Concepts

Why Actuant's score is deterministic

Actuant's launch-readiness score is a pure function of what's on your page — the same URL always yields the same number. Learn why the model narrates but never scores.

Last updated 2026-07-18

Actuant's score is deterministic: run the same URL twice and you get the same number, because every check is a real, rule-based inspection of your page — not a language model's opinion.

The rule: the model narrates, never scores

A model can be persuasive and wrong, and it drifts run to run. So Actuant draws a hard line: the 52 checks compute the number with plain logic, and inference is only allowed to write the narrative on top — the "do this first" line and the tailored fix advice. The numbers never pass through a model.

Why this matters to you

  • Trust — a score you can't reproduce is a score you can't act on. Yours moves only when your app changes.
  • Progress tracking — because the scale is fixed, re-running the audit after a fix shows the real delta, not model noise.
  • Honesty — Actuant runs the same audit on its own site and shows you the failing checks. The number isn't marketing.

This is also why re-runs are the feedback loop: fix a check, run the audit again, watch the exact weight move. It's a closed loop precisely because the scoring is deterministic.