Weaviate’s Content Architecture: Using the “Three H Model” to Win Developer Mindshare

Developer marketing requires precision. In a recent episode of Category Visionaries, Weaviate founder Bob van Luijt revealed how they’ve adapted a content strategy from YouTube creators to build developer mindshare for their vector database technology.

“There’s a famous strategy which is called the three h strategy,” Bob explains. “It’s a marketing strategy that actually comes from youtubers.” Originally designed for influencer marketing, Weaviate has reimagined this framework for developer content.

Let’s break down each component and how Weaviate implements it:

Hero Content: Building Brand Awareness At the top of the funnel, Hero content aims for maximum reach. “With hero content, you just try to get to a lot of eyeballs,” Bob explains. For Weaviate, this includes:

• Their podcast featuring AI industry leaders
• Social media content about the broader AI space
• Conference presentations

The key is subtle brand association. As Bob notes, “Maybe the name Weaviate is only mentioned, maybe in the intro, or you can only see it in logo… you fetch a lot of eyeballs, people are very interested in it, but it’s just associating yourself with that space.”

Hub Content: Demonstrating Solutions Hub content connects broader industry themes to specific solutions. “If you want to build something like this or you want to do something like we’ve just shown you in these, we talked about in the podcast of what you’ve seen on the social media posts, this is how you build it yourself,” Bob explains.

This middle-funnel content shows developers how to solve real problems using Weaviate. It bridges the gap between awareness and implementation.

Hygiene Content: Supporting Implementation The bottom of the funnel focuses on helping committed users succeed. “In the academy, people really learn to work with the database in detail,” Bob notes, “but those are people who are already sold on using the database or maybe still in POC phase, but very close to being sold on using the database.”

This includes:

• Technical documentation
• The Weaviate Academy
• Detailed implementation guides

What’s particularly interesting is how Weaviate measures success across these content types. For Hero content, they focus on engagement metrics: “shares, likes and those kind of things,” Bob explains. The impact isn’t immediately measurable in revenue – and that’s okay.

Bob compares it to classic consumer advertising: “I often compare it more with these soap commercials we saw back in the days… the moment that you had to buy soap or toilet paper in the supermarket, you associated the brand with something that you knew.”

This patience with attribution reflects a sophisticated understanding of the developer journey. As Bob notes, “If a dollar comes in and somebody was like, ‘Oh yeah, four months ago I saw this social media post, or I listened to this podcast and you came on my radar, and now therefore I’m buying right now’ – that’s not how it works.”

The framework’s effectiveness comes from its alignment with how developers actually make decisions. Instead of pushing for immediate conversion, it builds familiarity and trust over time through increasingly specific and practical content.

For founders building developer tools, the Three H Model offers several advantages:

• Clear structure for content planning
• Different success metrics for different content types
• Natural progression from awareness to implementation
• Balance between brand building and practical utility

But perhaps most importantly, it supports Weaviate’s core marketing principle: “Help people be successful in what they want to build. Don’t push your technology. Help them be successful using your technology.”

By structuring content around this principle – from broad industry insights to specific implementation details – Weaviate has created a content engine that drives both developer adoption and enterprise sales.