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...
Microsoft Teams·Google Play
3 product opportunities discovered from Microsoft Teams 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 1.4★
you have to be very careful 🧐 I learned that you never trust anyone there alot of scammers!!!
Caren · 2026-08-14T17:54:17.301Z
the amount of time I spend waiting for teams to load has taken a decade off my life
Olivia · 2026-08-12T08:56:21.858Z
Inconvenient, buggy, hard to use. Exactly the signature of Microsoft POS product
Dmitry Buzolin · 2026-08-13T14:52:33.334Z
Classic industry-standard garbage; crashes, slow, bloated and buggy. Unreliable notifications, calendars and reminders. Behaves as connected when token expires; no login request. Shows contacts online...
Feather Antennae · 2026-08-14T15:49:18.258Z
I wish I could give this zero stars. I have notifications on my phone set to block while I'm active on my desktop. I'm literally having a conversation on my desktop with someone right now and my phone...
Joseph Moroles · 2026-08-12T18:16:04.777Z
Mobile app is terrible. Even with a stable wifi connection the app refuses to load any chats nor profiles. Messages won't and cannot be sent. I've already tried reinstalling the app; it just gave me a...
Anne Nicole Tan · 2026-08-01T22:43:52.396Z
Did a conference call, exited the call, closed the app. Got in the car 2 hours later having not touched the app after that and the car was saying it was connected to a phonecall when no call was in pr...
Bob Dobbalina · 2026-07-29T16:51:10.298Z
I had a meeting which I needed to attend through MS teams and when I tried to attend it said I had to join without signing in. The issue was when the app didnt let me do so, I clicked onto the "join w...
MMA · 2026-07-28T11:04:18.366Z
Terrible experience. The app just kept loading and wouldn’t open, no matter what I tried. I tried signing in, joining with the meeting ID and password, and even using the meeting link, but it just kep...
Charles Frias · 2026-08-08T11:41:21.161Z
ETA- Seriously, how is this not fixed yet. So many bad reviews. people use this to work. PLEASE FIX IT! Open app, enter password, enter authenticator code, enter password again, enter new auth code, e...
Shanna Lynn · 2026-07-29T00:31:52.921Z
A battery-efficient overlay that monitors Teams calls in the background and auto-rejoins dropped meetings within 3 seconds. No more explaining to your team why you 'disappeared' mid-sentence.
A notification reliability layer that sits on top of Teams, Slack, and email, guaranteeing messages arrive within 10 seconds. Uses persistent foreground services to bypass Android's battery optimization killers.
A lightweight, zero-crash companion app that pushes Teams notifications instantly, even when Teams itself is failing. Built on native Android with 10MB footprint and zero background drain.
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...