Support Quality Scorecard

Design a quality scorecard for one support channel that rates accuracy, resolution, empathy, clarity and policy, showing what each score looks like.

Works in ChatGPT, Claude and Gemini13 of 20 in Customer support promptsUpdated 18 Oct 2026
  • customer-support
  • service
  • operations
  • beginner

The prompt

Prompt · 4 blanksBlanks in capitals
Design a quality scorecard our team leads can use to review SUPPORT CHANNEL conversations the same way every time and coach agents from the results.

Use this:
- What our team supports and our tone of voice: TEAM AND PRODUCT
- Policies agents must follow, such as identity checks, refunds and escalation: KEY POLICIES
- What we most want to improve right now: QUALITY PRIORITIES

Write:
1. A scorecard table with columns: criterion, weight (percentages totalling 100), and what a 1, a 3 and a 5 look like. Cover accuracy, resolution, empathy, clarity and policy compliance, plus up to two criteria specific to SUPPORT CHANNEL (e.g. waiting times on chat, call control on phone). Weight QUALITY PRIORITIES higher.
2. Auto-fail items: up to four behaviours that score the whole conversation zero, such as discussing an account before verifying the customer.
3. Two short example replies showing a 1 and a 5 on empathy.
4. Calibration: 3-4 bullet points on how reviewers check they score the same way.

Rules:
- Every score description must name something a reviewer can see in the transcript ("states the next step and when"), not a feeling ("is helpful").
- Score what the agent did, not outcomes they couldn't control, such as a policy that says no.
- Keep it quick enough to complete in under five minutes per conversation.
Insert with the extension

Fill in the blanks

Type your details to see them in the prompt above, then copy it. What you type stays in this tab: it isn't saved or sent anywhere.

Example

SUPPORT CHANNEL
Live chat
TEAM AND PRODUCT
12 agents supporting a home broadband provider; friendly, plain, no jargon
KEY POLICIES
Verify the account holder with postcode and last bill amount before discussing the account; refunds over 50 pounds need a team lead
QUALITY PRIORITIES
Fewer repeat contacts and clearer next steps

How to use it

  1. Fill in the blanks above, or paste the prompt into your AI chat and replace the words in capitals there. How blanks work
  2. Save it to your library to use it again. Your copy keeps the blanks, so next time you only fill them in.
  3. Use it where you chat. With the Save My Prompts extension, pick the prompt inside ChatGPT, Claude or Gemini and fill the blanks there.
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