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Tiktok creator trends analytics and growth.

10 apps · 2,292 reviews held · 1,009 negative · 2026-09-02 snapshot

The market’s shape

1.9star
How angry
44%
Negative reviews
76%
Room to enter
8 of 10
Willingness to pay

Mostly solved: ads. 8 of 9 apps run below the store’s typical rate on it, while 10 of 10 still carry billing complaints.

3 gaps.

Shares of this market’s 1,009 negative reviews.

Billingelevated

46.7% vs 30.8% typical store-wide.

Counted in 471 reviews · 10 of 10 apps · 1.9star mean

What they said · 3 of 471
  • vidIQ for YouTube & Instagram3star· Aug 30, 2026

    One big flaw — You get basically nothing if you don’t pay, and when you do pay for tier one you get a set amount of times you can do things until the next month (when you pay again.) however when you can use it it helps A LOT

  • Noise - Make Money Posting2star· Aug 21, 2026

    Deceiving — I downloaded this app as it was advertised as ugc roles but that’s not the case. They pay is so low($10 a video) and they only give you extra money based on a certain number of views and even that is kinda low. They want free content and essentially actual influencers(people who already have a hugh reach) but don’t wanna offer anywhere near influencer pay. I feel like the positive revi

  • Noise - Make Money Posting1star· Aug 15, 2026

    Scam — The app seemed great and I posted a video through Facebook reels and received $13. It seemed like it was under review so no big deal. I checked back a few hours later and it said that my content was rejected for “view manipulation” as if I bought fake views when in reality my content is being pushed heavily right now by Facebooks algorithm. I don’t buy views. So, seems like a scam. It’s ver

Named problems · 4
  • Trial converted without clear consent40 of 471
  • Price judged too high for the value30 of 471
  • Cancellation blocked or broken6 of 471
  • Charge the user never authorised6 of 471

Limits & capselevated

2.8% vs 1.9% typical store-wide.

Counted in 28 reviews · 8 of 10 apps · 1.5star mean

What they said · 3 of 28
  • vidIQ for YouTube & Instagram3star· Aug 1, 2026

    I don’t trust it — This app works, and is actually somewhat helpful, but I have a hard time trusting it. First off, it relies heavily on generative ai which is already a red flag, but it also requires full access to your account. In theory it could start uploading things to your account without you even knowing. Also, way too much is behind a paywall. It’s so stupid just how much stuff I can’t use

  • TrendTok Analytics & Tracker1star· May 21, 2026

    Asked me to rear review before even attempting to use it — So here’s my review he asked me several questions and I answered them and it’s asked me to do a review before it actually ever shows me anything it asked me to do a review so I am reviewing it a one star since I can’t show me anything and asked me later after it shows me and how much they’re gonna charge so that is my honest review of ever

  • TikTok Shop Seller Center1star· Apr 8, 2026

    0 stars if I could — This is so bad I broke down crying and my blood pressure spiked to 200 almost giving me a heart attack with so much stressed I gained dealing with this app and this process that they claim can help us out I have made multiple attempts to complete verification, submitted several forms of identification, and followed all required steps, yet my application continues to be reject

Named problems · 1
  • Core feature locked behind the paywall4 of 28

Supportelevated

9.9% vs 7.8% typical store-wide.

Counted in 100 reviews · 9 of 10 apps · 1.6star mean

What they said · 3 of 100
  • TikTok Shop Seller Center2star· Aug 19, 2026

    Seller Center Gets Great Traffic (literally the only positive thing about it) — The seller center interface is far from intuitive, and their support staff is worse than incompetent. I’ve yet to had a question they’ve understood or could answer.

  • Noise - Make Money Posting3star· Aug 7, 2026

    Customer service does not help — I’ve been having so many issues with my earnings. I’ve done everything I could do to get help and not a single person replies. It’s been weeks and still no answer. My videos with thousands of views say it’s rejected for manipulation and took away all my earnings. I need help and customer service does not car.

  • Noise - Make Money Posting1star· Aug 1, 2026

    Misleading — This app requires you to post already created content, videos and posts that are for advertising. You need over 1k views and then it doesn’t give you the rewards they say you will earn. Customer service is non existent. My daughter an I both used this for over a year and just stopped posting. Our content still gets views but neither of us have ever been able to cash out. Again there i

Also counted

ThemeOf 1,009 negatives
  • Performance119 · 11.8% · 10 apps
  • Login & auth75 · 7.4% · 7 apps
  • UX37 · 3.7% · 7 apps
  • Ads28 · 2.8% · 9 apps
  • Accuracy17 · 1.7% · 7 apps
  • Sync & data2 · 0.2% · 2 apps

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

Is anyone looking for this?

What Apple and Google complete after tiktok creator trends analytics and growth, in their order.

App Store
save tiktok videos without watermarkai creator assistantsave tiktok videosapp to save tiktok videos like tictok saverai captions from images

Marked App Store phrases are searched, but no app in this market says them in its name.

Who’s in it

All 10 apps counted in this market · 2026-09-02.

Installs are Google's own count. None of these apps has an Android listing we could match yet.

