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App Imp

Twitter analytics and creator growth.

Accuracy runs in 8 of the 9 apps here — nobody on this shelf has fixed it.

9 apps · 1,783 reviews held · 909 negative · 2026-08-24 snapshot

68/100 opportunity

6 of 6 factors · not advice
Nobody's fixed it8 of 9 apps89
How far above typical22.7% vs 11.5% typical50
How angrystar1.4 · 206 reviews100
People in the market75,436 ratings29
Room to enterleader holds 60% of ratings40
Willingness to pay8 of 8 checked charge · $6.49 entry100

Mostly solved: ads. 6 of 7 apps run below the store’s typical rate on it — while 8 of 9 still carry accuracy 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

Accuracy — unfixed in 8 of 9 apps

high · 22.7% of this shelf’s 909 negative reviews, against 11.5% typical store-wide, at 1.40star average anger.

What they said · 206 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
22.7%
206 of 909
store-wide
11.5%
typical
breadth
89%
8 of 9 apps
02

Login & auth — unfixed in 9 of 9 apps

elevated · 15.4% of this shelf’s 909 negative reviews, against 13.2% typical store-wide, at 2.55star average anger.

What they said · 140 reviews
“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
“Money Grab, Constant Troubleshootinh — Every day I have to re login to my account and re authorize my account. Sometimes I have to do it 5 times in a row for it to even work. If you even want to learn anything about your niche and channel $19 a month. Ask to rate your shorts $19 a month. Complete scam if you don’t pay.”vidIQ for YouTube & Instagram · 1star · Jun 28, 2026
How it compares
this shelf
15.4%
140 of 909
store-wide
13.2%
typical
breadth
100%
9 of 9 apps
03

Limits & caps — unfixed in 7 of 9 apps

elevated · 3.3% of this shelf’s 909 negative reviews, against 2.8% typical store-wide, at 2.62star average anger.

What they said · 30 reviews
“paywall — app used to be so great but now, just like many other apps nowadays, the actually useful features are hidden behind a paywall. extremely disappointing”Followers Analyzer for Twitter · 1star · Aug 13, 2026
“Scummy — They changed the app to be unusable by putting it behind a paywall. Used to be ads which was fine I understand they need money but now they are charging for something I can make with Claude in 10 minutes. Every recent review is negative for a reason developers.”Followers Analyzer for Twitter · 1star · Aug 6, 2026
“what? — the whole purpose of your app is to see who unfollowed you and now its behind a paywall. do better.”Followers Analyzer for Twitter · 1star · Aug 4, 2026
How it compares
this shelf
3.3%
30 of 909
store-wide
2.8%
typical
breadth
78%
7 of 9 apps
04

Billing — unfixed in 8 of 9 apps

36.1% of this shelf’s 909 negative reviews, against 32.1% typical store-wide, at 1.64star average anger.

What they said · 328 reviews
  • Price judged too high for the value24 of 328
  • Trial converted without clear consent11 of 328
  • Charge the user never authorised4 of 328
“paywall — app used to be so great but now, just like many other apps nowadays, the actually useful features are hidden behind a paywall. extremely disappointing”Followers Analyzer for Twitter · 1star · Aug 13, 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
“it’s good but not the best — everything is just for money you need to pay to see everything please stop that MOHAMMED THE REVIEWER OUT 🥹✌🏻”Tracker for YouTube | Creatipi · 3star · Aug 8, 2026
How it compares
this shelf
36.1%
328 of 909
store-wide
32.1%
typical
breadth
89%
8 of 9 apps
05

Performance — unfixed in 9 of 9 apps

16.0% of this shelf’s 909 negative reviews, against 16.9% typical store-wide, at 1.98star average anger.

What they said · 145 reviews
“Glitch? — I don’t know if it’s a glitch but when I tried to generate titles for my YT shorts it said I needed the boost version but it used my ai credits and when I tried to get a Coach there wasn’t a button to chat with him so I tried to get out and back in but it made me redo the little quiz over and over again”vidIQ for YouTube & Instagram · 3star · Aug 4, 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
“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
How it compares
this shelf
16.0%
145 of 909
store-wide
16.9%
typical
breadth
100%
9 of 9 apps

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

9 apps compete on this shelf, holding 1,783 App Store reviews — and the widest unfixed complaint, accuracy, runs in 8 of 9 of them at 22.7% of negative reviews against 11.5% typical. Those are counts, not a verdict — the page shows what is unfixed, not whether to build.

