viral-predictor

Assign virality probability scores to content drafts across social media platforms.

1|Updated Mar 19, 2026

Search Tags:#predictive analytics #content analysis #social media marketing #virality prediction #platform algorithms

Ready to run

npx skills add https://github.com/namanwtf/brand-marketing-team --skill viral-predictor

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: viral-predictor
Source: https://github.com/namanwtf/brand-marketing-team/tree/main/skills/viral-predictor
Command: npx skills add https://github.com/namanwtf/brand-marketing-team --skill viral-predictor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The Viral Predictor Skill solves the challenge of guessing which content will become viral. It helps marketers allocate resources effectively by identifying high-probability viral content before publication.

Core Features & Use Cases

Pre-Publish Scoring: Assigns virality probability scores to draft content, ensuring that the best content is chosen for publication.
Multi-Platform Prediction: Accurately predicts the potential virality of content across platforms like TikTok, Instagram, Twitter/X, and YouTube.
Use Case: Before posting on Instagram, use the Viral Predictor to analyze three different Reel concepts to determine which one has the highest chance of going viral.

Quick Start

Use the viral-predictor skill to score a new video content draft for Instagram, including its potential for virality.

Frequently Asked Questions about viral-predictor

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

FAQPage Schema

How do I predict if my social media content will go viral before posting?▼

You can predict social media virality by analyzing content drafts against historical data, audience psychology, and platform algorithms to assign probability scores before publication. This approach identifies high-probability viral content to optimize your marketing strategy.

Can I use virality prediction to compare multiple content drafts for Instagram or TikTok?▼

Yes, virality prediction supports multi-platform analysis for Instagram, TikTok, Twitter/X, and YouTube. You can score multiple draft concepts simultaneously to determine which content variant has the highest probability of going viral on your target platform.

How does content analysis determine the probability score for viral marketing?▼

Content analysis calculates virality probability by evaluating your drafts against historical performance data and audience psychology patterns mapped to specific platform algorithms. This generates a probability score and recommends optimal posting timing for maximum marketing impact.

What is the best way to optimize content planning using predictive analytics?▼

The best way to optimize content planning with predictive analytics is to pre-score draft content for virality probability before publication. This resource allocation strategy ensures you prioritize high-probability viral content across social media platforms.

Do I need historical data to predict content virality across social media platforms?▼

Yes, historical data is required alongside audience psychology and platform algorithm analysis to accurately predict content virality. These three data inputs generate accurate probability scores and optimal timing recommendations for your social media marketing.

When should I not rely on virality prediction for marketing strategy?▼

You should avoid relying solely on virality prediction when your marketing strategy requires long-term brand consistency rather than short-term algorithmic reach. Predictive analytics scores probability but cannot guarantee actual viral outcomes across unpredictable platform algorithm shifts.