Shiver: Cold Plunge Log
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See every keyword Shiver: Cold Plunge Log ranks for, who's blocking you, and one subtitle change that could move the needle.
Distribution Intelligence
Niche: cold plunge tracking app
Market Size
Micro
Unproven or very early stage
Top Competitor
2.3M ratings
Best ASO Gap
+36
popularity − difficulty
Users are frustrated that a previously free feature, the barcode scanner, is now locked behind a subscription paywall, making it less accessible for long-time users.
“when they required a subscription to keep the barcode reader I can’t justify the cost for just that feature.”
MyFitnessPal: Calorie CounterLong-time users are disappointed by the removal of the free barcode scanning feature, which they found essential for logging dietary items quickly.
“I was disappointed when they removed some of the features like scanning the barcode to log your dietary items.”
MyFitnessPal: Calorie CounterUsers report that the app sometimes fails to record calories burned, leading to frustration and discouragement after intense workouts.
“I work out hard and this app collects data then loses data.”
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| Pain point | MyFitnessPal: Calorie | Habit Tracker | Running Walking | RepCount | Apple Fitness |
|---|---|---|---|---|---|
| Barcode scanner requires subscription now | ✗ | ✗ | ? | ✗ | ? |
| Removal of free barcode scanning feature | ✗ | ✗ | ? | ✗ | ? |
| Inconsistent calorie tracking during workouts | ? | ✗ | ✗ | ✓ | ✗ |
| Inconsistent barcode scanning functionality | ✗ | ✗ | ? | ✓ | ? |
| Automatic pause feature when not moving | ? | ✓ | ✗ | ✓ | ? |
| Desire for more engaging features | ? | ✓ | ✗ | ✓ | ✓ |
| No way to categorize sets as back off sets | ? | ✓ | ? | ✗ | ✓ |
| App deletes logged info when exited | ? | ✗ | ? | ✗ | ✓ |
| Timer does not always alert during workouts | ? | ✗ | ? | ✗ | ✓ |
| No smartwatch integration for sets and reps | ? | ✗ | ? | ✗ | ✓ |
Green ✓ = competitor has solved it · Red ✗ = gap you can exploit
What everyone does
- •Tracks daily calorie intake
- •Logs workouts and fitness activities
- •Provides personalized fitness goals
- •Tracks calories burned
- •Offers detailed analytics and progress tracking
Gaps nobody covers
- •Does not include a food inspiration or recipe feature
- •Lacks social collaboration features for habit tracking
- •No integration with Apple Watch for seamless tracking
- •Does not provide guided workouts or meditations
- •No advanced statistics or graphs for workout performance
Interesting edges
- •Focuses specifically on cold plunge logging and tracking
- •Offers unique insights and benefits related to cold exposure
- •Targets a niche audience interested in cold plunge therapy
top app has 2309K iOS ratings · 74K monthly searches. Niche is unproven or very early stage. Apps exist but no single dominant winner.
~721K views across top videos (via MyFitnessPal: Calorie Counter reviews) · consider reaching out:
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Top keyword: “cold plunge”
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Scan a competitor free →Scouted Apr 10, 2026 · Powered by NicheScout