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...
Google Gemini·App Store
Google Gemini Review Analysis: Real User Complaints & Product Opportunities
3 product opportunities discovered from Google Gemini 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
Unhelpful AI Responses17
Restrictive Missing Functionality9
Poor Functionality6
Unreliable Voice Controls5
Outdated App Failure4
Paid Generation Issues3
Harmful Hallucinations2
AI Harm Concerns2
8 Critical
Based on 48 reviews · Avg rating 1.0★
What Users Say
★★★★★Unhelpful AI Responses
App gets laughably worse every day
Recently, I've been wondering what I can even use this app for anymore. I've come to terms with the fact that any bit of use this app used to have is entirely gone and will never get that back so I've...
Steevie Kicks · Jun 21, 2026
★★★★★Unhelpful AI Responses
It’s all about knowledge sources
It’s all about knowledge sources and who Google has chosen to ingest, injection of bias, and inference. Hyper wordy, condescending, placating, disrespectful, and assertive disrespect for instructions....
JeffDayton1960 · Jun 21, 2026
★★★★★Unhelpful AI Responses
Too many restrictions
I used to like making wallpapers of characters like the punisher but now it’s denying them saying it can’t “Depict public Figures” it’s a fictional character this app has become so restrictive when it...
Shadowknight53 · Jun 20, 2026
★★★★★Restrictive Missing Functionality
This app needs to get fixed
Honestly every update makes the app worse, all i’d suggest is that you should take off the limit for everything that isnt in the thinking category. Theres no reason that standard flash should have a u...
zzdavis12346 · Jun 22, 2026
★★★★★Restrictive Missing Functionality
Ai cố chấp và dạy đời
Việc giải thích và tuân thủ theo yêu cầu với gemini này là điều khó vì nó sẽ cải lại thậm chí dạy đời cách làm từ đơn vị khác thay vì yêu cầu nó ... vậy nhé nhảm
Cdfvu · Jun 21, 2026
★★★★★Restrictive Missing Functionality
Measurements
Can you always quote in cups and quarts and gallons instead of liters and milileters?
plate it up · Jun 22, 2026
★★★★★Poor Functionality
No la descarguén
No hace bien su trabajo ni lo recomiendo
Sorprendiste · Jun 23, 2026
★★★★★Poor Functionality
This AI IS TRASH
DO NOT USE. THEY TREAT US LIKE CHILDREN
heehevxhnedtrfenhs · Jun 20, 2026
★★★★★Poor Functionality
لم يعد يشتغل معي
لم يعد يشتغل معي لا اعلم ما السبب
Jslwpenbehejekwlwl · Jun 21, 2026
★★★★★Unreliable Voice Controls
Need improvement
I’ve been using this app for quite a while, and I’m honestly disappointed by some of the basic functionality that still needs improvement. The biggest issue for me is voice conversations. If I’m talki...
Ahahahawhbwbeh · Jun 19, 2026
Top Product Opportunities
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A productivity assistant that opens directly into useful outcomes: summarize, draft, plan, and organize. No tutorials, no prompt lessons, no complex setup—just one clear input and one polished result.
#29/10
One-Click AI Workflow Kits
A marketplace of ready-made AI workflows for students, analysts, founders, and managers. Users pick a job-to-be-done and get prompts, templates, checklists, and a guided setup in minutes.
#39/10
Zero-Setup AI Command Bar
A universal productivity command bar that works inside email, docs, browsers, and calendars with no tutorial or setup. Users press one shortcut, describe the task, and the tool executes or drafts instantly.
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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