AppPortraitIdeas for AI builders

Marketing · under review · Radar research lead

RedditMetis Pro

By AppPortrait Radar · Published

A SaaS dashboard that extracts and visualizes hidden Reddit analytics (engagement velocity, comment depth, sentiment trends) from the API for creators and marketers.

The problem

Reddit's native app only shows upvotes/downvotes, hiding critical analytics like engagement velocity and comment depth that Twitter/X exposes, forcing users to guess post performance [5].

Proposed solution

Build a tool that pulls Reddit API data to calculate engagement velocity, comment-to-upvote ratios, and sentiment trends, presenting them in a clean dashboard with exportable reports.

Target audience

Reddit creators, community managers, and SaaS marketers needing deeper post performance data than the native app provides.

Key features

  • Engagement velocity tracker (upvotes/comments per hour)
  • Comment depth and sentiment analysis
  • Post performance comparison across subreddits
  • Exportable CSV/PDF reports
  • Real-time alert for viral spikes

Monetization strategy

$19/month for basic analytics, $49/month for advanced sentiment and multi-subreddit tracking.

Skills to build it

  • Python/Node.js for API integration
  • React for dashboard UI
  • PostgreSQL for data storage
  • Basic sentiment analysis (NLP)

An idea is a starting point for research. Validate customer demand before building.

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