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valtterimelkko
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saas-idea-finder

Aggregate web trend data to identify and score Micro-SaaS opportunities.

1|1|Updated Jun 11, 2026
Search Tags:#automation#ideation#market research#saas#trend analysis#business
One-click install
npx skills add https://github.com/valtterimelkko/agent-workflow-skills --skill saas-idea-finder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: saas-idea-finder
Source: https://github.com/valtterimelkko/agent-workflow-skills/tree/main/skills/saas-idea-finder
Command: npx skills add https://github.com/valtterimelkko/agent-workflow-skills --skill saas-idea-finder

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gpt-researcher, openai, duckduckgo-search, and includes scripts (resource) components.

What problem does it solve?

This skill solves the challenge of identifying viable Micro-SaaS opportunities by automating the discovery, research, and validation of trending topics across multiple platforms.

Core Features & Use Cases

  • Multi-Source Discovery: Aggregates signals from HackerNews, GitHub, Reddit, Twitter, and more to find emerging pain points.
  • Deep Research: Uses GPT Researcher to conduct comprehensive web analysis on specific topics.
  • Viability Scoring: Generates actionable business ideas with market sizing, JTBD framework analysis, and 0-100 viability scores.
  • Use Case: A developer wants to find a new project idea; they run this skill to get a daily report of high-potential SaaS opportunities based on current developer and business trends.

Quick Start

Run the full pipeline script to discover and analyze trending topics for the current day.

Frequently Asked Questions about saas-idea-finder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find trending Micro-SaaS ideas using automated market research?▼

Find trending Micro-SaaS ideas by automating market research to aggregate real-time trend data from diverse web sources, validating emerging pain points into viable business opportunities.

What is the best way to validate SaaS opportunities from Reddit and GitHub?▼

Validating SaaS opportunities from Reddit and GitHub is best achieved by aggregating multi-source signals to conduct deep web analysis and generate a 0-100 viability score for each idea.

How does automated trend analysis score SaaS business viability?▼

Automated trend analysis scores SaaS viability by applying the JTBD framework and market sizing to aggregated web data, generating a 0-100 score to validate Micro-SaaS opportunities.

Do I need OpenRouter API keys to run SaaS ideation workflows?▼

You need OpenRouter API integration along with GitHub and social media platform APIs to perform automated SaaS ideation, deep research, and viability scoring workflows.

Can I use GPT Researcher for competitive analysis and market sizing?▼

Use GPT Researcher for competitive analysis and market sizing by running comprehensive web analysis on specific topics, transforming aggregated trend data into actionable business ideas.

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