Important Notice

AI, ADA & Security Disclaimer

Understand the limits of automated audits, AI-generated recommendations, accessibility improvements, and security hardening.

IMPORTANT NOTICE — NOT LEGAL ADVICE. The AI Discoverability Toolkit, Soren, generated reports, code, prompts, repair packages, scores, projected scores, and recommendations are provided for informational and operational assistance only.

AI and Automated Output

Artificial intelligence and automated scanners can produce incomplete, inaccurate, outdated, or contextually inappropriate results. You are responsible for reviewing all findings, code, recommendations, and generated content before implementing or relying on them.

Accessibility and ADA

The toolkit can identify and help improve many common accessibility issues, including alt text, heading structure, form labels, landmarks, contrast, keyboard usability, and semantic markup. It does not certify or guarantee compliance with the Americans with Disabilities Act, WCAG, Section 508, state law, local law, contractual obligations, or any other accessibility requirement.

Accessibility requirements vary by jurisdiction, industry, organization, content, and user population. You should consult qualified accessibility professionals, test with assistive technologies and real users, and obtain advice from your own legal counsel regarding obligations applicable to you.

Security

Security findings are limited, visible configuration and hardening recommendations. They are not penetration testing, vulnerability certification, incident response, or a guarantee that a website is secure or cannot be compromised. Consult a qualified security professional for security-sensitive decisions.

AI Discoverability

No tool can guarantee that ChatGPT, Claude, Gemini, Perplexity, search engines, or any other AI platform will crawl, cite, rank, recommend, or display your website. Those platforms control their own systems, policies, data sources, and outputs.

Professional Review

Before relying on output for legal, compliance, privacy, security, accessibility, financial, insurance, or regulatory purposes, consult qualified professionals and review applicable laws and contractual obligations.