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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.

Working Website URL+20 Pts

Product listing includes a functional primary website link.

Logo / Thumbnail Uploaded+10 Pts

A customized, high-quality branding logo represents the product.

3+ Screenshots Uploaded+15 Pts

Listing includes at least 3 screenshots showing details or UI panels.

Interactive Demo / Video Link+10 Pts

Adding a demo walkthrough video or Loom video increases clarity.

In-Depth Description+15 Pts

A descriptive write-up of at least 200 characters explaining the launch.

Verified Creator Profile+10 Pts

The builder has completed their profile with verified credentials.

Social Links & Categories+10 Pts

Social links added (+5) and launch tags/categories specified (+5).

Fast Website Load Speed+10 Pts

The product website resolves quickly without errors.

Engagement Score (Dynamic)

Calculates community hype, reviews, and interactive traction.

Every interaction on IndiHunt yields engagement weight, encouraging builders to reply, receive reviews, and discuss live:

3 PtsPer Upvote
5 PtsPer Comment
2 PtsPer Bookmark
1 PtPer 20 Views

How Featuring Works

Launches showing high quality are prioritized on the front page.

1
Automatic Featuring RulesProducts are automatically featured in the "⭐ Featured" tab if they achieve **Quality Score >= 80**, **>= 20 upvotes**, and **>= 5 comments** within the first 12 hours of launching.
2
Editor's Pick overrideIndiHunt admins highlight premium and open-source regional tech masterpieces. Admin selections bypass other score requirements and are featured directly.
3
Spam ProtectionBroken URLs or reported listings automatically fail eligibility checklists and are excluded from featuring ranks.
Creator PolicyWe reward high transparency, detailed taglines, working links, and honest community dialogue. Spammers are permanently blacklisted.