ph-algorithm-guide

Analyze Product Hunt ranking factors to create an actionable launch plan.

16|5|Updated Jan 24, 2026

Search Tags:#algorithm #optimization #engagement #launch #ranking #product-hunt

Ready to run

npx skills add https://github.com/yoanbernabeu/producthunt-skills --skill ph-algorithm-guide

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ph-algorithm-guide
Source: https://github.com/yoanbernabeu/producthunt-skills/tree/main/skills/compliance/ph-algorithm-guide
Command: npx skills add https://github.com/yoanbernabeu/producthunt-skills --skill ph-algorithm-guide

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps product teams understand and leverage Product Hunt's ranking factors to improve launch performance and outcomes.

Core Features & Use Cases

Understands ranking factors such as vote weight, engagement depth, and velocity patterns to tailor launch plans.
Provides actionable guidance for timing, content quality, and maker responsiveness across PH campaigns.
Use Case: Plan a 24-hour launch with staged engagement waves and informed expectations about initial and sustained momentum.

Quick Start

Give me a concise PH ranking assessment and an action plan to optimize a new launch.

Frequently Asked Questions about ph-algorithm-guide

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

FAQPage Schema

How does the Product Hunt ranking algorithm work for launch optimization?▼

Product Hunt ranking factors include vote weight, engagement depth, and velocity patterns. Analyzing these ranking dynamics allows you to optimize your launch strategy by informing timing, engagement, and content decisions across your campaign.

How do I plan a 24-hour Product Hunt launch with sustained momentum?▼

Plan a 24-hour Product Hunt launch by staging engagement waves and setting informed expectations for initial and sustained momentum. This approach leverages ranking dynamics to optimize timing and maker responsiveness throughout the launch day.

What's the best way to improve Product Hunt ranking through maker responsiveness?▼

Improve Product Hunt ranking by applying actionable guidance to maker responsiveness across your campaign. Engagement depth is a core ranking factor, so actively replying to comments and driving interaction directly influences your launch performance.

Does Product Hunt vote weight affect launch ranking more than engagement depth?▼

Product Hunt vote weight and engagement depth both influence launch ranking. This skill analyzes ranking dynamics to understand how these factors and velocity patterns interact, providing an actionable plan to optimize your overall launch strategy.

When do I need to analyze Product Hunt ranking dynamics for a launch strategy?▼

Analyze Product Hunt ranking dynamics before your launch to optimize strategy and improve performance outcomes. Understanding vote weight, engagement depth, and velocity patterns is needed to tailor launch plans and build momentum effectively.