Opportunity score
61/100
???krevenue / month
??kdownloads / month
Good opportunity
48
Competing
4.5★
Avg rating
468,997
Reviews
#4
Top grossing
Your edge

This niche has clear room for a cleaner onboarding experience and better daily habit tracking. Competitors consistently miss the core loop users want.

Five signals · scored out of 20
Weak competition9 /20
Market size20 /20
Stale competitors3 /20
Search demand9 /20
Revenue proven20 /20
What to build

Features users are begging for

Daily streaks & widgets
Top complaints mention missing habit tracking widgets and home screen shortcuts.
Better onboarding flow
New users drop off in the first session due to complex initial setup.
Offline mode
Frequent requests for offline access across multiple competitor reviews.
Go-to-market

Best first keyword and country to target

Keyword
best keyword
Country
US
Strong autocomplete volume with low-rated competition in this territory. First-mover advantage available.
How users search

0 App Store autocomplete terms

How the market charges

Dominant: Free (no IAP)

Freemium subscription31%(15)
Freemium + lifetime6%(3)
Paid upfront2%(1)
Free (no IAP)60%(29)
Who you'd compete with

Top App Store results for this keyword

Scan, Track, Discover & Buy
4.8 ★Active
127,229 reviews
Vivino ApS
Free???k/mo
Scan & Track Wine Collection
4.7 ★Active
3,467 reviews
InVintory Wines Incorporated
Free???k/mo
Get fine wine. Right price.
4.8 ★Active
16,904 reviews
Wine-Searcher Ltd · 2 apps
Free???k/mo
What users complain about

5 low-rated reviews from top competitors

Firstleaf: Wine Scanner
★★☆☆☆ · 2026-03-20

Scanning issues

You’re scanning system does not work at all

InVintory: Wine Cellar Manager
★★★☆☆ · 2026-03-17

AI chat freeze

AI chat 100% of the time causes app to freeze when it responds, help!

Vivino: Drink The Right Wine
★☆☆☆☆ · 2026-03-08

Good app, but paid Support is terrible

I have being a subscriber for years and bought many thousands of $s worth of wine through them. I recently started running into issues ordering wine from a major winery. First their automated chat sup...

Wine-Searcher
★☆☆☆☆ · 2026-03-06

Total scam

I was hopeful, but ultimately astonished that they do not control any of the people that participate. I reached out to Wine-Searcher directly and asked for help when they failed to ship me a case of w...

InVintory: Wine Cellar Manager
★☆☆☆☆ · 2026-03-04

App still freezing up

Hi devs, what’s going on with this app? For the last 5 days or so, it freezes every time I try to search for a wine. I’ve deleted and reinstalled and still same problem.

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