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.
Most AI will tell you your startup idea is brilliant. This one researches it properly and scores it out of 100. The two ideas I have put through it came back 43 and 28
Open-source plugin that pressure-tests product ideas before you build them.
Open-source AI Agent Skill for evidence-backed social trend research, social listening, competitor-user research, content opportunities, and product-demand validation.
Repository-based product discovery for Cursor, Codex, and OpenCode. Turn product questions into testable hypotheses, prototypes, and evidence-backed PRDs.
Open-source AI coding skill that reviews product and feature risk before agents start building.
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.
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.
Adversarially pressure-test a product idea to find out if it's a business or just an interesting idea. A Claude Code skill: seven-test battery on an evidence ladder that separates what people say from what they pay.
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.
Intelligently validate startup ideas, analyze market size, competitors, technical feasibility, and business models
One-shot software projects, even if you can't code. Idea to validated MVP for any software, via an honest validation gate + GSD build + synthetic-audience testing. A Claude Code skill.
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。
Stop Guessing. Start Dominating. - Automated market intelligence for AI startups that refuse to fail
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.
Evidence-first product idea review for independent builders.
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
Productfound — AI skill for market research from 1,000 failed startups. Find the gap before you build.
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