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App Imp

Tiktok content ideas and viral growth.

Installs
4785.7M

Across 10 of 17 apps we could match.

TikTok - Videos, Shop & LIVE has 97% of them.

  • 17 apps
  • 6,200 reviews held
  • 2,274 negative
  • Median $5.9914 of 16 charge. 1 more has no price data.

Every complaint, counted

Nothing here cleared the gap bar. This is the full ranking.

ThemeOf 2,274 negatives
  • Billing556 · 24.5% · 16 apps
  • Performance257 · 11.3% · 16 apps
  • Login & auth132 · 5.8% · 12 apps
  • Ads118 · 5.2% · 10 apps
  • Support102 · 4.5% · 11 apps
  • UX42 · 1.8% · 10 apps
  • Limits & caps33 · 1.5% · 10 apps
  • Accuracy20 · 0.9% · 6 apps
  • Sync & data20 · 0.9% · 6 apps

The tick marks the store-typical rate. A review can mention more than one theme, so these sum past 100%.

Potential customers

People the apps here do not serve, and what they asked for.

  • Outgrown itbulk entry 23

Counted in 1 to 4 star reviews. The small numbers are how many reviews named each thing. What they wrote is in the free trial.

Who’s in it

All 17 apps counted in this market · 2026-09-02.

Apps count as part of a market for 90 days after they last appear in it. Installs are Google Play's own count, last captured 2026-09-13. 10 of 17 apps have an Android listing we could match. A dash means we could not pair the two stores, not that the app is absent from Play.

What they charge, and what it costs them

Prices from Apple’s public pages; the share counts payment-mechanics language only.

AppMoney complaints
TrendTok Analytics & Tracker$2.99–$49.99 · 10 tiers14.7% of 82
Hashtag Expert: AI Captions$2.99–$249.99 · 9 tiers14.4% of 208
Go Viral: AI Creator Assistant$9.99–$49.99 · 5 tiers8.9% of 45
Zigazoo$0.99–$79.99 · 9 tiers6.7% of 119
TokRepost - Save Tik & Repost$5.99–$38.99 · 7 tiers5.6% of 89
Flibbo - AI Video Image Music$5.99–$99.99 · 10 tiers4.9% of 123
Coverstar - Positive Social$0.99–$99.99 · 10 tiers2.1% of 141
Scoopz: Your People Your Videofree1.7% of 175
TikTok - Videos, Shop & LIVE$0.29–$19.99 · 10 tiers0% of 890
TicPok - Bookmarker & Saver$9.99–$49.99 · 3 tiers0% of 22
Buffer: Plan & Schedule Posts$5.99–$144.99 · 10 tiers0% of 206
vidIQ for YouTube & Instagram$8.99–$199 · 10 tiers0% of 101
Blow Up: Go Viral With AI$17.99–$93.99 · 10 tiers0% of 19

What each one owns, where each is exposed

Go Viral: AI Creator Assistant

1,704 ratings · 75% negative

Owns. AI viral-scoring concept; 5-tier IAP up to $49.99

Exposed. Generic, same feedback regardless of niche — 'gave every one generic, same feedback' (1★); 75% negative share, highest in category

Mojo: AI Video & Reels Editor

138,329 ratings · 66% negative

Owns. Largest third-party reach; 10-tier IAP up to $79.99; strong template brand

Exposed. Chronic crashes losing user work; export quality differs from preview; billing anger from paying subscribers who still can't use the product

TrendTok Analytics & Tracker

64,123 ratings · 40% negative

Owns. Lowest anger among analytics-focused tools; 9-tier IAP up to $49.99; meaningful reach

Exposed. Niche misclassification — misreads content type, recommends wrong hashtags and music; accuracy complaints present

Buffer: Plan & Schedule Posts

33,760 ratings · 57% negative

Owns. Cross-platform scheduling; 9-tier IAP up to $144.99; established brand

Exposed. Clunky UX; unreliable posting; support described as 'utterly worthless'; billing anger when accounts can't be verified

TikTok Studio

34,944 ratings · 32% negative

Owns. Platform-native; free; zero IAP; direct API access; lowest negative share among large-reach apps

Exposed. Pointless without existing following; no niche content coaching; navigation instability forcing repeated reinstalls

vidIQ for YouTube & Instagram

18,849 ratings · 34% negative

Owns. Multi-platform analytics; 10-tier IAP up to $199; established creator-tools brand

Exposed. Ad quality complaints; skews YouTube-first, TikTok niche intelligence shallow

The Deep Report on this market

Each rival’s exposed weakness, what not to build, and the call, argued from the same reviews counted above.

Read the Deep Report

Browse the apps behind these counts

Every app we count, with the complaint it runs furthest above the store’s typical rate.

Open the app library

Is there a market for a new tiktok content ideas and viral growth app?

17 apps compete on this shelf, holding 6,200 App Store reviews. Those are counts, not a verdict. The page shows what is unfixed, not whether to build.

How many tiktok content ideas and viral growth app reviews did App Imp count?

6,200 US App Store reviews across 17 apps, 2,274 of them negative. Counted on the 2026-09-02 snapshot, never estimated.

How this is counted

Every number is arithmetic over the reviews we hold, re-counted weekly: nothing modelled, nothing scored. Themes come from a frozen pattern classifier rather than a model reading reviews, so the same review always lands in the same bucket. A market rate is pooled across every app here; the store rate is the same count across 12,743 apps. A complaint is only called a gap when at least half the market carries it, at least 20 reviews are behind it, and the market’s rate is elevated above the store’s, the same cutoff used everywhere on this site, because a problem concentrated in one app is that app’s bug, and a problem every app on the store shares is nobody’s gap.