Spec

Spec is an adaptive AI Product Manager Agent designed to streamline and automate product discovery processes. This tool is targeted towards founders and indie hackers and has the capability to adapt its functionality based on the specific type of product, be it SaaS, hardware, fintech, healthtech or any from the 20+ categories. The tool operates on a 10-step discovery pipeline which includes strategy planning, Jobs To Be Done (JTBD) framing, How Might We (HMW), Lean Canvas creation, market sizing, competitor analysis, persona simulation, assumption mapping, canvas revision, and a Shape Up Product Requirements Document (PRD). Specs unique approach allows it to devise its own research strategy, thereby setting research depth, classifying the product and even activating domain-specific modules automatically. The outcome of the Spec AI agent is a structured Markdown file that serves as a complete and comprehensive PRD, formatted and ready for AI coding tools; this file houses data models, API specifications, user stories, and explicit scope boundaries. Spec's functionality also encompasses a key human-in-the-loop feature, giving users control over direction at crucial steps. This AI tool uses Firecrawl for deep scraping of competitor websites, and Tavily for market data search. An additional functionality offered by Spec is its capability to simulate distinct user personas via Van Westendorp Price Sensitivity Meter analysis, thereby surfacing willingness-to-pay ranges and pain points without needing to conduct real user interviews.