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Shopping app ideas

17 Shopping niches measured on the App Store and Google Play, scored every night from public store data. None scores 60 or more yet; the best is 43, and half score above 36.

Niches

17

Score 60+

0

Best score

43

Moved this week

6

See the ranked nichesOctober 2026 report

How the scores spread

14
3
0102030405060708090

Niches per score band; 60 and above in green. The median is 36. How scores are made

Stores

  • App Store14
  • Google Play3

Measured most in

  • United States16
  • Spain1

What users complain about

  • waste time1 niche · 3 reviews

    “This app is horrible it is inconsistent and a huge waste of time”

  • subscription yet1 niche · 2 reviews

    “I tried the free trial and i cancelled the due date subscription yet I got charged”

  • false advertisement1 niche · 2 reviews

    “False advertisement.”

  • shop app useless1 niche · 2 reviews

    “Now that this feature is gone the shop app is useless to me.”

  • please refund1 niche · 2 reviews

    “Can you please refund my money or send me some extra extra extra extra extra large?”

From low-star reviews of the leading apps in the strongest niches, last 30 days.

Which niches are these?

The ranked list names them, with the case for each: demand, money, rivals and what is moving. The top of the list is open to everyone; Pro opens all of it.

Open the list