About Finprob
Finprob is an AI-powered problem discovery platform that scans millions of real conversations across 8 social platforms to surface validated startup ideas, market gaps, and untapped opportunities — so you build what people actually need.
Our Story
CB Insights reports that 35% of startups fail because there's no market need for their product. Founders spend months — sometimes years — building something nobody asked for, burning through savings and motivation on ideas that were never validated.
Finprob was created within the REWORK Digital ecosystem to flip this equation. Instead of starting with an idea and hoping people want it, Finprob starts with real people expressing real frustrations — complaints on Reddit, unanswered questions on Quora, workarounds on LinkedIn, negative reviews on app stores — and works backward to validated product opportunities.
We believe the best startup ideas aren't invented in brainstorming sessions. They're discovered in the unfiltered, emotional conversations people have every day across the internet. Finprob makes those conversations searchable, scoreable, and actionable.
To ensure no founder wastes time building something nobody wants. Finprob democratizes market research by turning the internet's raw, unfiltered conversations into structured, validated product opportunities — giving every entrepreneur, from solo builders to startup teams, the data-driven confidence to build what the market actually demands.
A world where every product built solves a real problem. We envision Finprob as the global standard for pre-build validation — a platform where AI-powered problem discovery, market intelligence, and community collaboration converge to dramatically increase the success rate of new ventures and reduce the waste of building in the dark.
Our Methodology
Finprob doesn't rely on a single signal. We scan the internet through seven distinct lenses, each designed to capture a different type of validated demand.
Surface real user complaints. When someone says "I hate when..." that's a validated demand signal.
Thousands asking the same question with no satisfying answer means no product has solved it.
When users build duct-tape solutions, it proves existing tools fail them. The strongest product signal.
1-3 star reviews tell you exactly what's broken in existing solutions — your competitive advantage.
"Day in the Life" content reveals hidden friction points in daily routines people don't realize are solvable.
Subreddits, Discord servers, and Facebook groups are where authentic, unfiltered demand signals live.
Problems discussed frequently AND emotionally have the strongest demand. We measure both volume and intensity.
Full Platform
From discovery to validation to building — Finprob covers the entire journey from “I need an idea” to “I'm ready to launch.”
Scan Reddit, X, Facebook, LinkedIn, TikTok, YouTube, Instagram, and Quora simultaneously.
Every problem scored 0–100 for emotional intensity, frequency, trend momentum, and cross-platform presence.
Instant TAM/SAM/SOM estimates with growth rate and audience size for every problem.
Auto-discover existing apps, SaaS tools, and extensions competing in the same space.
5-signal composite scoring: emotion, frequency, trend momentum, cross-platform presence, and method strength.
AI learns from your behavior to surface problems uniquely matched to your interests and strengths.
AI groups related problems into mega-problems that span 3+ niches — the biggest hidden opportunities.
Track how problems evolve over time. See if a problem is accelerating, stable, or declining.
Know when problems peak. Seasonal index scoring reveals the best time to launch.
Search for problems in 7 languages across global markets for untapped opportunities.
Willingness-to-pay scoring, suggested pricing, conversion estimates, and MRR potential.
Turn any validated problem into a professional landing page with waitlist in one click.
Full product requirements document from any problem — user stories, feature specs, tech stack, and MVP scope.
Watch problems over time. Get notified when mention counts spike or sentiment shifts.
Passive discovery while you browse. Find problems in content you're already reading.
Share discoveries, upvote problems, form teams, and find co-founders working on problems you care about.
What We Believe
These principles shape how we build Finprob, how we treat our users, and how we think about the future of entrepreneurship.
Every insight on Finprob is backed by real user signals from real platforms. We don't generate ideas from thin air — we surface validated demand from millions of authentic conversations.
Problem discovery shouldn't require a research team or a six-figure budget. Finprob gives solo founders and small teams the same market intelligence that was once exclusive to well-funded startups.
We analyze publicly available content only. No scraping private messages, no invasive tracking, no selling your data. Your discoveries and workspace data belong to you.
Every validation score is fully explainable. We show exactly how emotion intensity, frequency, trend momentum, cross-platform presence, and method strength contribute to the final score.
Finprob is built by builders, for builders. Every feature — from the PRD generator to the landing page builder — is designed to move you from discovery to action as fast as possible.
Problems don't respect borders. With 7-language support and multi-platform scanning, Finprob helps you find opportunities in markets others overlook.
Simple Process
Enter a topic, industry, or keyword. Finprob scans 8 platforms simultaneously using 7 discovery methods to find real problems.
Every problem is analyzed for emotional intensity, frequency, trend momentum, and cross-platform presence. You get a 0–100 validation score.
Explore TAM/SAM/SOM, competitor landscapes, audience profiles, monetization signals, and seasonality for any problem.
Generate landing pages, PRDs, and product specs directly from validated problems. Share with your team or the community.
Part of Something Bigger
Finprob is a product of REWORK Digital — a comprehensive platform connecting verified professionals with employers worldwide. Within the REWORK ecosystem, Finprob powers the discovery and validation layer, helping entrepreneurs and teams identify problems worth solving before investing time and money.
AI problem discovery with 7 methods, 8-platform scanning, validation scoring, and build tools.
AI hiring intelligence with 10 Pillars, 23+ industry simulations, and anti-cheating proctoring.
Verified freelancer marketplace with proof-of-work, trust tiers, and milestone-based escrow.
Professional resume creation tools integrated with verified work history.
Stop guessing. Start discovering real problems from real people. Finprob gives you the data-driven confidence to build what the market actually wants.