Analytics & CRO

Writing for Humans When Robots Do the Research

AI can summarize anything in seconds. That makes the human judgment in your ad copy and landing pages more valuable, not less — if you know where to apply it.

The fear going around marketing right now is the same everywhere: if AI can write a draft in ten seconds, what is a marketer even for? The answer is judgment — and judgment is exactly what AI-generated drafts are missing.

Where the value moved

Research and first-draft synthesis are now commodity tasks. What’s scarce is knowing which claim to lead with in an ad, which counterintuitive angle to test, and which data point to actually trust.

Anyone can generate words. Few can generate a position worth testing.

A practical workflow

I now spend roughly 20% of my content time on drafting and 80% on framing, fact-checking, and adding the kind of specific, defensible detail that AI tools hallucinate or flatten.

Edited & Reviewed by Anil Veeramaneni
Performance Marketer

I work across Google Ads, Meta Ads, CRO, and analytics. At GrowthPulp, I review and break down what actually happens inside campaigns, what marketers often miss, and how to make better paid media decisions.