Opportunities · United States

Opportunities in the United States

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.

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n = 6,312 answers6,312 promptsOct 28, 20263,156 niches scored

Niches

694

of 3,156 sampled

n = 1,388 answersOct 28, 2026

High scores

200

≥ 65 of 100

29%23%49%

Median AI demand

9.2K

asks / mo

Ad-free

448

no ad seen

65%35%

Top opportunities

The best-scoring niches of your selection, with the brands AI names in each.

Demand vs. concentration

Each dot is a niche. Bottom right: plenty of AI demand and no brand owning the answers.

Top-3 brand share ↑694 niches

AI asks / month · log scale →

HighMediumLowSize = catalog rate684 hidden by your plan

n = 1,388 answersOct 28, 2026

Where the high-opportunity niches are

High-scoring niches per top category

High-opportunity niches / all sampled niches. Click to filter.

Ranked niches

Best opportunity first. 2 AI answers per niche.

10 of 694 shown

Ranked niches in the United States
#		i	i	i	i	i
1	Carpet CleanersHome & Garden › … › Household Cleaning Products	High97	152.7K	100%	50%	0%	Bissell50% of mentions
2	Espresso MachinesHome & Garden › … › Coffee Makers & Espresso Machines	High97	152.7K	100%	50%	0%	Sur La Table100% of mentions
3	Air ConditionersHome & Garden › … › Climate Control Appliances	High96	186.8K	50%	100%	0%	Whirlpool16.7% of mentions
4	Microwave OvensHome & Garden › … › Kitchen Appliances	High96	186.8K	100%	0%	0%	Toshiba33.3% of mentions
5	Ceiling FansHome & Garden › … › Fans	High96	124.9K	18.8%	100%	0%	Modern Forms6.3% of mentions
6	Slow CookersHome & Garden › … › Food Cookers & Steamers	High96	124.9K	100%	0%	0%	Crock-Pot50% of mentions
7	Bird FeedersHome & Garden › … › Bird & Wildlife Feeders	High95	152.7K	37.5%	50%	0%	Perky-Pet12.5% of mentions
8	Carpet ShampooersHome & Garden › … › Floor & Steam Cleaners	High95	152.7K	100%	50%	0%	Tineco33.3% of mentions
9	Air PurifiersHome & Garden › … › Climate Control Appliances	High94	124.9K	100%	100%	0%	Coway50% of mentions
10	Alarm ClocksHome & Garden › … › Clocks	High94	124.9K	42.9%	50%	0%	Hatch14.3% of mentions

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How the score works

Three signals, weighted into a 0–100 score.

High ≥ 65Medium 45–64Low < 45

AI demand45%

Percentile of AI asks per month among categories at the same depth of the taxonomy.

Openness35%

100 − the top-3 brand share. Neutral (50) until a niche has enough answers to measure concentration.

Few ads20%

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