Dont guess. Simulate. Multi-agent market prediction engine.
Public dataset of 42+ validated business ideas sourced from Reddit pain threads and App Store reviews, AI-scored across opportunity, problem severity, feasibility, and timing. SaaS, micro SaaS, app ideas, indie hacker wedges. Live at businessideasdb.com.
Open-source plugin that pressure-tests product ideas before you build them.
Expert-level MVP product validation skill for WorkBuddy AI agents. 6-module framework: requirement analysis, technical feasibility, competitive landscape, open-source research, progressive investment plan, and ROI prediction.
Open-source AI coding skill that reviews product and feature risk before agents start building.
A diagnostic framework for EdTech founders, university administrators, and investors navigating higher education. Built at ASU, presented at SXSW EDU 2026.
A calm, evidence-led AI interrogation interface that pressure-tests startup ideas through five adaptive questions and an evidence-linked verdict.
Validate whether a demand is real before you build it — a Claude Code plugin: two evidence pillars, a 7-axis scorecard, an adversarial red-team, an answer-first report. Zero login. · 在动手之前验证「这个需求是不是真的」的 Claude Code 插件:双支柱证据 + 7 项评分卡 + 对抗红队 + 答案优先报告,零登录。
Evidence-first product idea review for independent builders.
Productfound — AI skill for market research from 1,000 failed startups. Find the gap before you build.
See your product through your buyers' eyes — an agent skill that runs synthetic purchase-intent panels (SSR method, arXiv:2510.08338) against any website or product concept
Intelligently validate startup ideas, analyze market size, competitors, technical feasibility, and business models
GoShipOrSkip is an AI-powered app idea validation engine that analyzes real user reviews from platforms like Google Play, App Store, and Product Hunt to uncover complaints, missing features, and market opportunities — before you write a single line of production code.
AI-powered idea validation engine with pluggable LLM and search providers
A demand-validation studio for Claude Code. Prove real cold demand before you write code, kill weak ideas cheap, and learn what to build — and what not to — then loop. Refine → Research → Validate.
Full idea-to-deployed-MVP pipeline for Claude Code. Type /vibe for 9-stage workflow: validate → brainstorm → prep → plan → build (TDD) → QA → roast → ship → monitor
This tool helps you evaluate AI-based startup ideas instantly using Gemini LLM. Just input your idea, and get insights like:Market competitors,Solved pain points,Monetization strategies,Improvement suggestions ,30-sec investor pitch,Visual validation scoring (bar/pie charts) Built with Streamlit
Meet someone who is already there, face to face.
Open-source Claude skill for evidence-first AI business idea discovery & validation. Find a painful, already-paid-for workflow AI can replace — then prove willingness-to-pay before building.
personaprobe — AI user research on a Korean-demographics synthetic persona panel. https://personaprobe.vibestash.app
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