The local digital gap · extract of

The local digital gap in Los Angeles, CA

5,542 of 8,473 named businesses on the Los Angeles, CA map list no website: 65%. Across the 39 United States cities in the study it is 56%; counting down from the highest share without one, Los Angeles, CA comes 8 of 39.

The biggest gap is restaurants: 1,797 of 2,785 list no website. The highest share is dry cleaners at 96%. Lawyers are the most likely to list one: 18% without.

8,473named businesses read
65%list no website
66%list no phone number
72%list no opening hours

"No website listed" means the map record has no website tag, not that the business has no website. Method.

Los Angeles, CA, by kind of business

Kinds of business with at least 20 named records in Los Angeles, CA, the most businesses without a website listed first.

  1. Restaurants 65%1,797 of 2,785
  2. Cafes 52%456 of 873
  3. Clothing stores 73%350 of 481
  4. Hair salons 85%282 of 331
  5. Auto repair shops 82%262 of 321
  6. Beauty salons 83%185 of 222
  7. Gyms 74%169 of 228
  8. Supermarkets 48%156 of 325
  9. Hotels 58%152 of 263
  10. Bars 64%143 of 224
  11. Dentists 71%133 of 187
  12. Doctors and clinics 65%125 of 193
  13. Nail salons 94%119 of 126
  14. Bakeries 63%107 of 170
  15. Dry cleaners 96%103 of 107
  16. Pharmacies 56%91 of 163
  17. Car dealerships 65%62 of 95
  18. Furniture stores 78%62 of 79
  19. Jewelry stores 63%57 of 91
  20. Car washes 89%54 of 61
  21. Florists 79%53 of 67
  22. Veterinarians 88%52 of 59
  23. Insurance agents 75%48 of 64
  24. Accountants 80%45 of 56
  25. Real estate agents 74%42 of 57
  26. Bookstores 58%36 of 62
  27. Opticians 73%35 of 48
  28. Pet stores 56%32 of 57
  29. Pet groomers 84%32 of 38
  30. Event venues 60%28 of 47
  31. Hardware stores 39%27 of 69
  32. Pubs 49%26 of 53
  33. Bike shops 58%26 of 45
  34. Tattoo studios 72%26 of 36
  35. Nightclubs 50%20 of 40
  36. Lawyers 18%17 of 94
  37. Photographers 44%16 of 36
  38. IT services 43%10 of 23
  39. Financial advisors 50%10 of 20
  40. Plumbers 32%7 of 22
Named OpenStreetMap business records in Los Angeles, CA, extract of 11 November 2026.
Kind of businessNamedOwn websiteSocial page onlyNo websitePhoneOpening hours
Restaurants2,78598081,79735%32%
Cafes873411645643%37%
Clothing stores481130135026%24%
Hair salons33148128224%17%
Auto repair shops32158126227%17%
Beauty salons22237018521%12%
Gyms22859016923%13%
Supermarkets325169015651%51%
Hotels263111015236%2%
Bars22480114328%37%
Dentists18754013332%19%
Doctors and clinics19368012533%30%
Nail salons1267011914%10%
Bakeries17063010739%35%
Dry cleaners1074010311%16%
Pharmacies1637209116%17%
Car dealerships953306229%20%
Furniture stores791706225%24%
Jewelry stores913225736%30%
Car washes61705416%21%
Florists671405324%15%
Veterinarians59705220%22%
Insurance agents641604830%14%
Accountants561104520%11%
Real estate agents571504226%18%
Bookstores622603640%39%
Opticians481213521%21%
Pet stores572503249%40%
Pet groomers38603229%18%
Event venues471902813%6%
Hardware stores694202767%54%
Pubs532702640%38%
Bike shops451902651%33%
Tattoo studios36822628%31%
Nightclubs402002028%20%
Lawyers947701782%59%
Photographers362001642%39%
IT services231301043%30%
Financial advisors201001050%30%
Plumbers22150764%45%

Download Los Angeles, CA's numbers

CSV JSON All 84 cities

Data © OpenStreetMap contributors, ODbL. The CSV and JSON are a derived database under the same licence: credit OpenStreetMap contributors and share any adapted version under the ODbL.

Cite this study

Get a List Of (2026). The local digital gap in Los Angeles, CA: websites, phone numbers and opening hours of 8,473 local businesses on OpenStreetMap. Extract of 11 November 2026. https://getalistof.com/local-digital-gap/los-angeles-ca/

Link to getalistof.com/local-digital-gap/los-angeles-ca/. Reusing the numbers or the CSV? Credit OpenStreetMap contributors too, and keep any changed version of the data under the ODbL.

The local digital gap: every city · Every free list in Los Angeles, CA