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Automate engaging content creation
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Module 3
Data Analysis & Trend Identification
1
Clustering Content with Text Embeddings
Cluster collected content using text embeddings to identify emerging topics.
Detecting Trends with Topic Frequency and Velocity
Analyze topic frequency and velocity over time to detect trending signals.
3
LLM for Trend Ranking and Hype Filtering
Use an LLM to rank trends by relevance and filter out short-lived hype.
4
Synthesizing Sources for Trend Narratives
Design prompts to synthesize multiple sources into a coherent trend narrative.
5
Challenging Trends: A Thought Leadership Approach
Generate unique or contrarian angles on identified trends for thought leadership.
6
Structuring Content Outlines from Trend Analysis
Produce structured content outlines from the trend analysis output.
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Automated Data Collection
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LLM-Powered Text Generation