YG3 Media Insights
What Is GEO (Generative Engine Optimization)? A Working Guide for B2B Operators
Generative engine optimization (GEO) is the practice of getting your brand cited by AI assistants. Here is what it is, why it matters, and how B2B ope
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Marketing Agency vs In-House Team for SMBs: What the Data Actually Tells Operators
SMBs deciding between a marketing agency and an in-house hire face a real trade-off. Here is how to think through it, and where the model is changing.
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ChatGPT vs Purpose-Trained Marketing AI: Which One Actually Runs Your Campaigns
ChatGPT is a capable general-purpose tool. Purpose-trained marketing AI is designed to run your campaigns. Here is the difference, and when each makes
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Marketing AI That Does the Work: What That Actually Means for a Lean Agency
Marketing AI that does the work is not a chatbot with good prompts. Here is what execution-grade AI looks like for agencies running multiple clients o
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AI That Executes vs AI That Chats: Why the Difference Defines Your Marketing Stack
There is a meaningful gap between AI that generates ideas in a chat window and AI that actually runs your marketing campaigns. Here is how to tell the
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What Is the AI Workforce Model for Marketing? A Working Definition for GTM Operators
The AI workforce model for marketing replaces headcount with specialized AI roles. Here is what it means in practice for agencies and fractional opera
Read more →All-in-One vs Best-of-Breed for Marketing Agencies: The Decision That Defines Your Practice
The all-in-one vs best-of-breed choice shapes how your agency operates. Here is how to think through it as a GTM operator managing multiple clients.
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Switching From Atlassian: What GTM Operators Do Differently After the Migration
Switching from Atlassian to marketing-native infrastructure changes how operators manage clients, content, and campaigns. Here is what that transition
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Looking for an Atlassian Alternative? Here Is What GTM Operators Are Using Instead
Atlassian is built for engineering teams. GTM operators and marketing agencies need different infrastructure — here is what to consider instead.
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