I scraped 5k Reddit, G2, Capterra and Upwork complaints

Hacker News

I got tired of spending nights researching Reddit threads, G2 rants, Capterra reviews, and Upwork briefs just to spot a real, unsolved problem worth building for. So I wrote a crawler + AI parser that now tracks thousands of live complaints and clusters them into pain point cards. I’m using it to power my own project (StartupIdeaLab), but before I polish anything further I want to test the raw insights with other founders. If you drop a comment with the niche or industry you’re targeting B2B SaaS, ecommerce tooling, dev productivity, whatever I’ll reply with one genuine pain point my system pulled, plus a quick SaaS idea you could spin up to solve it. No strings attached. If the idea sparks something, great. If you try the tool and bail, even better let me know why the paid plan didn’t feel worth it so I can fix it.

Visit product View on Hacker NewsJun 20, 2025

Share card

Actual performance

3points

Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →

Indie HackersFits the IH revenue-focused audience · Missing: supports, reddit linkedin, podcasting

66%66% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.

best fitHighest predicted score across all platforms for this description.

Product HuntOn track for Day 1 leaderboard · Strong signals: using, plain · Missing: mac, agents, macos

61%61% predicted probability of success on Product Hunt, based on ML models trained on real launch data.

AppSumoMay struggle as an AppSumo deal · Strong signals: plus, reviews · Missing: platform, intuitive, host

47%47% predicted probability of success on AppSumo, based on ML models trained on real launch data.

Hacker NewsMay not resonate with HN audience · Strong signals: ide · Missing: https docs, excited, just released

35%35% predicted probability of success on Hacker News, based on ML models trained on real launch data.

nativeThis product was originally launched on this platform.

TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal

30%30% predicted probability of success on TrustMRR, based on ML models trained on real launch data.

Acquire.comPre-revenue stage for this audience · Strong signals: saas · Missing: arr, mrr, revenue

30%30% predicted probability of success on Acquire.com, based on ML models trained on real launch data.

BetaListMay not resonate with beta-testers · Strong signals: paid · Missing: web3, chat, crypto

0%0% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

My attempt at a decentralised Reddit60%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

My attempt at a decentralised Reddit

Hacker News2

Reddit Imgur Uploader69%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Reddit Imgur Uploader

Hacker News2

Reddit 1.056%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Reddit 1.0

Hacker News4

Afroic – The African Reddit63%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Afroic – The African Reddit

Hacker News3

Dumppit – A Reddit Firehose63%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Dumppit – A Reddit Firehose

Hacker News1

Reddit Firehose74%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Reddit Firehose

Hacker News23

Bleuit – A Recursive Reddit61%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Bleuit – A Recursive Reddit

Hacker News9

Rockets – Reddit and websockets61%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Rockets – Reddit and websockets

Hacker News98

AI Reddit Curator – A better Reddit homepage53%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

AI Reddit Curator – A better Reddit homepage

Hacker News6

Reddit Archiving Tool69%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Reddit Archiving Tool

Hacker News16

Browse all products Analyze your launch