The fastest way to guarantee an accessibility bug never gets fixed is to bury it in a 5,000-row spreadsheet.
For years, I’ve watched automated accessibility tests get run, only for the results to be bunged over the wall to developers in the most unfriendly formats imaginable. Disjointed HTML reports, noisy JSON files, and impenetrable data dumps. When reporting is a chore to decipher, tickets just get pushed back or quietly forgotten.
This is exactly how the Systemic Accessibility Analyzer was born. Out of pure necessity, I needed a way to present code check results in a way that is actually meaningful and useful for remediation.
Instead of a massive list of individual page-level errors, the analyzer’s dashboard is built around a “Fix One, Fix Many” table. If a navigation menu is broken across 50 different pages, it’s not 50 bugs - it’s one component that needs fixing. Grouping issues at the systemic level changes the entire conversation.
I also wanted to move beyond text-based warnings. The analyzer automatically generates visual artifacts like tab mapping and colorblind simulations. Showing a developer a visual map of a chaotic keyboard tab order, or showing a designer exactly how a page looks through a specific colorblind lens, helps them see and understand the issue instantly without having to read a wall of text.
Don’t get me wrong - the raw data is still incredibly important. The tool still produces that hideously detailed spreadsheet for when you really need to get into the weeds. But the dashboard is designed specifically as a pragmatic layer, giving designers and developers a clean, visual way to investigate issues found during an audit or review.
Crucially, all of this automated heavy lifting highlights the priority areas I need to focus on when I go in to manually verify and audit the website. It separates the signal from the noise.
How does your team currently handle the output from automated accessibility scans?
Why this works:#
It validates the developer/designer experience: It acknowledges that they want to fix things, but the traditional formats make it too hard.
- “Fix One, Fix Many” shines: It clearly explains why systemic grouping saves time and money.
- Visuals over text: It champions the tab maps and colorblind checks as practical, immediate problem-solvers.
- It justifies the spreadsheet: You aren’t saying spreadsheets are bad; you are just giving them their proper place (for data, not for quick investigation).