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CSQA FIELD GUIDE / Chargeback

Comparing Chargeback Results

To compare Chargeback results, keep input, format and settings fixed and change one variable.

Updated 2026-11-01About 3 minLocal test
Quick answer

To compare Chargeback results, keep input, format and settings fixed and change one variable. Chargeback response is an evidence exercise, not an emotional one.

Why it matters

Changing several variables at once makes results unattributable.

Submit on time: order, delivery, communication, refund policy.

Step by step

  1. Define QA goals and observable behaviors before building a giant scorecard.
  2. Stratify samples by shift, channel and risk so they represent real problems.
  3. Calibrate scoring boundaries before ranking or performance decisions.
  4. Attribute issues to knowledge, process, system or people before choosing fixes.

Common mistakes

  • Scoring without calibration makes managers incomparable.
  • Sampling only easy tickets biases the result.
  • Using QA as punishment makes agents hide context.
  • Looking only at CSAT while ignoring resolution and rework.

Checklist

  • Scorecard has behavioral anchors.
  • Sampling has stratification rules.
  • Calibration records disputed samples.
  • Issues have owners and review dates.

Key facts

  • Submit on time: order, delivery, communication, refund policy.
  • Organize evidence as a timeline.
  • High chargeback rates point back to product and description accuracy.

FAQ

How do I compare two Chargeback results?

To compare Chargeback results, keep input, format and settings fixed and change one variable. Chargeback response is an evidence exercise, not an emotional one.

How long does it take?

Usually 1-3 minutes; for intermittent issues, run 30 seconds and retest elsewhere.

Is data uploaded?

Runs locally and does not upload video/audio; extensions may still read the page.

Source: Stripe disputes