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Head of Customer Success Interview Scorecard

ZYTHR Resources September 11, 2025

TL;DR

This scorecard evaluates candidates for Head of Customer Success across strategic impact, revenue retention and team leadership. It focuses on measurable outcomes, operational rigor, and cross-functional influence to predict success in scaling customer success functions.

Who this scorecard is for

For hiring managers, VPs, and recruiters assessing senior customer success leaders for enterprise or high-growth SaaS companies. Use it to structure interviews, calibrate scores, and compare candidates on consistent, outcome-oriented criteria.

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A ready-to-use Head of Customer Success Interview Scorecard template

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How to use and calibrate

  • Pick the level (Junior, Mid, Senior, or Staff) and adjust anchor examples accordingly.
  • Use the quick checklist during the call; fill the rubric within 30 minutes after.
  • Or use ZYTHR to transcribe the interview and automatically fill in the scorecard live.
  • Run monthly calibration with sample candidate answers to align expectations.
  • Average across interviewers; avoid single-signal decisions.

Detailed rubric with anchor behaviors

Customer Retention & Growth

  • 1–2: Misses renewal targets repeatedly and responds to churn only after it occurs.
  • 3: Meets renewal targets and resolves escalations to stabilize churn.
  • 4: Consistently exceeds renewal and expansion targets through proactive programs.
  • 5: Drives sustained NRR improvement with scalable retention and expansion engines.

Strategy & Roadmap

  • 1–2: Lacks a coherent CS strategy or cannot connect CS activities to business outcomes.
  • 3: Defines a practical roadmap aligned to key company metrics.
  • 4: Builds a multi-quarter CS strategy that anticipates customer needs and scales operations.
  • 5: Creates visionary, measurable CS strategy that shifts company trajectory and competitive positioning.

Team Leadership & Development

  • 1–2: Fails to hire, retain, or coach CS staff; high team turnover.
  • 3: Hires competent reps, provides regular coaching, and manages performance.
  • 4: Builds a high-performing structure with career paths, low turnover, and strong managers.
  • 5: Develops leaders, scales org design, and creates bench strength for rapid growth.

Customer Experience & Operations

  • 1–2: Operational chaos or inconsistent onboarding and support processes.
  • 3: Implements reliable onboarding, playbooks, and case management practices.
  • 4: Optimizes workflows and tooling to improve time-to-value and CS productivity.
  • 5: Designs end-to-end customer journeys and automations that scale experience quality.

Metrics, Analytics & Forecasting

  • 1–2: Cannot produce or interpret core CS metrics; forecasts are unreliable.
  • 3: Tracks retention, churn, and expansion with basic dashboards and accurate short-term forecasts.
  • 4: Uses cohort analysis, leading indicators, and predictive models to drive decisions.
  • 5: Builds advanced analytics and forecasting that inform strategy and reliably predict revenue impact.

Cross-Functional Influence

  • 1–2: Rarely partners with Sales, Product, or Marketing and cannot gain alignment.
  • 3: Collaborates with peers to resolve customer issues and supports go-to-market motions.
  • 4: Influences product and sales priorities; negotiates cross-team tradeoffs effectively.
  • 5: Drives cross-functional initiatives that materially improve product adoption and revenue.

Product Feedback & Voice of Customer

  • 1–2: Does not capture or communicate customer insights to product teams.
  • 3: Collects and routes customer feedback to product and tracks some outcomes.
  • 4: Systematically prioritizes customer feedback and influences roadmap decisions.
  • 5: Integrates voice of customer into product strategy and proves impact on usage and retention.

Scoring and weighting

Default weights (adjust per role):

Dimension Weight
Customer Retention & Growth 20%
Strategy & Roadmap 15%
Team Leadership & Development 18%
Customer Experience & Operations 15%
Metrics, Analytics & Forecasting 12%
Cross-Functional Influence 10%
Product Feedback & Voice of Customer 10%

Final score = weighted average across dimensions. Require at least two “4+” signals for Senior+ roles.

Complete Examples

Head of Customer Success Scorecard — Great Candidate

Dimension Notes Score (1–5)
Customer Retention & Growth Clear, replicable NRR growth and repeatable upsell motions. 5
Strategy & Roadmap Strategic multi-year plan that drives measurable company-level impact. 5
Team Leadership & Development Strong leadership bench and measurable improvements in team productivity. 5
Customer Experience & Operations Automated journeys and measurable reductions in time-to-value. 5
Metrics, Analytics & Forecasting Predictive models and cohort insights that change prioritization. 5
Cross-Functional Influence Led cross-functional programs that improved adoption or reduced churn. 5
Product Feedback & Voice of Customer Customer-driven roadmap items with measurable adoption and retention gains. 5

Head of Customer Success Scorecard — Good Candidate

Dimension Notes Score (1–5)
Customer Retention & Growth Stable renewals and occasional upsell wins. 3
Strategy & Roadmap A clear 6-12 month roadmap with measurable milestones. 3
Team Leadership & Development Stable team with documented coaching and performance cycles. 3
Customer Experience & Operations Documented playbooks and predictable onboarding metrics. 3
Metrics, Analytics & Forecasting Regular dashboards and generally accurate monthly forecasts. 3
Cross-Functional Influence Regular collaboration that clears blockers for customers. 3
Product Feedback & Voice of Customer Regular feedback reports and some product changes driven by CS input. 3

Head of Customer Success Scorecard — No-Fit Candidate

Dimension Notes Score (1–5)
Customer Retention & Growth High churn rates and missed renewal quotas. 1
Strategy & Roadmap No documented CS plan tied to company goals. 1
Team Leadership & Development Persistent hiring gaps and frequent exits. 1
Customer Experience & Operations No standardized onboarding or inconsistent case handling. 1
Metrics, Analytics & Forecasting No dashboards and inaccurate renewal forecasts. 1
Cross-Functional Influence Siloed work and unresolved cross-team escalations. 1
Product Feedback & Voice of Customer No mechanism for surfacing customer needs to product. 1

Recruiter FAQs about this scorecard

Q: Do scorecards actually reduce bias?

A: Yes—when you use the same questions, anchored rubrics, and require evidence-based notes.

Q: How many dimensions should we score?

A: Stick to 6–8 core dimensions. More than 10 dilutes signal.

Q: How do we calibrate interviewers?

A: Run monthly sessions with sample candidate answers and compare scores.

Q: How do we handle candidates who spike in one area but are weak elsewhere?

A: Use weighted average but define non-negotiables.

Q: How should we adapt this for Junior vs. Senior roles?

A: Keep dimensions the same but raise expectations for Senior+.

Q: Does this work for take-home or live coding?

A: Yes. Apply the same dimensions, but adjust scoring criteria for context.

Q: Where should results live?

A: Store structured scores and notes in your ATS or ZYTHR.

Q: What if interviewers disagree widely?

A: Require written evidence, reconcile in debrief, or add a follow-up interview.

Q: Can this template be reused for other roles?

A: Yes. Swap technical dimensions for role-specific ones, keep collaboration and communication.

Q: Can ZYTHR auto-populate the scorecard?

A: Yes. ZYTHR can transcribe interviews, tag signals, and live-populate the scorecard.

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