Product niches ranked by the room they leave you: real AI demand, a brand ranking nobody owns yet and few ads competing inside the answers. Filter the map, then open a niche to see who AI recommends.
The best-scoring niches of your selection, with the brands AI names in each.
Each dot is a niche. Bottom right: plenty of AI demand and no brand owning the answers.
High-scoring niches per top category
Best opportunity first. 2 AI answers per niche.
| # | i | i | |
|---|---|---|---|
| 1 | KeyboardsElectronics › … › Input Devices | High98 | 228.3K |
| 2 | Network Storage SystemsElectronics › … › Storage Devices | High96 | 124.9K |
| 3 | Turntables & Record PlayersElectronics › … › Audio Players & Recorders | High94 | 124.9K |
| 4 | 3D PrintersElectronics › Print, Copy, Scan & Fax | High92 | 506.3K |
| 5 | Wireless RoutersElectronics › … › Bridges & Routers | High92 | 83.4K |
| 6 | MicrocontrollersElectronics › … › Semiconductors | High91 | 68.5K |
| 7 | EqualizersElectronics › … › Signal Processors | High91 | 45.7K |
| 8 | MotherboardsElectronics › … › Computer Circuit Boards | High91 | 45.7K |
| 9 | Home Theater SystemsElectronics › … › Audio Players & Recorders | High89 | 56K |
| 10 | Radio ScannersElectronics › … › Communication Radios | High89 | 56K |
Three signals, weighted into a 0–100 score.
Percentile of AI asks per month among categories at the same depth of the taxonomy.
100 − the top-3 brand share. Neutral (50) until a niche has enough answers to measure concentration.
100 − the highest ad rate across engines: fewer paid placements competing for the answer.
Niches are the most specific categories of the Google product taxonomy that got at least two AI answers in the United States: a short product search in Google AI Mode and a buying question in ChatGPT. AI demand comes from Google Keyword Planner volumes. Answers are refreshed monthly. How we measure