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...
Indeed Job Search·Google Play
3 product opportunities discovered from Indeed Job Search 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 1.9★
I have the Samsung Galaxy S26 Ultra and the app is crashing, it doesnt let me use it at all. "Something went wrong" message keeps poping up after Retrying to refresh. Please fix this issue.
Angel Rosado · 2026-08-31T01:21:46.285Z
Fürchterlich lästige Werbung die ewig dauert, nach fünf Minuten war der Clip immer noch nicht zu Ende 🥵, ich bezweifle dass eine App die so etwas nötig hat für mich ausreichend seriös ist.
hummel hannes · 2026-08-30T06:39:39.911Z
can't get ahold of any support to fix a problem in the app...some drop menus won't work... the support page is useless and sticks you in a loop that resolves nothing
Anthony Lassiter · 2026-08-28T07:42:49.747Z
horrible app lately. it is the worst job searching aid around currently. it shows the same 6 jobs as your scroll and scroll endlessly. when you can get it to show jobs, they are out of your radius you...
Brian V · 2026-08-27T19:29:30.204Z
Indeed is awful. used to be a simple nice app that was easy to use now all its designed for is to waste your time, to allow employers to post fake and misleading jobs with manipulated tag words like "...
Jonathan Booth · 2026-08-27T03:42:45.171Z
Far too many job listings that are way outside of my area. I live in broussard, LA and was shown jobs all the way across the US no matter how many times I tried to adjust my settings. Further more it ...
Steven Manuel · 2026-08-31T13:59:33.914Z
so confused how people still download this if your under 30 the job markets just rude and will just not pick you because your Gen z we have laws that only protect the elderly but considering most jobs...
Selah Green · 2026-08-27T08:19:10.168Z
I think time pass application h read watch and enjoy only last 10 year se apply kar raha hu aaj tak inhe pata hi nahi laga sayad isse acha apna job par try karo response acha h waha
RJ Prime · 2026-08-31T19:26:12.613Z
.......Dude where are my options to file out the part time jobs that won't even cover rent, they're just gone lmao
C B · 2026-08-31T03:07:23.844Z
I get sent out around 75 texts that I'm not looking for like Uber nurses as an example and texts saying managers are looking to hire immediate but I get sent to see if I want to work on the railroad o...
Martin Avalos · 2026-08-27T06:30:52.798Z
Set your real commute limit — 30 minutes by bus, 15 minutes walking — and see only jobs you could actually show up to tomorrow. No radius sliders, no cities you have never heard of, no remote listings you did not ask for.
Every listing carries a public reply rate and last-verified date, and anything with no employer response in 14 days disappears automatically. You never waste an application on a job that was already filled two months ago.
A browser extension and app that scores every job listing by how likely the employer actually replies, based on crowdsourced application outcomes and posting-age signals. Applicants stop wasting hours on reposted, stale, or bait listings and see a reply-rate badge before they click Apply.
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...