What Is App Reviews Feature Requests Analysis?
App reviews feature requests analysis is the practice of reading through public app store reviews, pulling out the parts where users ask for something that d...
ChatGPT·App Store
ChatGPT Review Analysis: Real User Complaints & Product Opportunities
3 product opportunities discovered from ChatGPT user pain points
Based on 50 reviewsApp StoreAnalyzed on Jun 5, 2026
How was this analysis generated?
Review2Idea collects user reviews from app stores, clusters pain points using AI embeddings, and evaluates product opportunities through multiple AI cognitive frameworks (modeled after well-known innovators). Scores represent AI-assessed potential, not financial advice.
Pain Point Analysis
AI Ethics Concerns9
Broken Image Editing8
Unhelpful AI Responses8
Assistant Reliability Decline6
AI Paywall Frustration5
Image Editing Restrictions4
Interrupted Chat Sessions4
Overly Restrictive Guidelines3
AI Environmental Harm2
9 Critical
Based on 49 reviews · Avg rating 1.0★
What Users Say
★★★★★AI Ethics Concerns
This feels like a joke
A very underwhelming, frustrating, and in my view- dangerous as hell tool. I Ended up googling the majority of my questions and after 2 months of using this I realized that I am paying this stupid com...
Andrewcoletrv · Jun 22, 2026
★★★★★AI Ethics Concerns
Never will use ChatGPT again
The way that ChatGPT responds is deeply disturbing. The gaslighting and manipulation is very strange and it’s almost like it’s only goal is to win and to be correct. Often times it’s not even correct ...
Sivictrinity · Jun 22, 2026
★★★★★AI Ethics Concerns
Autonomous weapons and mass surveillance
Sam Altman, CEO of Open AI and ChatGPT made the move to allow the US Pentagon to use AI in their military systems with no restrictions. This contract includes the use of ChatGPT for mass surveillance ...
Standard io · Jun 22, 2026
★★★★★Broken Image Editing
Upload of pictures not going through
Great app but the only issue is it’s not letting me upload pictures to create wallpaper and collages. Please resolve this issue. App works great other than that issue I love how it creates the wallpap...
Ann Panaram · Jun 23, 2026
★★★★★Broken Image Editing
البخل المادي
عدد رسائل ووسائط محدوده للغايه مع ذاكرة ضعيفة + وعند طلب انشاء اي صوره فشات جيبيتي سوف يعلق الى الابد ولا ينتج لي الصوره اطلاقاً مهما كانت بسيطة,كل هاذ البخل فقط طعماً ب الاشتراك المرجو اعادة برمجة وت...
D_imony · Jun 22, 2026
★★★★★Broken Image Editing
real life photo image
This feature is garbage. It messes up purposely so that you use up all of your free photo images. If you do not have the plan. It will give your image to left feet or to right arms or so on. Total gar...
metalforlife13 · Jun 23, 2026
★★★★★Unhelpful AI Responses
Went from “game changer” to “useless”
Quit paying people to 5 star your app, it is abysmal. I shouldn’t have to correct it 20 times just to have it gaslight me talking about “my perspective” of a factual event. Nor should I have to argue ...
Fixyourstupidai · Jun 22, 2026
★★★★★Unhelpful AI Responses
Unusable
Does not accurately understand clear and defined prompts. Most of the requested edits were unusable and then I was prompted to pay for the app. When reaching out for support, you are interacting with ...
Nicknamed007 · Jun 22, 2026
★★★★★Unhelpful AI Responses
Subscription fee
I’m being charged for my account, but I can’t log in because it says my account was deleted which I never did. I haven’t been able to reach customer service, and Apple Support hasn’t issued a refund. ...
Cristi Christi · Jun 22, 2026
★★★★★Assistant Reliability Decline
-20$
I purchased a ChatGPT subscription through Apple (Apple ID / Apple Pay), and the payment was successfully charged. According to Apple Subscriptions, the subscription is active and valid until July 22....
hevoe · Jun 22, 2026
Top Product Opportunities
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Instant Work AI
A no-onboarding productivity AI that starts with finished outcomes, not tutorials. Users pick a goal like summarize, reply, plan, or rewrite and get a usable result in one tap.
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Local-First AI Desk
A personal AI workspace where chats, notes, prompts, and outputs live locally first and sync only after they are safely saved. It gives users clear sync status, offline access, and confidence that work will not vanish between devices.
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AI Budget Router
A lightweight AI app that routes each task to the cheapest model good enough for the job. Users set a monthly cap, bring their own API keys, or pay per use instead of buying another expensive subscription.
Discover Opportunities for YOUR App
Analyze your own app reviews and find validated product opportunities in minutes.
Top Product Opportunities
Evaluations are AI-generated using publicly available cognitive frameworks and do not represent the actual opinions of the individuals referenced.
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