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...
LinkedIn: Community & Network·App Store
3 product opportunities discovered from LinkedIn: Community & Network 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 300 reviews · Avg rating 1.3★
Premium cancellation & refund nightmare
I was charged $69.99 for LinkedIn Premium after I believed I had canceled it. I had gone into my account, checked something regarding the subscription, and immediately attempted to cancel because I di...
ABReviews85 · 2026-07-28
L for Looser App
The verification process is ridiculously stupid and too long. After 10 minutes of clicking stupid boxes of busses, fire hydrants, and cars, I gave up. What's the point of having security checks if it ...
SendingOutAnSOS · 2026-08-15
Diminishing returns
Linkedin was invaluable to the job search in 2016. Now, in 2026, this is pretty unrecognizable. AI features are a mess, human Support is impossible to reach. There are no formatting tools for profile ...
AppsinMD · 2026-08-06
Wish I got to experience it…
I have had an account since about 16 or 17 yrs of age, however, a few weeks following the creation of my account it was restricted. I then was asked for a state issued ID to prove who I was which I di...
@wearyshepard · 2026-07-24
Unable to Recover My Account
I am a LinkedIn user from Russia and I have lost access to my account. LinkedIn requires identity verification to restore access, but the verification provider (Persona) does not support Russian citiz...
Dmitry izoskin · 2026-06-19
Account restricted for no reason
I got the app a few months ago and made connections with people I know. It then restricted my account. I followed the necessary steps to regain access and it didn’t help. I contacted support and they ...
@Julian15 · 2026-06-19
Overheating
For the last month, the app has caused uncontrollable overheating. App starts getting laggy and have to shut it down and reopen to keep it running. Even reading the news stories has become an exerci...
t-n-dfw · 2026-06-18
Horrible.
Started using it. Takes a huge amount of memory. Have to restart the app 3 times before it started working. Get inside and the is ancient and the app moves like a dinosaur. I expected it to work bet...
Poolatronious · 2026-07-31
App update mess
In iPhone, when I am opening app, it is asking to update. But after clicking update button, redirecting to update page where it is showing to open app button. After clicking open button, it is opening...
samarsimham · 2026-07-15
Horrible Customer Service & Charging Without Delivery of Service
Signing up for any paid services was a great mistake. I used the Premium service on a trial, which is not very helpful compared to what is available for free. There is also the option to connect with ...
Yup, good stuff · 2026-08-03
Search by remote, full-time, and salary with real filters that actually work, not an AI guessing what you want. Companies pay to post, job seekers use it free, forever.
A job board that bans anonymous recruiter accounts, requires salary disclosure on every listing, and uses human verification instead of AI matching. Companies pay per hire, not per impression, so there's no incentive to spam you with irrelevant roles.
A job search app that respects every filter you set — remote, salary range, full-time only — no AI rewriting your criteria. Every listing shows verified pay range before you click, so you never waste time on ghost jobs or bait posts.
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...