Link Archive

TL;DR — Profound launched Workflows, a no-code automation platform for Answer Engine Optimization. Plaid, Stripe, and MongoDB are early customers using it to build content workflows and AEO reports at scale.

TL;DR — Search Console now shows YouTube and Reddit traffic. AI-powered insights suggest questions to analyze data. Google confirmed llms.txt is treated like a text file with no ranking guarantee.

TL;DR — AI platforms drive only 2-3% of organic traffic compared to Google. Teams overinvesting in AI optimization are underperforming on proven SEO tactics that still deliver measurable results.

TL;DR — Salesforce now tells customers Agentforce works best with old-school if-then automation rather than LLM reasoning. Website now promises to eliminate the inherent randomness of generative AI.

TL;DR — A lean breakdown of how a small team shipped an AI growth copilot—focusing on narrow jobs-to-be-done beats general-purpose marketing AI.

TL;DR — Teams are moving from static SOPs to agent-driven execution—campaign setup, QA, and optimization handled end-to-end by AI with humans supervising.

TL;DR — A heated thread debating whether LLMs should replace rules-based attribution—key insight: trust breaks without explainability.

TL;DR — A production-grade agentic architecture powering every sales call: extract context, research, hallucination checks, generate outputs, keep humans in the loop, and continuously iterate. Proof that real AI value comes from system design—not raw model intelligence.

TL;DR — Short description of what this tool does.

TL;DR — Generates 50 ad variants from one brief. Early tests show 23% CTR improvement.

TL;DR — New API generates ad copy variants in seconds. Early testers report 2x CTR improvements.

TL;DR — Claude + Notion + Beehiiv. All free tiers. Full automation possible.

TL;DR — Most teams automate the wrong parts. Focus on research, not writing.

TL;DR — Comments now weighted 3x. Carousels outperform video. Posting time matters less.

TL;DR — Use AI for research and drafts. Keep your voice in final edits. Authenticity still wins.

TL;DR — DMARC now mandatory. Gmail tabs are back. Warm-up sequences more important than ever.

TL;DR — New marketing templates with AI summaries. Database automations for campaign tracking.