AI-Driven Algorithmic Recommendation Engine for Media

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AI-Driven Algorithmic Recommendation Engine for Media

Inspired by a conversation on:

Prof G Markets

Prof G Markets

TikTok, Warner Bros, and the Rise of the Ellison Empire

Host: Scott Galloway and Ed

Timestamp: 19:08 - 19:33

Listen to Episode • View Podcast • All Ideas from Prof G Markets

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Direct Quote

"He said the mission involves improving algorithmic recommendation engines for Paramount+."

Market Gap

Media platforms need to enhance content discovery for users.

As media companies like Paramount+ compete for viewer attention amidst a sea of content, the ability to effectively recommend relevant content is critical. Traditional recommendation systems often rely on simplistic algorithms that do not capture complex user behaviors and preferences, leading to poor user engagement and dissatisfaction. This problem is exacerbated by the sheer volume of content available, making it challenging for users to find what they genuinely want to watch. A robust, AI-driven recommendation engine could significantly improve user experience by providing personalized content suggestions based on real-time data, viewing habits, and audience trends, thus driving higher retention rates and engagement levels.

Summary

The business concept involves developing a sophisticated AI-driven algorithmic recommendation engine tailored for media platforms like Paramount+. This engine would utilize machine learning to analyze user data and behavioral patterns to deliver highly personalized content recommendations, improving user satisfaction and engagement. By integrating this technology, media companies can not only enhance their user experience but also increase their retention rates. The target audience includes streaming platforms and media companies seeking to differentiate themselves in a competitive landscape. By leveraging AI, they can redefine how content is discovered and consumed, aligning with the vision presented by David Ellison about merging technology with media.

Categorization

Business Model
SaaS
Target Founder
Technical
Difficulty
Medium
Time to Revenue
3-6 months
Initial Investment
$1,000-$10,000

Potential MRR (18-24 months)

Conservative
$5,000 - $10,000 MRR
Moderate (Most Likely)
$15,000 - $25,000 MRR
Optimistic
$50,000 - $80,000 MRR

* Estimates assume solo founder/bootstrap scenario with competent execution

Scores

Clarity
8/10
Novelty
8/10
Feasibility
8/10
Market Potential
9/10
Evidence
9/10
Overall
8.4/10
Found on September 22, 2025 • Analyzed on September 22, 2025 9:42 AM

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How should I validate this saas idea before building it?

2:34 PM

Great question! For a saas idea like this, I'd recommend starting with these validation steps:

  1. Customer interviews: Talk to Technical to understand their pain points
  2. MVP approach: Build a simple landing page to test demand
  3. Competitor analysis: Research existing solutions and identify gaps

Would you like me to help you create a specific validation plan for your medium difficulty idea?

2:35 PM

Yes, and what about the technical implementation? Should I build this myself or hire a team?

2:36 PM

Based on your idea's complexity and 3-6 months, here's my recommendation:

Technical Strategy:

  • Start with no-code tools for rapid prototyping
  • Consider your technical background and available $1,000-$10,000
  • Plan for scalability from day one

I can help you create a detailed technical roadmap and resource allocation plan...

2:37 PM

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Similar Ideas

AI-Powered Content Creation Optimization Tool

The idea involves creating an AI-powered platform that assists media companies in optimizing their content production processes. By integrating advanced algorithms, this tool would analyze past content performance, audience engagement metrics, and current market trends to suggest improvements in scriptwriting, editing, and even marketing strategies. This could enable companies like Paramount to operate more like tech firms, streamlining production and enhancing their technological capabilities. The target audience for this tool would be media companies, production houses, and independent filmmakers seeking to leverage technology to gain a competitive edge. Similar to how David Ellison envisions a tech-savvy media enterprise, this tool would help traditional companies transition into the digital age.