Using Gemini as Accessibility Checker
WCAG 2.1 Level AA
Using Gemini for Accessibility Checking
Unlike standard checkers that only scan code, Gemini’s multimodal nature — its ability to “see” images and “read” code simultaneously — makes it a powerful partner for accessibility. While it won’t guarantee WCAG 2.1 compliance, it can dramatically improve how you approach accessibility.
1. The Multimodal Advantage: “Seeing” Your UI
Traditional automated tools can tell you if an <img> tag is missing an alt attribute. Gemini goes further: it can look at a screenshot of your page and tell you if the alt text actually describes what is happening.
How to use it: Upload a screenshot of a complex component and try:
2. Analyzing Code for “Operable” Guidelines
WCAG 2.1 Level AA requires that all functionality be operable via a keyboard (Guideline 2.1). Gemini can perform static analysis on React, HTML, or Vue components to spot focus traps or missing ARIA labels.
How to use it:
3. Simplifying “Understandable” Content
Guideline 3.1 of WCAG 2.1 focuses on making text readable and understandable. Gemini excels at plain language processing.
How to use it: Paste your website copy and ask:
4. Checking Color Contrast
Gemini can analyze a design mockup for contrast issues before anything is coded.
How to use it:
5. Simulate User Perspectives
Accessibility is experiential, not just technical. Gemini can help simulate how different users might interact with your content — reflecting a broader shift from compliance to genuine usability.
How to use it:
“How might a screen reader user experience this page?”
“What cognitive accessibility issues might this interface create?”
6. Drafting Your Accessibility Statement
Once your checks are done, Gemini can help you communicate your commitment by drafting a Voluntary Product Accessibility Template (VPAT) or an Accessibility Statement based on your audit results.
Reminder: The “Human in the Loop” Rule
AI is a co-pilot, not the pilot.
- Gemini can hallucinate: It may suggest an ARIA attribute that doesn’t exist or is deprecated.
- Context matters: Gemini doesn’t know your specific user base’s needs as well as a human tester with a disability does.
- Manual testing is non-negotiable: Always supplement Gemini’s checks with keyboard testing and screen reader (NVDA/VoiceOver) walkthroughs.
Quick Start: Gemini Accessibility Prompts
| Goal | Prompt Template |
|---|---|
| Alt Text Quality | “Evaluate the descriptive quality of this image’s alt text: [Insert Text] based on this image: [Upload Image].” |
| Form Labels | “Analyze this HTML form. Are the <label> tags correctly associated with inputs for screen readers?” |
| Error Handling | “Review this error message logic. Does it meet WCAG 3.3.1 (Error Identification) by being specific and non-color reliant?” |