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

1. Accuracy — in 8 of 9 apps, 22.7% of negative reviews; 2. Login & auth — in 9 of 9 apps, 15.4% of negative reviews; 3. Limits & caps — in 7 of 9 apps, 3.3% of negative reviews; 4. Billing — in 8 of 9 apps, 36.1% of negative reviews; 5. Performance — in 9 of 9 apps, 16% of negative reviews.

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

1,783 US App Store reviews across 9 apps, 909 of them negative — counted on the 2026-08-24 snapshot, never estimated.

Who’s in it

All 9 apps counted on this shelf · 2026-08-24.

App
Tracker for YouTube | Creatipi45,02750%17%8%33%
vidIQ for YouTube & Instagram19,22024%14%5%38%
Followers Tracker App3,71015%27%3%44%
Who Unfollowed Me on X Twitter2,64727%19%4%26%
Go Viral: AI Creator Assistant2,01722%4%—69%
Followers Analyzer for Twitter1,73315%26%15%18%
InsTrack for Instagram82223%11%0%45%
Mysocial: AI Creator Manager185—33%—67%
Follow Tool for Twitter7522%12%8%—

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
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
InsTrack for Instagram$4.99–$46.99 · 4 tiers3.2% of 340
Who Unfollowed Me on X Twitter$7.99–$999.99 · 9 tiers2.4% of 165
Tracker for YouTube | Creatipi$2.99–$59.99 · 8 tiers0% of 12
vidIQ for YouTube & Instagram$8.99–$199 · 10 tiers0% of 99
Followers Analyzer for Twitter$4.99–$12.99 · 2 tiers0% of 34
Mysocial: AI Creator Manager$7.99–$199.99 · 10 tiers0% of 9

What each one owns, where each is exposed

Social Network Analyzer

Owns. Early mover, broadest IAP tier ladder (10 tiers, up to $14.99)

Exposed. 89% negative — the most hated app in the set; data stops updating, strangers/friends tabs go blank, support never responds, paid access randomly revoked; rating_count 406 signals limited reach but concentrated fury

Go Viral: AI Creator Assistant

Owns. AI-framed positioning, meaningful reach (rating_count 1,704), IAP up to $49.99

Exposed. 75% negative; AI feedback called generic and wrong even on confirmed viral videos — accuracy failure at the product's core claim

ReelTrends - AI Creator Tools

Owns. Largest reach in the set (rating_count 20,011), broad IAP range ($2.99–$59.99, 9 tiers)

Exposed. 55% negative; near-total instant paywall with no free preview drives mass uninstalls; billing rage dominates receipts

Followers Tracker App

Owns. Solid reach (rating_count 3,709), wide IAP ceiling ($139.99)

Exposed. 54% negative; crashes on core workflows, fabricated posting-time recommendations, 404 support page — pays-then-breaks pattern

InsTrack for Instagram

Owns. Established user base (rating_count 824), no IAP friction (null tiers)

Exposed. 57% negative; removed the key 'unfollowed' feature that drove downloads, inaccurate premium data packs — feature regression as monetization

vidIQ for YouTube & Instagram

Owns. Second-largest reach (rating_count 18,849), proven subscription model ($8.99–$199, 10 tiers), only 24% negative

Exposed. Category benchmark — low anger means it has mostly solved billing and UX; the opening is NOT here, but its model proves high-ticket creator subscriptions work

Followers Analyzer for Twitter

Owns. Lowest anger in IAP-free tier (11% negative), meaningful reach (rating_count 1,724)

Exposed. No IAP — leaves monetization entirely on the table; limited feature depth likely explains low anger

Luvi (formerly Club)

Owns. Largest reach outside ReelTrends/vidIQ (rating_count 18,734), 7% negative — happiest user base

Exposed. Creator monetization/payout focus, not analytics — different job-to-be-done; payout delay and 40% manual-payout fee revealed in receipts

Follow Tool for Twitter

Owns. 26% negative, Twitter-native focus

Exposed. Fetch errors render core unfollow function broken; no IAP means no demonstrated monetization path here

Mysocial: AI Creator Manager

Owns. Widest IAP ceiling in the set ($199.99), multi-platform framing

Exposed. 60% negative on only 15 captured reviews (rating_count 186) — too small to read reliably, but highest price ceiling with lowest reach is a concerning ratio

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.