196 - The Unique Challenges and Solutions to Selling API-based Analytics and Intelligence Products

196 - The Unique Challenges and Solutions to Selling API-based Analytics and Intelligence Products

From Experiencing Data w/ Brian T. O’Neill by Brian T. O’Neill from Designing for Analytics

June 10, 2026 · 28 min · Episode 196

About this episode

This episode discusses the challenges of selling API-based analytics and intelligence products and strategies to bridge the Invisible Intelligence Gap through user interfaces.

I've been seeing a recurring pattern with companies selling APIs, MCPs, data feeds, and other developer-focused AI products. While the technology is often sound if not impressive, sales momentum sometimes slows when prospects have to imagine how the product will create value in their own environment. My perspective on this is that the flexibility that makes these tools powerful can also make them harder to evaluate. Flexibility can adversely increase the Invisible Intelligence Gap, and I think certain types of AI-based solutions (LLM) may actually increase this because the boundaries of the product are often so much wider than ever before (if not invisible to the buyer). So, how to close this gap? Well, one way is to build a visual UI that showcases what’s possible with your API/feed/data solution. You take the buyer out of the conceptual space and make things concrete. So today, that’s what we dig into: when to consider adding a UI, how far you need to go with it, how you can use Copilot/AI agents to help customize these example implementations, and the benefits you might see. Highlights / Skip to: The challenges of selling API-based analytics and AI products (0:56) Why this…

People in this episode

Host: Brian T. O’Neill

Topics covered

  • API sales
  • analytics
  • AI products
  • Invisible Intelligence Gap
  • user interface
  • sales strategies

Keywords

  • API
  • analytics
  • AI
  • Invisible Intelligence Gap
  • user interface
  • sales
  • flexibility

Mentioned in this episode

Products: API-based Analytics and Intelligence Products, AI-based solutions, Copilot

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