How to Do Competitor Research (Without Wasting Three Weeks on It)
To do competitor research, you list the products people compare you to, collect their public evidence (pricing pages, changelogs, app store reviews, support...
Google Gemini·App Store
3 product opportunities discovered from Google Gemini user pain points
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.
Based on 48 reviews · Avg rating 1.0★
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
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
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
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
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
Measurements
Can you always quote in cups and quarts and gallons instead of liters and milileters?
plate it up · Jun 22, 2026
No la descarguén
No hace bien su trabajo ni lo recomiendo
Sorprendiste · Jun 23, 2026
This AI IS TRASH
DO NOT USE. THEY TREAT US LIKE CHILDREN
heehevxhnedtrfenhs · Jun 20, 2026
لم يعد يشتغل معي
لم يعد يشتغل معي لا اعلم ما السبب
Jslwpenbehejekwlwl · Jun 21, 2026
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
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Analyze your own app reviews and find validated product opportunities in minutes.
Evaluations are AI-generated using publicly available cognitive frameworks and do not represent the actual opinions of the individuals referenced.
To do competitor research, you list the products people compare you to, collect their public evidence (pricing pages, changelogs, app store reviews, support...
If you want to know how to find customer pain points, the short answer is: go where people already complain, then read enough complaints that patterns show u...
Review analysis is the practice of collecting customer reviews, tagging each one by topic and sentiment, then counting those tags so you can tell the differe...
To turn app reviews into product ideas, you read the 2- and 3-star reviews of apps in a category you understand, tag the recurring complaints, and then ask w...
App reviews for product ideas means mining public 1–3 star reviews of existing apps to find complaints people repeat often enough that someone would pay to m...
Market research for app idea validation means finding out whether real people already have the problem you're planning to solve, and whether they're already...