# Read the outcome, not a confidence score

Zerocheck reports what each browser step did and whether the requested outcome passed. It does not assign a release-readiness or coverage score.

Zerocheck reports what each browser step did and whether the requested outcome passed. It does not assign a release-readiness or coverage score.

## Who it is for

- Role: Engineering lead
- Company: Teams evaluating AI browser testing
- Trigger: A passing result needs an explanation the team can trust

## Why this is underserved

- A high AI confidence score would not prove the product works.
- A test can pass while leaving other flows untested.
- The expected outcome determines what a result actually means.

## The workflow

Before: The team asks whether a green dashboard means the whole release is safe.

After: Review the specific flows that ran, their assertions and the browser evidence. Combine those results with code review and the rest of the test suite.

## How Zerocheck handles it

1. Name the behavior and define a visible expected outcome.
2. Read the test steps and inspect their actual results.
3. Investigate pending recovery and unresolved inputs.
4. Make the release decision using the tests that ran and the gaps your team knows remain.

## Good fit when

- A web app and a repeatable user flow
- A test environment, test accounts and an explicit expected outcome

## Frequently asked questions

### Does Zerocheck calculate a release confidence score?

No. It exposes test outcomes, failure details and healing validation states.

### What does a pass establish?

That the executed test met its stated assertions in that run. It is not a guarantee about untested behavior.

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Canonical: https://tryzerocheck.com/use-cases/confidence-scoring/
Updated: 2026-09-14