The actual 20-item structure delivered in our QA Program Build engagement. Items, weights, and rubric anchors. Free to view, free to download.
A calibrated QA scorecard is the foundation of any quality program. This one is built from 20 behavioral items grouped into five categories, weighted to reflect what actually matters in customer service interactions. Every item has a behaviorally-anchored 1-5 rubric — no subjective scoring.
Each item is scored on a 1-5 scale using the behavioral anchors at score 1, 3, and 5 (scores 2 and 4 are interpolated). The weighted total gives a single 0-100 quality score per contact.
| ID | Behavior | Weight | Behavioral anchors (1 = poor · 3 = adequate · 5 = excellent) |
|---|---|---|---|
| Opening & Engagement · 15% of total weight | |||
| OE-01 | Greeted customer professionally with brand-appropriate tone | 3.75% | 1Generic or scripted opening; no brand voice. 3Polite greeting that identifies self and company. 5Warm, branded greeting that immediately sets a confident tone and invites conversation. |
| OE-02 | Verified customer identity using approved authentication steps | 3.75% | 1Skipped authentication or asked for unauthorized info. 3Followed authentication steps but mechanically. 5Authenticated efficiently while maintaining conversational flow. |
| OE-03 | Established the customer's underlying need within first 60 seconds | 3.75% | 1Took >2 minutes to clarify what the customer needed. 3Identified stated need within first minute. 5Identified both stated and underlying need; clarified ambiguity proactively. |
| OE-04 | Set clear expectations for the interaction | 3.75% | 1Did not set expectations; customer was uncertain about next steps. 3Stated what would happen next. 5Set expectations on time, process, and outcome; reset expectations as new info emerged. |
| Empathy & Communication · 25% of total weight | |||
| EC-01 | Acknowledged the customer's situation with genuine empathy | 6.25% | 1No acknowledgment of customer's situation. 3Acknowledged the situation appropriately. 5Acknowledged with specificity and warmth, demonstrating understanding of the impact. |
| EC-02 | Used clear, jargon-free language appropriate to customer's knowledge level | 6.25% | 1Used unexplained internal jargon or condescending tone. 3Used clear language, occasional jargon. 5Adapted vocabulary precisely to customer's apparent comfort level. |
| EC-03 | Active listening — confirmed understanding before responding | 6.25% | 1Interrupted or made assumptions without confirming. 3Paraphrased customer's issue at least once. 5Consistently confirmed understanding; surfaced and addressed misunderstandings proactively. |
| EC-04 | Tone matched customer's emotional state (de-escalation when needed) | 6.25% | 1Tone mismatched customer's emotional state; escalated the situation. 3Tone was appropriate but did not actively de-escalate. 5Adjusted tone dynamically; visibly de-escalated when customer was upset. |
| Knowledge & Accuracy · 25% of total weight | |||
| KA-01 | Provided accurate information about products, policies, or procedures | 6.25% | 1Provided incorrect or misleading information. 3Mostly accurate; minor gaps required follow-up. 5Fully accurate; demonstrated deep familiarity with edge cases. |
| KA-02 | Used the knowledge base / internal tools effectively | 6.25% | 1Did not consult resources; relied entirely on memory. 3Used KB but inefficiently (long search, wrong articles). 5Used KB confidently; navigated to right article in <30 seconds. |
| KA-03 | Stayed within scope of authority; escalated appropriately when needed | 6.25% | 1Either over-promised beyond authority or unnecessarily escalated. 3Stayed within authority; escalation decision was correct. 5Made the right authority/escalation call; explained the reasoning to the customer. |
| KA-04 | Documentation captured the interaction accurately for next agent | 6.25% | 1No documentation or inaccurate documentation. 3Captured the basic facts. 5Captured facts plus context that would help any future agent. |
| Resolution & Outcome · 25% of total weight | |||
| RO-01 | Resolved customer's primary issue (or set clear path to resolution) | 6.25% | 1Did not resolve and did not commit to next step. 3Resolved or committed to a clear next step. 5Resolved fully on first contact; proactively addressed adjacent issues. |
| RO-02 | Confirmed customer satisfaction before closing | 6.25% | 1Closed without confirming satisfaction. 3Asked if there was anything else. 5Asked specifically about the resolution; surfaced and resolved residual concerns. |
| RO-03 | Avoided unnecessary repeat contact through proactive information sharing | 6.25% | 1Customer had to call back about predictable adjacent question. 3Anticipated some adjacent questions. 5Proactively shared all information likely to be needed; eliminated need for callback. |
| RO-04 | Closed the interaction on a positive note | 6.25% | 1Abrupt or transactional close. 3Polite professional close. 5Branded close that left customer feeling valued and confident in the outcome. |
| Process & Efficiency · 10% of total weight | |||
| PE-01 | Followed required process steps without skipping critical actions | 2.5% | 1Skipped required compliance / process steps. 3Followed required steps. 5Followed all steps efficiently; explained relevant ones to the customer. |
| PE-02 | Managed hold/dead-air time effectively | 2.5% | 1Excessive dead air or unannounced hold >60 sec. 3Hold time within standard, customer informed. 5Minimal dead air; transparent about any wait and used hold time productively. |
| PE-03 | Used tools/screens efficiently — no observable hesitation | 2.5% | 1Slow navigation impacted customer experience. 3Adequate navigation. 5Fluent navigation across tools; no friction visible to customer. |
| PE-04 | Handle time appropriate for contact complexity (neither rushed nor padded) | 2.5% | 1Handle time significantly out of band for contact type. 3Handle time within expected range. 5Optimal handle time; resolved efficiently without compromising customer experience. |
Each of the 20 items is scored 1-5 against its behavioral anchors. The item score is multiplied by its weight, and the weighted sum produces a single 0-100 quality score per contact. Categories themselves are weighted — Empathy/Communication, Knowledge/Accuracy, and Resolution/Outcome carry 25% each because they drive the customer outcome most directly.
Behaviorally-anchored rating scales eliminate the "what does an 8/10 mean?" debate that ruins most QA programs. Each anchor describes observable behavior — not an opinion.
This sample shows the structure. The actual QA Program Build engagement delivers:
The QA Program Build delivers this scorecard plus the calibration discipline, coaching framework, and reporting structure your team needs to run QA credibly. $4,500, 4 weeks, fixed scope.