164 | 19.1% |
| Albuquerque | 230 | 19.1% |
| Houston | 500 | 19.4% |
| Cardiff | 159 | 19.5% |
| London | 1,574 | 19.7% |
| Raleigh | 197 | 19.8% |
| Winnipeg | 249 | 20.1% |
| Chicago | 366 | 20.5% |
| Brisbane | 609 | 22.3% |
| San Diego | 251 | 23.1% |
| Dublin | 239 | 23.8% |
| Denver | 295 | 25.4% |
| Christchurch | 213 | 25.8% |
| Austin | 316 | 26.9% |
| Milwaukee | 214 | 28.0% |
| Edinburgh | 272 | 32.0% |
| Paris | 400 | 33.5% |
| Berlin | 1,359 | 38.8% |
| Vancouver | 183 | 39.3% |
| Calgary | 490 | 42.2% |
| Gold Coast | 192 | 49.5% |
| Seattle | 274 | 50.0% |
| Portland | 342 | 57.9% |
Method
Every cars and driving list in a city (auto repair shops, car dealers, car washes, driving schools) is combined and the share of OpenStreetMap records with a website, contact:website or url tag is calculated. Cities with fewer than 150 records in this group are left out.
Limits
A low share can mean that the city is less thoroughly mapped as much as that its businesses have no website; compare cities within one country first.
Cite this study
Cars and driving: which cities' businesses list a website. Get a List Of, 11 Nov 2026, from OpenStreetMap data (© OpenStreetMap contributors, ODbL). https://getalistof.com/data-studies/auto-website-coverage-by-city/
Questions
How was this measured?
Every cars and driving list in a city (auto repair shops, car dealers, car washes, driving schools) is combined and the share of OpenStreetMap records with a website, contact:website or url tag is calculated. Cities with fewer than 150 records in this group are left out.
What should I keep in mind?
A low share can mean that the city is less thoroughly mapped as much as that its businesses have no website; compare cities within one country first.
Can I reuse the numbers?
Yes. The CSV is a derived OpenStreetMap database under the Open Database License: credit OpenStreetMap contributors and keep changed versions under the same licence.