What this is
A rolling aggregate of completed website scans. It is built from the same six-basic scoring model used in every individual report.
Clunky Index
The Index turns completed Clunky AI scans into a rolling view of how business websites perform across speed, findability, accessibility, trust, action and credible copy.
Current benchmark average
Clunky
Early view: the latest 90-day benchmark has 1 scan. The number proves the pipeline is collecting data, but it is not a stable market benchmark yet.
Window
20 Jan 2026 to 20 Apr 2026
Sample
1 scan
Confidence
Early sample
What this is
A rolling aggregate of completed website scans. It is built from the same six-basic scoring model used in every individual report.
What it measures
Higher scores mean fewer blockers across speed, findability, accessibility, trust, action and credible copy.
What it is not
It is not a list of every site on the web, and it does not publish private scan reports. Public numbers are aggregated.
How to read the score
Higher is better. The score is a readiness score, not a shame score. It asks whether the site is ready to do its job across the six basics.
How to use it
If your site scores below the Index average, the question is not whether the site is embarrassing. The question is which basic is costing attention, trust or action first.
If your site scores above the average but below the top quartile, the opportunity is usually a focused cleanup rather than a full rebuild.
If your site reaches the top quartile, keep monitoring it. New AI-built websites, new browser behaviour and new content patterns move the benchmark over time.
Distribution
Right now the Index has 1 scan in the current window. Quartiles become useful once there are several results to compare.
4 more scans and this section will start showing the distribution.
Six-basic breakdown
These are category averages across the current benchmark. They help readers see whether the market is mainly failing on speed, findability, accessibility, trust, action or credible copy.
Performance & Technical · 20% weight
Mobile speed, Core Web Vitals, HTTPS, SSL and HTTP/2.
Average
SEO & Discoverability · 20% weight
Search metadata, headings, structured data, robots, sitemap and crawlable content.
Average
Accessibility · 15% weight
axe-core violations in the rendered page.
Average
Trust + visual polish · 15% weight
Trust markers, policy basics, structured organization data and visual polish.
Average
Conversion + layout · 15% weight
Above-fold calls to action, form basics, layout clarity and funnel focus.
Average
Copy Credibility · 15% weight
Specificity, sentence rhythm, repeated phrasing and generic AI-shaped wording.
Average
Builder signals
The scanner detects builder fingerprints where it can. We publish builder-level rankings only once there are 30+ recent samples, so early rows should be read as directional diagnostics.