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Articles on automated and manual accessibility scanning — how scans work, what they detect, their limits.

April 24, 2026

WCAG Issues Scan Detect Percentage

Accessibility scans detect approximately 25% of WCAG issues. The remaining 75% requires human evaluation because those success criteria depend on context, meaning, and user experience that code analysis…

April 23, 2026

Scan Tool Buyer Checklist

A scan tool buyer checklist helps teams compare accessibility scanners on the factors that actually affect outcomes: WCAG coverage, integration fit, authenticated page support, reporting depth, and pricing…

April 21, 2026

Scan Tools for SaaS Applications

Scan tools that work for SaaS applications fall into four main categories: browser-based scanners, API-based scanners, open source libraries, and command-line scanners. The right fit depends on whether…

April 20, 2026

Can Accessibility Scans Run in a CI/CD Pipeline?

Yes, accessibility scans can run inside a CI/CD pipeline. Command-line and API-based scanning tools integrate with common build systems to evaluate pages or components during automated build steps,…

April 19, 2026

Key Scan Tool Features to Evaluate

The most important scan tool features to evaluate are WCAG version coverage, authenticated page support, scheduled monitoring, issue prioritization, clear reporting, and workflow integration. These capabilities determine whether…

April 18, 2026

AI scan tools for accessibility

AI scan tools for accessibility exist and several vendors market them, but they are not yet reliable enough to replace traditional automated or human checks.

April 17, 2026

Accessibility Scan Tools for Shopify

Accessibility scan tools for Shopify are general-purpose web scanners applied to a Shopify domain — there are no Shopify-specific scanning products on the market.

April 16, 2026

Scan Tools and WCAG 2.1 AA Coverage

Most scan tools reference WCAG 2.1 Level AA as their baseline, but automated scans only detect about 25% of WCAG issues — the rest require human evaluation.

April 15, 2026

Scan Tools and WCAG 2.2 AA Coverage

Most scan tools include WCAG 2.2 AA rules, but since automation only catches about 25% of WCAG issues, rule-set coverage matters less than human review does.

April 11, 2026

Configure Accessibility Scan Rules

Configuring accessibility scan rules means choosing which WCAG success criteria your scans evaluate and at what conformance level, shaping what gets flagged.