Data drops

What four AI assistants name, by city and trade

Name: Data drops: what four AI assistants name, by city and trade
Creator: Namebeam
Published: 2026-09-14
License: https://creativecommons.org/licenses/by/4.0/

One question, four engines, 30 days, every row public

2026-09-14

St. Louis, interior painting. Four AI assistants gave different answers when asked for an interior painter in St. Louis

Chicago, personal injury attorneys. Four AI assistants gave different answers when asked for a personal injury attorney in Chicago

Houston, HVAC repair. Four AI assistants gave different answers when asked for an HVAC company in Houston

Raw record: Hugging Face and Kaggle, CC BY 4.0. Index: namebeam.ai/ai-referral-index. Press: [email protected].