Triton 47 › Money, work & society › After the PhD
Like, Comment, and Share
Index note engagement topology (GPT)
Mostly AI-generated: the bulk of this post is AI output that the author prompted, pasted and kept. The author's own words are typically the short prompts and the closing remarks.
Post profiles based on engagement metrics give the following insights:
- High Likes, Low Comments, Low Shares
- Profile: Visually appealing, emotionally safe, shallow content
- Insight: Passive approval, mass acceptance, low cognitive or emotional investment
- Examples: Aesthetic photos, celebrity selfies, luxury displays
- High Likes, High Comments, Low Shares
- Profile: Controversial or emotionally resonant
- Insight: Strong opinions, active audience engagement, but content not shareable (due to personal or divisive nature)
- Examples: Hot takes, personal stories, polarizing statements
- High Likes, Low Comments, High Shares
- Profile: Relatable or broadly agreeable content
- Insight: Collective resonance, shareability valued over dialogue
- Examples: Memes, inspirational quotes, relatable humor
- Low Likes, High Comments, Low Shares
- Profile: Confusing or provocative
- Insight: Drives discourse but not admiration, possible disagreement or inquiry
- Examples: Unpopular opinions, strange visuals, cryptic messages
- Low Likes, Low Comments, High Shares
- Profile: Informational or utility-driven
- Insight: Practical value overrides emotional response, used not celebrated
- Examples: Tutorials, infographics, event announcements
- High Across All
- Profile: Viral content
- Insight: Global cultural resonance, aligns with dominant sentiment or universal experience
- Examples: Major news, powerful narratives, zeitgeist moments
These patterns reflect what global audiences value, fear, admire, or need. Engagement topology becomes a map of collective cognition.
(generated by chatGPT)
Original: https://triton7777.wordpress.com/2025/06/28/like-comment-and-share/