What is the 10-step discovery pipeline?

It includes strategy planning, Jobs To Be Done (JTBD) framing, How Might We (HMW) ideation, Lean Canvas creation, market sizing, competitor analysis, persona simulation, assumption mapping, canvas revision, and the final PRD.

What industries does Spec support?

Spec adapts to over 20 categories including SaaS, hardware, fintech, healthtech, and games.

How does it handle competitor research?

Spec uses Firecrawl for deep scraping of competitor websites to extract pricing, features, and positioning into a comparison matrix.

Is the output compatible with AI coding tools?

Yes, the final output is a structured Markdown file designed to be used as a prompt or context for AI coding agents.

Does Spec require human input?

Yes, it features human-in-the-loop checkpoints to ensure the AI's research and strategy align with the founder's vision before proceeding.

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Technical specifications

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Spec

An AI PM agent that automates product discovery and creates engineering-ready PRDs. It handles market research, competitor analysis, and persona simulation to turn ideas into technical specs.

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4 months ago

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Technical specifications

Product Management

PRD Generator

Product Discovery

Market Research

Competitor Analysis

Software Development

Lean Canvas

Indie Hackers

AI Agent

Tool information

Provider

Spec AI

Platforms

Web

Languages

English

Added to directory

4 months ago

Last updated

about 2 months ago

Rating

Not available

Pricing

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About Spec

What the tool does and who it's for

Spec is an adaptive AI Product Manager Agent designed to automate the end-to-end product discovery process. It transforms rough ideas into comprehensive, engineering-ready Product Requirements Documents (PRDs) using a 10-step discovery pipeline. The tool conducts automated market research, competitor analysis via deep scraping, and persona simulations to ground specifications in real-world data. Designed primarily for founders and indie hackers, Spec adapts its research strategy across 20+ product categories including SaaS, fintech, and hardware, ultimately producing structured Markdown files optimized for AI coding agents.

Key capabilities

10-Step Discovery Pipeline: Automated flow from strategy planning to final Shape Up PRD.

Adaptive Research Strategy: Tailors depth and modules based on product category (SaaS, Hardware, etc.).

Competitor Deep Scraping: Uses Firecrawl to analyze competitor pricing and feature matrices.

Persona Simulation: Conducts digital focus groups and price sensitivity analysis (Van Westendorp).

Markdown Export: Generates structured specs ready for direct use by AI coding tools.

Human-in-the-Loop: Allows users to review and pivot direction at critical discovery stages.

Automated Lean Canvas: Creates and revises business models based on live market data.

Technical Mapping: Includes data models, API specifications, and explicit scope boundaries.

Pricing

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