DesignTech · EXP #05
UXBeacon
A free, login-free UX audit tool that crawls up to 25 pages of a site and runs six deterministic analysis engines in parallel, producing a transparent, exportable health score.
All experimentsProblems solved
- Small problems with my website or app keep piling up
- I do not know what is wrong with my website without paying an expert
- I find it hard to make website colours look right
Context
Most quick UX-audit tools either require a login and a sales conversation, or they return an AI-generated score with no visibility into how it was calculated. UXBeacon set out to be the opposite: free, instant, and built entirely on rules a designer could actually inspect and argue with.
The challenge
The product needed to analyse a real website — crawling multiple pages — and turn that into a single trustworthy score, fast enough to feel instant, without hiding behind an opaque AI model or a sign-up wall.
Research
Grounded every scoring engine in an established, citable framework — Nielsen's heuristics, WCAG 2.2, classic UX laws — specifically so the tool's output could be traced back to a rule, not a black-box model's opinion.
Insights
The key findings that shaped the direction.
Designers don't trust scores they can't trace
A score is only useful if you can ask 'why' and get a concrete rule as the answer — deterministic, rule-based scoring builds more trust than a higher-sounding AI score.
No login is a feature, not a compromise
Removing the sign-up step wasn't just about lower friction — it changed how the tool got used, as a quick sanity-check rather than a formal audit process.
One score isn't enough, but five is too many to act on
A single composite score is useful for a first read, but only broken into heuristics, accessibility, content and UX-law categories does it tell you where to actually start fixing.
How decisions were made
- 01
Build on citable rules, not a model. Implemented each analysis engine — heuristics, accessibility, content, UX laws — as a deterministic rule set that produces the same score for the same input every time.
- 02
Remove every barrier to a first scan. Required no account and no setup — just a URL — so trying the tool costs nothing more than typing a website address.
- 03
Score in layers. Combined five category scores into one weighted A–F health score, so the tool answers both 'how good is this site' and 'good at what, specifically.'
- 04
Make results portable. Built PDF, CSV and JSON export from the start, since a UX audit is rarely useful only inside the tool that generated it.
Solution
A free, login-free UX audit tool that crawls up to 25 pages of a site and runs six deterministic analysis engines in parallel, producing a transparent, exportable health score.
- Six analysis engines: heuristics, accessibility, content, UX laws, health score, exports
- Deterministic, rule-based scoring — reproducible and inspectable, not AI-generated
- Crawls up to 25 pages per site, running all engines in parallel
- PDF, CSV and JSON export for sharing results with a team
Keep exploring
More experiments worth trying.
More time for what really matters.
