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★
this is the very good and very much aapp
Utsav Tripathi · 2026-08-30T01:42:33.615Z
not sure ,it is allways on my line
MARIBEL V SALGADO · 2026-08-29T08:36:07.567Z
good in find opportunities
Tayyab Ch · 2026-09-02T03:12:33.473Z
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
As a disabled person the jobs i find don't give reasonable accomadation's for my situation. And the entry level jobs i applied i don't get a respond.
Deyonkersny · 2026-08-27T12:42:51.410Z
.......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
Garbage App Won't Let Me Sign-In. I have a passkey, but I keep getting an error message. I then send an email to myself, nothing in account or spam. I can login on my browser on my phone and laptop an...
The Real Perspective · 2026-08-30T12:13:24.240Z
It scans every listing before you see it — repost frequency, company hiring history, AI-written copy, dead contact emails — and hides anything that smells like a ghost job. You get twenty real openings instead of two thousand maybes.
A browser extension and mobile app that scores every job listing for authenticity by checking repost history, duplicate spread across boards, ATS presence, and whether the company has actually hired anyone recently. Users see a red/yellow/green badge before wasting twenty minutes on an application form.
Paste any job link and get a verdict in three seconds: is this role on the company's own careers page, how many days it's been reposted, and whether a real human recruiter is attached. Listings that fail verification get flagged before you waste an hour on the application form.
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...