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. 2–4 AI answers per niche.
| # | i | i | |
|---|---|---|---|
| 1 | Ceiling FansHome & Garden › … › Fans | High99 | 56K |
| 2 | Dish Detergent & SoapHome & Garden › … › Household Cleaning Products | High99 | 37.6K |
| 3 | SandHome & Garden › … › Sands & Soils | High96 | 20.5K |
| 4 | DehumidifiersHome & Garden › … › Climate Control Appliances | High95 | 30.7K |
| 5 | Deep FryersHome & Garden › … › Kitchen Appliances | High95 | 30.7K |
| 6 | Outdoor GrillsHome & Garden › … › Kitchen Appliances | High93 | 25.1K |
| 7 | Advent CalendarsHome & Garden › … › Seasonal & Holiday Decorations | High93 | 25.1K |
| 8 | TractorsHome & Garden › … › Outdoor Power Equipment | High93 | 25.1K |
| 9 | RefrigeratorsHome & Garden › … › Kitchen Appliances | High93 | 20.5K |
| 10 | OvensHome & Garden › … › Kitchen Appliances | High93 | 20.5K |
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