Agency Business #58: If AI isn’t the differentiator, what is? With Supergood’s John Elder
4 snips
Feb 16, 2026 John Elder, co-founder and CEO of Supergood and builder of agency tech, talks data-first creative strategy. He explains how linking datasets to LLMs speeds research and preserves margins. He argues that data ownership, not AI alone, creates competitive advantage. He also covers pricing models, platform costs, and how independents stay nimble.
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Data, Not AI, Is The Differentiator
- AI adoption is widespread so it will not be a lasting market differentiator for agencies.
- Data, not the AI model itself, will determine who gains competitive advantage.
Platform Cut A Six-Week Project To One Week
- SuperGood built an integration platform that folds multiple data sets into commercial LLMs to speed work.
- Early Zipcar work that would take six weeks was completed in about a week using the platform.
Use AI To Free Creative Talent
- Use AI to remove manual friction so top creative talent focuses on high-value thinking.
- Invest in tools that let firms take on projects profitably while rewarding talented staff.