Description: Personalise content recommendations for users.
Typical ROI: 20% increase in user engagement .
Best AI Model: Collaborative Filtering
Data Types: User preferences, viewing history, social media data, demographic data.
Description: Use AI to generate content automatically.
Typical ROI: 30% reduction in content creation time .
Best AI Model: GPT-based NLP models
Data Types: Text data, audio data, video data, user feedback.
Description: Analyse audience behaviour and preferences.
Typical ROI: 15% increase in targeted advertising revenue .
Best AI Model: Clustering Algorithms
Data Types: Viewing data, social media, demographic data, engagement metrics.
Description: Optimise ad targeting with AI-driven insights.
Typical ROI: 25% increase in ad conversion rates .
Best AI Model: Logistic Regression
Data Types: User profiles, browsing history, purchase data, ad engagement data.
Description: Automate the moderation of user-generated content.
Typical ROI: 40% reduction in moderation costs .
Best AI Model: CNN
Data Types: User-generated content, social media, video/audio data, comments.
Description: Predict the success of movies and shows.
Typical ROI: 20% improvement in box office forecasting .
Best AI Model: Time Series Analysis
Data Types: Historical box office data, social media, reviews, marketing data.
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