Spotify Wrapped 2021: The best working example of AI content at scale
Why I love Wrapped day: seeing how Spotify's machine learning has evolved over time. Read my notes on this year's release.

Audience research, digital channel evaluation, brainstorming and ideation, competitive positioning, information architecture, developing pillars, defining success, writing briefs, big thinking about content’s purpose, and the expertise/proof needed to create great content.
Why I love Wrapped day: seeing how Spotify's machine learning has evolved over time. Read my notes on this year's release.
If you're looking to build audience, brand and a better case for digital content, you may want to adopt a strategy based on content pillars.
Y'all need to write shorter sentences. Here's what to cut from your business writing and why.
A detailed description of my writing and optimization process, along with how it relates to my freelance business strategy
Tags attach metadata labels to your unstructured (paragraph/post) content. Here are my methods for creating a manageable tagging system in Ghost or any other CMS.
Why the WSJ and whistleblower testimony on Facebook feels extraordinarily disingenuous
To put it another way: optimizing with GEO reverse engineering tactics is like entering a house through a small attic window. GEO ignores that the research frameworks literally embedded in the outputs of the model are the keys to the front door.