Do You Need to Hire a Marketing Engineer?
A marketing engineer makes sense when distinctive systems need continuing internal ownership. For repeatable work, your existing team and software may be enough. Start with the workflow, not the title.
Blog
Ideas for sharper marketing systems.
Read third i articles on AI marketing operations, creative analysis, reporting, growth systems, and performance workflows.
The Real Job of a Marketing Engineer Is Closing the Gap Between Insight and Action
The useful job of a Marketing Engineer begins where a recommendation can stall: a named owner, a bounded proposal, clear approval, confirmation of the change and an outcome review.
Using third i Alongside Semrush, Ahrefs and Claude
Keep the tools your team trusts. See where third i adds connected marketing context, competitor creative research and a shared route into Claude.
Claude Marketing Briefings: Where third i Adds Context
Claude can schedule marketing reports. See how third i adds connected account data and a recurring marketing review alongside the assistant you use.
Cross-Channel Marketing Analysis Without Replacing Your Stack
Separate reports can all be right and still leave the decision unresolved. Learn how to investigate across channels while keeping your specialist tools.
AI Max Copy Preview: Seeing a Sample Isn't Approving It
Google Ads now shows sample AI Max headlines before opt-in. Here is why previewing examples is useful, but does not replace reviewing the copy that actually serves.
How to Defend a 2027 Marketing Budget When the Numbers Disagree
Google, GA4 and the CRM disagree. What should an agency put in a 2027 marketing budget? An account review shows why the answer is not another dashboard.
GPT-6 Astra and the Integration Paradox: When AI Can Use Every Tool, Business Context Becomes the Moat
GPT-6 Astra can operate more software, but useful marketing still depends on connected goals, economics, constraints, decision history and human approval.
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.