This issue of TLDR Marketing covers nine new LinkedIn features and how to use them, argues that sentiment scores alone miss real social insights, and offers practical tips on subject lines, AI use, and experiment design. It also highlights debates around under-16 social media bans, AI’s role as an augment rather than replacement, confidence scoring flaws, and emerging hybrid AI verification models.

This issue covers rising AI chatbot use in the US and how marketers are shifting from X to platforms like Instagram and YouTube Shorts. It also dives into signal-based GTM tactics, the pitfalls of AI-driven search hacks, new Bing AI visibility tools, JS rendering tests in assistants, and tips for building cult brands.

This roundup covers nine quick marketing updates, from Lipton’s local creator hubs and Starbucks’ employee-driven TikTok ads to LinkedIn’s collaborative posts and TikTok’s AI ad tools. You’ll also find fresh meeting formats, an AI e-commerce flywheel and a webinar on getting your product recommended in AI search.