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App Imp

Tiktok creator trends analytics and growth.

Billing runs in 11 of the 11 apps here — nobody on this shelf has fixed it.

11 apps · 1,978 reviews held · 832 negative · 2026-08-24 snapshot

70/100 opportunity

6 of 6 factors · not advice
Nobody's fixed it11 of 11 apps100
How far above typical42.1% vs 32.1% typical33
How angrystar1.9 · 350 reviews75
People in the market258,991 ratings47
Room to enterleader holds 25% of ratings75
Willingness to pay10 of 11 charge · $2.99 entry91

Mostly solved: ads. 8 of 9 apps run below the store’s typical rate on it — while 11 of 11 still carry billing complaints.

How this is scored

Weighted mean of the sub-scores, weights re-normalized over whatever is computable (nobody's fixed it 25 · how far above typical 20 · how angry 15 · people in the market 15 · room to enter 15 · willingness to pay 10). Fixed anchors map each count to 0–100: breadth and willingness-to-pay are straight shares; the gap’s heat tops out at 4times the store’s typical rate; anger scores star3 as 0 and star1.5 as 100; reach runs 104 to 107ratings on a log scale; room to enter is one minus the leader’s share of shelf ratings. A factor that cannot be counted is dropped and named — never imputed. The site’s one composite (#115, owner decision 2026-08-15); cited industry benchmarks are never blended in.

5 gaps.

01

Billing — unfixed in 11 of 11 apps

elevated · 42.1% of this shelf’s 832 negative reviews, against 32.1% typical store-wide, at 1.87star average anger.

What they said · 350 reviews
  • Trial converted without clear consent40 of 350
  • Price judged too high for the value30 of 350
  • Cancellation blocked or broken8 of 350
  • Charge the user never authorised7 of 350
“Horrible — I sold a lot of things on Tiktok and then when i was winning a lot of money they deactivated my account and gave me a reason that my product was confusing and hard for customers to understand and took 4k from my account and i couldn’t sell anymore. They deactivated it”TikTok Shop Seller Center · 1star · Aug 20, 2026
“So restrictive. Too many rules — Every word is monitored by an AI system that hands out violations and restrictions in you even hint at certain things. You have to be so careful. Setting up shipping is not easy, neither is the flexibility of listing. You could loose all your money earned in the blink of an eye.”TikTok Shop Seller Center · 1star · Aug 13, 2026
“Not happy — I get my followers deleted all the time for no reason and I don’t get views unless I pay a large daily. Why not make a subscription yearly for all to be able to participate in TikTok streams and get to be able to make a living. I’m disabled and I would like to be able to work while I’m on line. Help!”TrendTok Analytics & Tracker · 3star · Aug 12, 2026
How it compares
this shelf
42.1%
350 of 832
store-wide
32.1%
typical
breadth
100%
11 of 11 apps
02

Accuracy — unfixed in 10 of 11 apps

elevated · 14.5% of this shelf’s 832 negative reviews, against 11.5% typical store-wide, at 1.54star average anger.

What they said · 121 reviews
“Not seeing growth or help — This has to be the most insane thing I’ve ever tried because I don’t see the growth. The numbers don’t match the actual growth that I have on YouTube so I’m not understanding what does this thing does because it’s not reflecting what I actually have done and the work that I put in, everything‘s behind it’s incorrect . It doesn’t show the right percentages you know and”Tracker for YouTube | Creatipi · 3star · Aug 22, 2026
“Makes things worse — Hey, I downloaded your app to better my videos I mean it does give me some suggestion, but even when I upgrade my video is still says that’s bad also like I upload I uploaded a lyric video to your app and it missed the context and gives me a wrong description i definitely don’t and won’t recommend your app thank you for wasting my time.”Go Viral: AI Creator Assistant · 1star · Jul 25, 2026
“Instagram connect doesn’t work — Instagram connect doesn’t work, so it’s not useful to me”vidIQ for YouTube & Instagram · 1star · Jul 19, 2026
How it compares
this shelf
14.5%
121 of 832
store-wide
11.5%
typical
breadth
91%
10 of 11 apps
03

Support — unfixed in 9 of 11 apps

elevated · 12.0% of this shelf’s 832 negative reviews, against 9.2% typical store-wide, at 1.64star average anger.

What they said · 100 reviews
“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.”TikTok Shop Seller Center · 2star · Aug 19, 2026
“Need help and unable to get it — The on boarding create so much stress, discouragement, and anxiety. You can do exactly what you’re asked to, and putting information exactly how they ask, uploading the exact documents after jumping hoops to obtain the documentation, and you will continuously be denied with the same error message. When you reach out to support for help so that they could potentiall”TikTok Shop Seller Center · 1star · Jul 31, 2026
“Ai support is trash — It sucks they don’t have actual support team it’s just Ai that doesn’t even work for a billion dollar company this is just sad”TikTok Shop Seller Center · 1star · Jul 31, 2026
How it compares
this shelf
12.0%
100 of 832
store-wide
9.2%
typical
breadth
82%
9 of 11 apps
04

Login & auth — unfixed in 11 of 11 apps

14.9% of this shelf’s 832 negative reviews, against 13.2% typical store-wide, at 2.04star average anger.

