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 | ToiletsHardware › … › Toilets & Bidets | High96 | 20.5K |
| 2 | Cement MixersHardware › … › Masonry Tools | High95 | 37.6K |
| 3 | PaintHardware › … › Painting Consumables | High91 | 16.8K |
| 4 | FlashlightsHardware › … › Flashlights & Headlamps | High89 | 13.7K |
| 5 | Bathroom SinksHardware › … › Sinks | High87 | 11.2K |
| 6 | Shower BasesHardware › … › Shower Parts | High87 | 11.2K |
| 7 | RulersHardware › … › Measuring Tools & Sensors | High86 | 11.2K |
| 8 | AmmoniaHardware › … › Chemicals | High81 | 9.2K |
| 9 | Knife GuidesHardware › … › Measuring Tools & Sensors | High81 | 9.2K |
| 10 | BathtubsHardware › … › Plumbing Fixtures | High81 | 7.5K |
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 Spain: 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