Content Velocity Isn’t a Strategy
AI has made it dramatically cheaper to produce marketing content. It hasn’t made it any cheaper to have something distinctive to say — and buyers can tell the difference.
Every generalist claim in a pitch costs conversion, because it shifts positioning work onto the buyer instead of doing it for them. AI-generated content has the same failure mode at a larger scale: it’s easy to produce a lot of competent, on-brand, forgettable content that says nothing a competitor couldn’t also claim.
Velocity without a sharp point of view doesn’t multiply your message. It multiplies the noise your actual message has to compete with — including the noise you generated yourself.
Where AI Actually Helps
- Production speed — turning a strong brief into a strong first draft in minutes, not days.
- Variant testing at scale — running more headline, angle and format tests than a team could manually produce.
- Audience and persona research — synthesising scattered signal about what a segment actually cares about.
- SEO and GEO content structuring — the technical scaffolding (schema, answer-first sections, FAQ blocks) that gets content cited by both search engines and AI answer engines.
Where It Fails
- Positioning and differentiation — the thing that makes content worth reading in the first place still has to come from a genuine point of view, not a prompt.
- Voice — content that sounds like everyone else’s AI output reads as generic even when it’s technically well-written.
- Judgement on what’s actually worth saying, versus what’s easy to generate.
If a competitor could run your exact content brief through the same tools and get something indistinguishable, the tool isn’t your differentiation. It never was.
This site’s own blog runs on the same GEO discipline described above — structured for AI answer engines, not just search rankings. That’s not a coincidence. The scaffolding matters, but it only works because there’s an actual point of view underneath it, post after post.
Read the deep dive: AI Didn’t Kill Content Marketing. It Killed Generic Content Marketing. For tooling, see our Marketing Automation & ABM pick.