Idea Validator
Building is easy now. Knowing what to build is not.
Drop your idea — we'll check competitors, search demand, keyword gaps, and SERP difficulty. You get a score and a go/park/kill verdict in minutes, not weeks.
24 ideas validated so far
Brandgrade
parkAI video brand consistency scoring for agencies that want to review cuts against a client-approved reference.
vibehackers4/14/2026Brandgrade
parkAI scoring for video agencies that checks new cuts against client-approved brand references.
vibehackers4/14/2026Redline
parkA due diligence platform for micro-SaaS buyers that audits financials, code, customers, and legal risk.
vibehackers4/12/2026Safebuilds
proceedA no-code app builder for regulated industries with compliance baked in from the start.
vibehackers4/11/2026Classmold
parkA customizable interactive lesson builder enabling K-12 teachers to create subject-specific simulations and activities.
vibehackers4/10/2026Upwork Client Intelligence
parkDe-anonymize and enrich Upwork client data for agencies to improve bidding and proposal strategies.
vibehackers4/9/2026Budget Clay
proceedAffordable AI tool for personalized cold email outreach at scale for small sales teams and solo SDRs.
vibehackers4/9/2026CashComp
parkReal-time, location-specific revenue benchmarking for local cash-flow businesses like laundromats and car washes.
vibehackers4/9/2026AI-Native SEO Content Optimization Tool
proceedAffordable AI-powered SEO tool analyzing top SERP content to optimize articles for better rankings.
vibehackers4/9/2026AI Phone Receptionist
proceedAI-powered phone answering service for local businesses to reduce missed calls and boost revenue.
vibehackers4/8/2026Backnd.pro
parkAI-native knowledge base for freelancers with chat UI and APIs, enabling agencies to match leads to talent efficiently.
vibehackers4/6/2026Tenpay
parkPlatform-connected accounting software that simplifies income tracking for content creators and their bookkeepers.
vibehackers4/4/2026Test To Table
proceedTransforms gut health test results into personalized meal plans with practitioner review for health-conscious users.
vibehackers4/3/2026Talktrack
proceedAI platform for managers to practice difficult workplace conversations via emotional simulation.
vibehackers4/2/2026RunArt
parkCreate GPS art runs with guided voice navigation—no watch needed, just your phone.
vibehackers4/2/2026Idealista Listing Alert Bot
parkScoped API key management and permission dashboard for AI agents in startups and tech teams.
vibehackers4/1/2026AI Decision Governance Platform
proceedReal-time AI decision oversight SaaS for regulated fintech to reduce compliance risk and manual costs.
vibehackers3/23/2026Nullify AI
proceedReal-time monitoring and enforcement of AI agent decisions for regulated industries.
vibehackers3/23/2026Bordermath
proceedVisa route planner that sequences multi-country trips around legal stay limits for digital nomads.
vibehackers3/22/2026DevLaunch Tab
killChrome new-tab extension with side project ideas, trending repos, and indie hacker milestones.
vibehackers3/22/2026AI Personal Finance Coach
proceedAI finance coach that connects to your bank, finds forgotten subscriptions, and tells you what to cut.
vibehackers3/22/2026FridgeChef
proceedSnap a photo of your fridge, get AI recipes and a shopping list for missing ingredients.
vibehackers3/21/2026Dog Zoo Forest
parkMassive outdoor adventure park designed exclusively for dogs — hundreds of acres of forest trails.
vibehackers3/21/2026PracticeTrack
proceedPractice tracking app with social accountability for musicians — like Strava for your instrument.
vibehackers3/21/2026How we validate business ideas
Every idea on this page went through automated market validation using real data — not opinions. We analyze competitor traffic, search demand, SERP weakness, and pricing signals to produce a viability score and a go/park/kill verdict.
Whether you're looking for SaaS ideas, AI business ideas, or micro SaaS ideas — each report includes keyword clusters with real search volume, a competitive landscape map, customer segments with unit economics, and a prioritized action plan.
Have your own idea? Validate it for free — takes about 30 minutes and produces the same full report you see on every idea page here.