Why AI Will Not Create Great Content Any Time Soon
I am bullish on AI creating content at scale. I am bearish on AI creating GREAT content at scale – or at all. Why? It comes down to limits of training data, fundamentally. All machine learning models, from the most basic to the most sophisticated, need something...How Often Should We Change Attribution Models?
Andrea asks, “How often are you changing your attribution modeling vs the change in organizational strategy?” An attribution model is something that’s mapped fundamentally to your sales and marketing strategy. It should change as you change strategy,...Why You Need to Understand Marketing Machine Learning Models
One of the technical marketing hurdles I hear marketers struggling with on a regular basis is the idea of an algorithm. Marketers talk about Google’s algorithm, Facebook’s algorithm, Instagram’s algorithm, and this bit of language matters a great...One Step Closer to the Marketing Singularity
We’re one small step closer to the marketing singularity, the event where machines become our first choice for doing marketing work. Ever since OpenAI’s announcement of GPT-3 (and the relatively heavy restrictions on it), a number of other organizations...How to Think About Conversion Efficiency in Content Marketing
One of the more interesting content marketing metrics that I rarely see in the field is conversion efficiency. There’s some content that simply outperforms other content, but one of the things we forget to include in our normal analysis of content is how much...AI for Marketers Book
In this all-new, completely-rewritten 2nd Edition of AI for Marketers, learn:
- What AI is and isn't
- 5 practical applications of AI in marketing
- Key questions to ask of any vendor claims about AI
- How to prepare your company and your career for AI