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 · 9 tiers15.9% of 82
Hashtag Expert: AI Captions$2.99–$249.99 · 9 tiers15.8% of 208
Followers Tracker App$1.99–$59.99 · 10 tiers13.6% of 110
Go Viral: AI Creator Assistant$9.99–$49.99 · 5 tiers8.9% of 45
ReelTrends - AI Creator Tools$2.99–$59.99 · 9 tiers3.7% of 107
Noise - Make Money Postingfree2.9% of 103
Tracker for YouTube | Creatipi$2.99–$59.99 · 8 tiers0% of 11
vidIQ for YouTube & Instagram$8.99–$199 · 10 tiers0% of 101
TikDown: Save TikTok Video$2.99–$59.99 · 10 tiers0% of 38

What each one owns, where each is exposed

Owns. Mass reach (36,479 ratings); familiar hashtag + caption workflow

Exposed. 72% negative; $90/yr price point draws open hostility; support goes dark for months; freezes on every subscription tier

Mojo: AI Video & Reels Editor

Owns. Largest footprint in category (138,329 ratings); broad IAP ladder $6.99–$79.99; video editing depth

Exposed. 66% negative; crashes destroy paid work; output differs from preview; content stripped then repriced as AI upsell

Owns. Platform-native (24,151 ratings); zero cost to enter; Shopify promise

Exposed. 77% — highest anger in set; Shopify sync broken; tickets ignored; bans users without recourse

Owns. 20,011 ratings; 9-tier IAP $2.99–$59.99; trend-focused framing

Exposed. 55% negative; 99% of advertised content behind paywall with no preview; IG sound integration fails

Owns. Lowest negative rate among analytics-pure apps (40%); 64,123 ratings; widest real reach in niche

Exposed. Niche misclassification (romance tagged abuse); hashtag and music recommendations wrong for specialized creators; accuracy mean star 1.54

Owns. 18,849 ratings; $8.99–$199 IAP; cross-platform brand recognition

Exposed. 34% negative; suggested content triggers copyright risk; metrics displayed confusingly; TikTok is secondary to its core YouTube identity

TikTok Studio

Owns. Platform-native, free, no IAP; 34,944 ratings; only app with 32% negative

Exposed. Useless below a threshold following; persistent crash on drafts; creator label forced on account with no removal path

Owns. 5-tier IAP $9.99–$49.99; AI-forward branding

Exposed. 75% negative — second-highest anger; tiny real footprint (1,704 ratings); all the billing and limits complaints at small scale

Owns. 3,709 ratings; broad IAP $3.99–$139.99

Exposed. 54% negative; post-time recommendations described as fabricated; support 404s; scheduling requires user to manually post via iMessage

Owns. 44,951 ratings; no IAP friction

Exposed. Withdrawal blocked after verification; no support contact; creators describe it as a scam — structural trust problem

Owns. 2,256 ratings; entry IAP at $2.99

Exposed. 60% negative; single free use then paywall without disclosure upfront

TikTrends-Followers,Likes,Fans

Owns. 7,068 ratings; low negative rate (38%)

Exposed. Described as showing only profile pictures; no actionable analytics delivered; billing with no service

Mysocial: AI Creator Manager

Owns. Broadest IAP ceiling in set ($199.99); 10 tiers

Exposed. 60% negative; near-zero real footprint (186 ratings); premium price unvalidated at scale

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 creator trends analytics and growth app?

10 apps compete on this shelf, holding 2,292 App Store reviews. And the widest unfixed complaint, billing, runs in 10 of 10 of them at 46.7% of negative reviews against 30.8% typical. Those are counts, not a verdict. The page shows what is unfixed, not whether to build.

What do users complain about most in tiktok creator trends analytics and growth?

1. Billing: in 10 of 10 apps, 46.7% of negative reviews; 2. Limits & caps: in 8 of 10 apps, 2.8% of negative reviews; 3. Support: in 9 of 10 apps, 9.9% of negative reviews.

How many tiktok creator trends analytics and growth app reviews did App Imp count?

2,292 US App Store reviews across 10 apps, 1,009 of them negative. Counted on the 2026-09-02 snapshot, never estimated.

How markets are ranked

We give each market a mark out of 100 for seven things (nobody's fixed it 20 · above the norm 15 · how angry 10 · room to build 15 · room to enter 15 · getting bigger 20 · willingness to pay 5). Then we multiply the marks together. We do not average them.

Averaging lets a market hide one bad problem behind good numbers. Multiplying means one bad mark pulls the whole score down. That is the point. A market you cannot win is still a market you cannot win, however badly it is served.

Each mark has a fixed rule. Nobody’s fixed it and willingness to pay are plain shares. Above the norm maxes out at 4 times the store’s usual rate. How angry runs from star3.0 down to star1.5. Room to enter is what the biggest app does not own. Getting bigger hits 100 at 10% growth. Room to build is different. It is a sweet spot, not a size. A market can be too small to live on, or too big to break into.

If we cannot count something, we leave it out. We never guess it. The score only sorts this list. Every other number you see on a market is counted.

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 12,728 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.