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Actionable
Takeaways

Case Studies Are Worthless - Hire for "Psychotic Work Ethic" Instead:

Kyle's RevOps team correlates all interview scores against lifetime and 3-month attainment metrics. The shocking finding: sales craft performance in case studies shows zero correlation with role success. Instead, he's restructured evaluation around organizational skills, coachability, and what he calls "psychotic work ethic." His new grad hires now outpace experienced reps in ramp time because they lack bad habits and cynicism.

Implement Structured Bias-Fighting Using Kahneman's Principles:

Kyle applies "Thinking Fast and Slow" methodology by scoring five company values independently, asking identical questions in identical sequence, and providing the same feedback to all candidates. This prevents halo effect contamination where charismatic candidates get inflated scores across unrelated criteria. He even gives identical feedback regardless of case study performance to create controlled comparison environments.

Run Champion-Based Hiring to Avoid Consensus Dilution:

Kyle explicitly rejects hiring by committee. Bar raisers provide structured feedback on specific weaknesses, but hiring managers retain full ownership and must champion their decision. This prevents the accountability diffusion that kills hiring standards while maintaining quality control through independent evaluation of different criteria.

Execute Back-Channel References with Percentile Ranking Questions:

Kyle's "mutual references" system grants candidates access to every direct report and counterpart from his career while requesting the same permission. His killer back-channel question: "Of all the people you've worked with in this function, what percentile would you put this person in?" Anything below top 10% triggers a no-go decision, because mediocre references predict mediocre performance.

Build Personal Brand Flywheels That Generate 40-80K Job Post Impressions:

Kyle's systematic LinkedIn content creation was generating 40-80K impressions per job post pre-algorithm change, sourcing 80% of their initial IC team through network effects. Combined with top 0.3% RepVue scores, this creates compounding hiring advantages where top talent actively seeks you out rather than requiring expensive sourcing.

Conversation
Highlights

In this episode of How I Hire, Andy Mowat speaks with Kyle Norton, CRO at Owner.com, about building systematic hiring processes that overcome cognitive bias in high-velocity sales environments. Drawing from his experience scaling Owner.com from $20M to approaching $50M ARR while maintaining 2.5X year-over-year growth, Kyle shares data-driven frameworks for evaluating talent in SMB-focused sales organizations. His approach reveals how structured processes and post-hire analysis can dramatically improve hiring accuracy when traditional interview methods fail.

Topics discussed:

  • The “hire 18 months ahead” framework for companies above $20M ARR still doubling – specifically how Kyle hired an SVP of Go-to-Market Strategy from HubSpot to unlock initiatives he was personally bottlenecking, demonstrating when to pull senior hires forward versus waiting.
  • Kyle’s counter-intuitive discovery through quarterly hiring analysis that sales craft performance in case studies was non-predictive of role success – leading to a complete restructuring toward evaluating “psychotic work ethic,” organizational skills, and coachability over traditional sales acumen.
  • The systematic bias-fighting approach using Kahneman’s principles: independent scorecarding across five company values, asking identical questions in identical sequence, and providing the same feedback to all candidates to create controlled comparison environments that prevent halo effect contamination.
  • Kyle’s quarterly “hiring autopsy” process where RevOps correlates interview scores from all stages (recruiter screen, hiring manager, case study, bar raiser) against actual performance metrics, then conducts 90-minute outlier analysis sessions to identify process gaps and manage blind spots.
  • The champion-based hiring model that explicitly avoids consensus decision-making – where bar raisers provide structured feedback on specific criteria but hiring managers retain full ownership, preventing diluted accountability while maintaining quality control.
  • Kyle’s “mutual references” system including his template that lists every direct report and counterpart from his career, granting candidates permission to source their own references while requesting the same access – plus his specific back-channel questions like percentile ranking among all functional peers.
  • Why cold calling the functional hiring manager remains the highest-conversion candidate strategy, and how Kyle’s systematic LinkedIn content creation (generating 40-80K impressions per job post pre-algorithm change) created hiring flywheels that sourced 80% of initial IC team through network effects.
  • The shift toward hiring new graduates over experienced reps when backed by heavy enablement infrastructure – Kyle’s data showing university hires ramp faster than experienced SDRs due to coachability and lack of bad habits, supported by strong enablement team investment.

 

ABOUT YOUR HOST: 

Andy Mowat has built GTM engines for top companies throughout his career. He led Revenue Operations and Demand Gen at four unicorns, including scaling from $10M to $100M ARR at both Upwork and Culture Amp, and helping guide Box and Carta through IPO scale. With a passion for connecting people, Andy has advised executives on their careers for years and launched Whispered to make searching for executive roles less intimidating. 

Learn more about about Whispered: www.whispered.com

Interact with AI Andy: www.whispered.com/whisper-search

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