What they said · 124 reviews
“Horrible — I sold a lot of things on Tiktok and then when i was winning a lot of money they deactivated my account and gave me a reason that my product was confusing and hard for customers to understand and took 4k from my account and i couldn’t sell anymore. They deactivated it”TikTok Shop Seller Center · 1star · Aug 20, 2026
“Stole my money — I did do a free trial but it ended August 3rd. But that’s not the worst part. When I got money into my Apple account it immediately stole all the money I had in my account. And it made me make a purchase on the app a million times. I’m really need a refund”Go Viral: AI Creator Assistant · 1star · Aug 10, 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”vidIQ for YouTube & Instagram · 3star · Aug 1, 2026
How it compares
this shelf
14.9%
124 of 832
store-wide
13.2%
typical
breadth
100%
11 of 11 apps
05

Limits & caps — unfixed in 9 of 11 apps

3.1% of this shelf’s 832 negative reviews, against 2.8% typical store-wide, at 1.77star average anger.

What they said · 26 reviews
  • Core feature locked behind the paywall4 of 26
“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”vidIQ for YouTube & Instagram · 3star · Aug 1, 2026
“Vid Iq is trash — Vid IQ is absolutely garbage. I upgraded to find out that even with $60 you’re still limited. It doesn’t process requests and burns 3x the amount just about every request. Once I upgraded they just bug out more and make you use more of your credits. This app is a scam. Absolutely worthless. The YouTube channels are cool though. Until they refund me at least 800-1000 credits I won”vidIQ for YouTube & Instagram · 1star · Jul 8, 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”TrendTok Analytics & Tracker · 1star · May 21, 2026
How it compares
this shelf
3.1%
26 of 832
store-wide
2.8%
typical
breadth
82%
9 of 11 apps

Is there a market for a new tiktok creator trends analytics and growth app?

11 apps compete on this shelf, holding 1,978 App Store reviews — and the widest unfixed complaint, billing, runs in 11 of 11 of them at 42.1% of negative reviews against 32.1% 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 11 of 11 apps, 42.1% of negative reviews; 2. Accuracy — in 10 of 11 apps, 14.5% of negative reviews; 3. Support — in 9 of 11 apps, 12% of negative reviews; 4. Login & auth — in 11 of 11 apps, 14.9% of negative reviews; 5. Limits & caps — in 9 of 11 apps, 3.1% of negative reviews.

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

1,978 US App Store reviews across 11 apps, 832 of them negative — counted on the 2026-08-24 snapshot, never estimated.

Searched on the App Store.

Apple’s own suggestions for tiktok creator trends analytics and growth terms, in their order.

save tiktok videos without watermarksave tiktok videosapp to save tiktok videos like tictok saverai captions from images

Searched, but no app on this shelf says it in its name.

Who’s in it

All 11 apps counted on this shelf · 2026-08-24.

App
TrendTok Analytics & Tracker65,37245%13%6%7%
Tracker for YouTube | Creatipi45,02733%50%—17%
TicPok - Bookmarker & Saver38,48527%27%—5%
Hashtag Expert: AI Captions36,47772%8%10%15%
TikTok Shop Seller Center25,27418%11%28%23%
ReelTrends - AI Creator Tools20,96952%13%5%3%
vidIQ for YouTube & Instagram19,22038%24%7%14%
Followers Tracker App3,71044%15%7%27%
TikDown: Save TikTok Video2,25529%5%8%3%
Go Viral: AI Creator Assistant2,01769%22%9%4%
Mysocial: AI Creator Manager18567%—22%33%

Each cell: that app’s share of its own negative reviews. Bold from 1.15 times the store’s typical rate for that complaint, and only where an app holds 20+ negative reviews. Click a column to sort.

What they charge, and what it costs them

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

AppMoney complaints
Hashtag Expert: AI Captions$2.99–$249.99 · 9 tiers31.5% of 108
TrendTok Analytics & Tracker$2.99–$49.99 · 10 tiers15.9% of 82
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
Tracker for YouTube | Creatipi$2.99–$59.99 · 8 tiers0% of 12
TicPok - Bookmarker & Saver$9.99–$49.99 · 3 tiers0% of 22
vidIQ for YouTube & Instagram$8.99–$199 · 10 tiers0% of 99
TikDown: Save TikTok Video$2.99–$59.99 · 10 tiers0% of 38
Mysocial: AI Creator Manager$7.99–$199.99 · 10 tiers0% of 9

What each one owns, where each is exposed

Hashtag Expert: AI Captions

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

TikTok Shop Seller Center

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

ReelTrends - AI Creator Tools

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

TrendTok Analytics & Tracker

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

vidIQ for YouTube & Instagram

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

Go Viral: AI Creator Assistant

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

Followers Tracker App

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

Noise - Make Money Posting

Owns. 44,951 ratings; no IAP friction

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

TikDown: Save TikTok Video

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

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
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 shelf rate is pooled across every app here; the store rate is the same count across 12,122 apps. A complaint is only called a gap when at least half the shelf carries it and at least 20 reviews are behind it — a problem concentrated in one app is that app’s bug.