Seven takeaways from this conversation.

Actionable for Real Estate Tech Builders marketers

1. Stop measuring content output and start measuring content leverage.

   MRI moved away from tracking pieces-per-quarter in favor of a content engagement score that measures views, unique visits, and sales team usage across every asset. The shift forced content creators to own distribution, not just production — because you can't improve a score by publishing and walking away.
2. Lead with surveys, follow with everything else.

   Rather than starting with a content calendar, MRI starts with surveys sent into each of its target markets. Those responses generate trend reports, which then cascade into webinars, companion blogs, partner quotables, and outbound outreach sequences. Every downstream asset has a defensible source, and the whole system compounds instead of expiring.
3. Co-create research to neutralize the "vendor bias" objection.

   A vendor publishing its own data faces an obvious credibility problem. MRI solved this by partnering with industry organizations to both promote the surveys and co-produce the reports — so the research carries institutional credibility on its face before anyone reads a word. This is the CB Insights model applied at the vertical level.
4. Use conference sessions as credibility deposits, not sales pitches.

   MRI has deliberately built a reputation among industry orgs as a company that shows up to teach, not sell. That reputation earns them session slots, which they use to present survey data to rooms full of prospects — and those prospects come up afterwards to say they're dealing with the same problems. The product conversation happens, but organically.
5. 80% of the B2B buying journey is complete before a prospect talks to you.

   This is the number MRI is seeing in how prospects traverse their website and what resources they download before ever engaging sales. Given that reality, outbound SDR motions that lead with product features are structurally misaligned with buyer behavior. MRI's SDRs now lead with content — inviting prospects to sessions, sharing research — because that's what matches where buyers actually are in the process.
6. Protect digital equity when democratizing thought leadership.

   MRI has found a workable middle ground between the "CEO as sole thought leader" model and a fully distributed approach. SDRs are equipped to post and engage on social. But for long-form pieces that will get PR pickup, MRI identifies specific authors with established digital equity in each market segment — because domain authority and name recognition compound, and diluting that by constantly rotating authors throws it away.
7. AI supercharges output without replacing judgment.

   MRI's content and design team is the same size it was before they integrated AI tools. What changed is throughput — they can produce significantly more across a product portfolio of roughly 150 solutions and the corresponding persona set. But Nicholas draws a clear line: AI hasn't replaced the human judgment required to understand personas and craft messaging that actually lands with specific audiences.