klaibel
Users unhappyIncumbents not updatedNot yet checked against local search

Wine cellar tracking app for Japanese collectors

Japan — Food & Drink, for consumers. Niche: Wine Cellar Tracker.

Data from the week of 19 Oct 2026, refreshed every two weeks.

Our call

No call yet
#1,525of 18,649
this week
Fair · Top 25%

Score 53/100 · why few pass 70

We have not checked this against App Store search in Japan yet, so we won’t call it. Checks run every day, highest-scoring openings first.

At a glance

Demand
Low, against you
5,160 ratings
Revenue
Medium, neither for nor against you
1 top-grossing
Competition
Low, in your favour
0 established in Japan
Leading apps
—
Not rated yet
How the score of 53 is made
53

score out of 100

  • Demand37

    5,160 ratings in the US and UK, 0 in Japan

  • Revenue36

    1 of the top 2 on a top-grossing chart in the last 30 days; 1 paid

  • Room locally100

    0 established apps in Japan (75+ ratings, scaled to the market’s size)

  • Language gap50

    Not checked in local search yet — counted as neutral (50) at most

  • Incumbent weakness100

    1 of 2 not updated in a year

  • AI gap30

    2 of the top 2 not built around AI

  • Momentum—

    History building since 19 Oct 2026 — counted as neutral (50) for now

Why this is an opening

The local market lacks strong, actively maintained wine cellar management apps. 1 of the top apps is stale, and 2 are not localized for Japanese users. This creates an opportunity for a modern, well-maintained local product.

Not yet checked against local App Store search. Checks run every day, highest-scoring openings first.

How strong the competition is

The leading apps in this niche

The niche’s apps available in Japan, ranked by their share of ratings here and in the United States and United Kingdom; stars in Japan where it has them.

AppRatings in JapanRatings US + UKStarsJapaneseLast updateAI
My wine cellar pro00—NoNov 2021No AI
InVintory: Wine Cellar ManagerNot in this store05,1604.8YesOct 2026AI feature

See all competitors, complaint themes and history.Get 30 days — €19 →

Is demand growing

New ratings each week in Japan, added up over the leading apps. A rating count only grows, so a week’s rise is the people who rated that week.

New ratings per week, Japan
  • Last 4 weeks
  • 4 weeks before
  • Earlier
Weekly trend for members

Members see the weekly trend.

Show as a table
WeekNew ratings
Members—

What users complain about

Too few low-star reviews to group into complaints yet.

If you build it

The smallest app that answers what users complain about and what the leaders leave out. Each feature says where it comes from.

  • What apps here chargethe leading apps' in-app prices, once we have read themMembers

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What would kill this

Up to three things that would end this opening, each tied to the data.Get 30 days — €19 →

The same niche in other markets

Score by market
  • This market
  • Other markets

✓ checked against local App Store search. Other markets are named for members.

Show as a table
MarketScoreChecked against local search
Members57Not yet
Members56Not yet
Members54Not yet
Members53Not yet
Members53Not yet
Members53Not yet
Members53Not yet
Japan53Not yet
Members53Not yet
Members53Not yet
Members53Not yet
Members50Not yet
Members50Not yet
Members49Not yet
Members49Not yet
Members49Not yet
Members48Not yet
Members45Not yet
Members41Yes
Members33Yes
Members29Yes
Members29Yes
Members29Yes
Members29Yes

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Scored 2026-10-26 with score version 4. How the score works. Store data only: we do not estimate revenue or downloads.