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Scoring & Featuring Algorithm
How we assess quality, measure community engagement, and feature top tech launches.
Overview
IndiHunt values builders who create complete, accessible, and high-quality launches. Our algorithms calculate scores based on two metrics: **Quality Score** (how detailed and complete your listing is) and **Engagement Score** (how the community interacts with your launch).
Quality Score (Max: 100 Points)
Measures launch completeness, clarity, and professionalism.
Product listing includes a functional primary website link.
Provides 2 or more high-resolution product demo screenshots (+10 pts for 1).
In-depth overview explaining features, use cases, and technical details (>100 chars).
Maker has filled out their full bio, headline, avatar, and social links.
Includes a YouTube, Loom, or video demonstration link.
Specifies pricing model (Free, Freemium, Paid, Open Source, etc.).
Offers an exclusive discount code or special offer for the IndiHunt community.
Engagement Score (Unbounded)
Dynamic real-time score based on community support and organic discussion.
Direct upvotes received from authenticated IndiHunt members.
High-value feedback, questions, and maker replies on the product page.
How Products Get ⭐ Featured
Products automatically earn the **⭐ Featured** badge and top feed placement when they meet all of the following quality criteria:
- **Quality Score ≥ 60 points** (out of 100)
- **Community Upvotes ≥ 5** organic upvotes
- **Active Discussion ≥ 1** community comment
- **Maker Bio** is set up and verified