MiniMax H3 vs Seedance 2.5 vs Gemini Omni vs Kling vs Wan 3.0 vs FLUX 3 for Agencies
A practical guide for agencies comparing six leading AI video models by the production job, controls, review burden and client risk that actually matter.
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Ideas for sharper marketing systems.
Read third i articles on AI marketing operations, creative analysis, reporting, growth systems, and performance workflows.
The Paid-Media Control Layer Is Becoming Conversational
Meta AI and ChatGPT Ads signal a shift in paid media: teams will ask for answers and recommendations in chat. The differentiator is trusted context, evidence and human approval.
GA4 Aggregate Identifiers: Why Measurement Must Become a Pre-Flight Check
Google Analytics now flags missing aggregate identifiers. Learn why campaign measurement should be a pre-flight check before launch.
Your AI Agent Can Reach the Internet. That Still Doesn’t Make It Ready for Marketing.
Agent Reach shows how quickly AI agents can gain access to the web, social platforms and research tools. For marketers, the real question is what context, permissions and review sit behind that access.
Kimi K3: What an Open Frontier Model Means for Marketing AI Systems
Kimi K3 is close to the frontier. The bigger shift is that teams now need to route AI work by context, risk, cost and control.
Sonnet 5 vs Opus 4.8 vs Fable 5: A Practical Guide for Marketing Teams
Compare Claude Sonnet 5, Opus 4.8 and Fable 5 by marketing task, cost, context, risk and approval requirements.
Meta Ads AI Connectors Are Open. The Hard Part Is Still Knowing What To Do Next.
Meta has opened Ads AI Connectors in beta. Here is what marketers can do now, where the risks sit, and why cross-channel context still matters
Image Discovery Changes the Job of Brand Creative
Google’s new Images experience is a useful signal: creative is moving from something brands publish into something people browse, save and return to. That changes what marketers need to research before they make the next asset.
GPT-5.6 Sol vs Terra vs Luna for Marketing Teams and Agencies
A founder's practical guide to using GPT-5.6 Sol, Terra and Luna in marketing. Learn which model fits each job and why connected context matters more than raw capability.