What if LinkedIn’s AI treats your profile differently – not based on your qualifications, your content, or your professional experience – but based on your first name alone? We ran an experiment to find out. The results concern us, and they should concern you too. Why We Ran This Experiment Many professionals have asked whether […]
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In this episode of In-Ear Insights, the Trust Insights podcast, Katie and Chris discuss how user data quality fundamentally controls social media algorithms, including the new LinkedIn LLM system. You will learn how modern social algorithms use language models to predict your engagement, shifting the control back to you. You will discover why your likes, […]
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This data was originally featured in the May 28th, 2025 newsletter found here: INBOX INSIGHTS, May 28, 2025: When AI-First Goes Wrong, Using AI on Your Dark Data In this week’s Data Diaries, let’s discuss some of the dark data you have laying around. Somewhere on your computer or your server is a folder that’s […]
INBOX INSIGHTS: When AI-First Goes Wrong, Using AI on Your Dark Data (2025-05-28) :: View in browser 👉 Our Unofficial Guide to the LinkedIn Algorithm has just been updated with brand new information! Watch This Newsletter 🎧 Listen to this newsletter as an MP3 When AI-First Goes Spectacularly Wrong: Part 1 Last week, we talked […]
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So What? Marketing Analytics and Insights Live airs every Thursday at 1 pm EST. You can watch on YouTube Live. Be sure to subscribe and follow so you never miss an episode! In this episode of So What? Trust Insights weekly livestream, you’ll learn how the LinkedIn algorithm works. You’ll discover how to create content […]
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