Hashtag Expert: AI Captions

WL Online Marketing LLC

4.64star36,477 ratings

Social NetworkingTiktok creator trends analytics and growth shelf$2.99–$249.99 · 9 tiersUpdated Aug 18, 2026

Biggest complaint · Billing

72.2%

78 of 108 negatives · store typical 32.1%

Recent reviews negative

72%

its 10 shelf rivals run 40% · 151 reviews held

Counted from real App Store reviews · 2026-08-24 · nothing estimated or modelled

Read those two together. Ratings are cumulative, reviews are recent — a 4.64star average beside 72% negative is the finding, not an error.

Ratings.

4.5out of 5

36,476 ratings · Apple’s own count, fetched daily

530,857

42,272

3988

2488

11,871

3 decisions.

Investigate billing first

high · 72.2% of this app’s 108 negative reviews, against 32.1% typical store-wide.

How it compares

this app: 72.2%; 78 of 108
its shelf: 37.6%; rivals only
store-wide: 32.1%; typical

Skip login & auth, performance, support and limits & caps work

How it compares

Login & auth14.8% of 108 · shelf 14.9% · store 13.2%
Performance13% of 108 · shelf 15.7% · store 16.9%
Support10.2% of 108 · shelf 12.3% · store 9.2%
Limits & caps2.8% of 108 · shelf 3.2% · store 2.8%

Protect ads, accuracy and ux

Ads, Accuracy, UX all run well below the store’s typical rate.

n = 15. Too thin to act on — we recount weekly.

How it compares

Ads3.7% of 108 · shelf 3.7% · store 10.7%
Accuracy8.3% of 108 · shelf 15.5% · store 11.5%
UX1.9% of 108 · shelf 3% · store 2.9%

The shelf in numbers

All 11 panel members · 2026-08-24 snapshot.

App	Ratings	Billing
Hashtag Expert: AI Captions	36,477	72.2%
Go Viral: AI Creator Assistant	2,017	68.9%
Mysocial: AI Creator Manager	185	66.7%
ReelTrends - AI Creator Tools	20,969	52.3%
TrendTok Analytics & Tracker	65,372	45.1%
Followers Tracker App	3,710	43.6%
vidIQ for YouTube & Instagram	19,220	38.4%
Tracker for YouTube \| Creatipi	45,027	33.3%
TikDown: Save TikTok Video	2,255	28.9%
TicPok - Bookmarker & Saver	38,485	27.3%
TikTok Shop Seller Center	25,274	17.5%

The whole shelf, counted

Every complaint across tiktok creator trends analytics and growth, frequency-ranked from real App Store reviews — the gaps nobody on this shelf has fixed.

Read the tiktok creator trends analytics and growth report

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. Shares are of this app’s own recent negative reviews; the shelf figure is its rivals with this app excluded. The graded words have fixed cutoffs against the store’s typical rate: elevated from 1.15, high from 2, extreme from 3.5 times it. The page says what is broken and how it compares — never how to fix it, and never whether this app can win.