Cut the bot check down to what the risk needs

When to use it

When a form makes every visitor pass a visible challenge, like a checkbox, image grid or puzzle, and completion drops at that step.

How to run it

1. 1Replace the interactive challenge with invisible risk scoring, and show a real challenge only to sessions that score badly.
2. 2Start cheap on a low-risk form: a hidden honeypot field plus a submission rate limit. Watch qualified leads, not raw volume.

Why it works

Make the action easier to complete

A visible challenge charges every genuine visitor to stop a small fraction who are not. W3C's own working note documents visual challenges as an accessibility barrier, and image grids that need several rounds are where completions are lost.

Source: W3C: Inaccessibility of CAPTCHA