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

292

of 3,156 sampled

n = 584 answersOct 28, 2026

High scores

104

≥ 65 of 100

36%24%41%

Median AI demand

37.6K

asks / mo

Ad-free

123

no ad seen

42%58%

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 ↑292 niches

AI asks / month · log scale →

HighMediumLowSize = catalog rate282 hidden by your plan

n = 584 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 292 shown

Ranked niches in the United States
#		i	i	i	i	i
1	ApplesFood, Beverages & Tobacco › … › Fresh & Frozen Fruits	High99	2.1M	No brand	0%	0%	No brand named
2	FigsFood, Beverages & Tobacco › … › Fresh & Frozen Fruits	High99	622.5K	100%	0%	0%	FIGS100% of mentions
3	Bok ChoyFood, Beverages & Tobacco › … › Greens	High99	83.4K	100%	0%	0%	WeightWatchers100% of mentions
4	SojuFood, Beverages & Tobacco › … › Shochu & Soju	High99	83.4K	100%	0%	0%	Jinro33.3% of mentions
5	BananasFood, Beverages & Tobacco › … › Fresh & Frozen Fruits	High98	279.3K	100%	0%	0%	Cavendish100% of mentions
6	BrandyFood, Beverages & Tobacco › … › Liquor & Spirits	High98	186.8K	100%	0%	0%	Martell50% of mentions
7	DatesFood, Beverages & Tobacco › … › Fresh & Frozen Fruits	High98	186.8K	No brand	0%	0%	No brand named
8	MSGFood, Beverages & Tobacco › … › Seasonings & Spices	High97	415K	100%	100%	0%	Ajinomoto33.3% of mentions
9	BagelsFood, Beverages & Tobacco › … › Bakery	High97	279.3K	100%	0%	0%	PopUp Bagels50% of mentions
10	PomegranatesFood, Beverages & Tobacco › … › Fresh & Frozen Fruits	High97	152.7K	No brand	0%	0%	No brand named

+282 more nichesFree with an AI Rankia accountLog in to see all

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