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 AI coding skill that reviews product and feature risk before agents start building.
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 plugin that pressure-tests product ideas before you build them.
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.
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.
Stop Guessing. Start Dominating. - Automated market intelligence for AI startups that refuse to fail
A Codex skill for discovering, evaluating, and validating software product opportunities using market evidence and low-cost demand tests.
Intelligently validate startup ideas, analyze market size, competitors, technical feasibility, and business models
Stress-test an idea before you spend months on it: five adversarial AI personas fight it out in parallel, a judge rules GO, PIVOT or KILL with a pre-registered next test, and the verdict stays accountable in your repo as evidence comes in. Claude Code skill, plain markdown, zero dependencies.
Evidence-first product idea review for independent builders.
Evidence-driven Agent Skills for Amazon product research, VOC intelligence, design patent risk, supplier feasibility, and Go/No-Go decisions.
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
AI-powered product readiness platform that analyzes websites, GitHub repositories, and pitch decks to deliver launch-ready insights through specialized AI reviewers.
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