---
id: ins_competency-analytics-over-activity
operator: Chris Orlob
operator_role: CEO, pclub.io; former Gong sales leader
source_url: https://www.pclub.io/blog/sales-competency-analytics
source_type: essay
source_title: Sales Competency Analytics
source_date: 2026-04-17
captured_date: 2026-05-02
domain: [sales, gtm]
lifecycle: [sales-enablement, measurement-experimentation]
maturity: applied
artifact_class: framework
score: { originality: 3, specificity: 4, evidence: 4, transferability: 4, source: 4 }
tier: B
related: []
raw_ref: 
---

# Score reps on a fixed competency rubric, not on activity dashboards

## Claim
Sales coaching reframes around skill-level data, not activity dashboards. Score every recorded buyer call on a fixed rubric, discovery quality, multi-threading, objection handling, next-step specificity, then route a personalized coaching plan to each manager. The enablement leader becomes the checkpoint for which gaps trigger an actual coaching cycle.

## Mechanism
Activity dashboards measure inputs (calls dialed, meetings booked) that are weakly correlated with deal outcome. Competency scoring measures the behaviors that move deals; AI listening makes the rubric scalable across every call instead of a sampled few.

## Conditions
Holds when: calls are recorded, the rubric is stable, and an enablement owner names which gaps matter this quarter.
Fails when: the rubric is invented per-call (no consistency) or no human routes coaching cycles based on the data.

## Evidence
> "Revenue rarely improves from generic sales training, it improves when training targets the exact decision friction blocking deals."
· Rohit Shah, quoted in Chris Orlob's competency analytics piece, 2026-04-17

## Signals
- Coaching plans cite specific rubric scores, not activity counts.
- Managers run weekly 1:1s off the rubric report rather than the activity dashboard.
- Rep performance trends tracked at the competency level over quarters.

## Counter-evidence
Early-stage teams with no playbook lack a stable rubric, activity tracking is the temporary substitute until the playbook stabilizes.

## Cross-references
- (none in current corpus)