1- and 2-star reviews fed into NVIDIA NIM gpt-oss-120b, grouped into themes with verbatim examples. Each cluster is a wedge a competitor could exploit.
First load takes ~60–120s. Cached after.
125 reviews·8 themes
Misleading 'Free' App Label and Forced Paywall
App is marketed as free in the App Store but immediately demands payment or a trial with no clear exit, misleading users into believing it's truly free.
34
reviews
“App is NOT Free — Do you wanna pay only 1.15$ a week (56.95) a year, or pay 8$ weekly. Uhm how about no just use google lens”
“Google says this app is free but it is not.”
“App is marked as free in the app store, however the only free portion is a 3-day free trial.”
Aggressive and Inescapable Subscription Prompts
Users are trapped by persistent, non-dismissible subscription screens that block basic functionality until they enter payment details.
28
reviews
“Forces you to pay or do a trial the minute you install the app. No “x” button to cancel.”
“Can’t use without the forced free trial. No way to get past that screen.”
“It did not even let me use the app without starting the 3 day free trial.”
Unfair Pricing and Excessive Subscription Costs
Users find the recurring fees (weekly/monthly) outrageously high for basic image search functionality, especially when comparable tools are free.
25
reviews
“$7 a week for an app is crazy — Title. Who in the right mind is paying that?! This app is not even close to worth that price”
“Incredibly expensive for free service. — Charges an insane amount to just use google refer image search which is free.”
“Why pay for this when you can use Google Lens for free?”
Failed or Non-Functional Core Features
Core features like reverse image search, plant identification, or translation fail to work reliably or return irrelevant results.
22
reviews
“Never worked — Didn't work on iPad.”
“Photo Recognition — Not even close”
“Didn’t work for me. — Limited to one use for free but results were misleading and hard to navigate”
Fraudulent or Deceptive Marketing Practices
Users accuse the app of pretending to be Google Lens via logo or branding, misleading them into downloading and paying for a service they believe is free.
18
reviews
“Not the Google Lens app. Expensive. — The logo seems designed to fool people into believing it is the Google Lens app, but actually it costs $7/week.”
“This app is pretending to be from Google with the confusing logo. They also charge you $7 per week!”
“Knock off — Paid only”
Impossible or Broken Subscription Cancellation
Users report being unable to cancel subscriptions despite attempts, receiving no response from support, and continuing to be charged after cancellation.
16
reviews
“Mistakenly Subscribed, no response from support — I will be filing a lawsuit since nobody is replying my emails.”
“Still being charged despite having cancelled before the 3 Day Free Trial.”
“I hit cancel subscription after my first day of free trial and was still charged for 2 weeks”
Lifetime Plan Revoked Without Notice
Users who paid for lifetime access report their access was revoked after developers changed the model to subscription-only, often without communication.
10
reviews
“Paid for lifetime plan now charging me weekly — Purchased lifetime plan now charging me weekly instead of what was contracted under the original purchase plan.”
“Paid for lifetime use, now it’s revoked this is scummy behavior — I paid like $30 to be able to use this app for life but the devs decided to change to only a subscription based model and have revoked access to the account.”
Poor User Experience and Technical Bugs
App crashes, shows blank screens, fails to load, or has broken navigation, making it unusable despite functional intent.
12
reviews
“blank — It’s just a blank white page. I can no longer do reverse image.”
“Does not even open — I downloaded this app and it doesn’t even work? It just gives me a blank white screen!”
“App stopped working after charging me — After I paid for the subscription, the app stopped working completely several months later.”