Is Your Website Truly Ready for AI?

Stop Guessing. The WS Audit Engine delivers your true "AI-Readiness" score and shows you exactly how to fix it.

The world has changed. Visibility isn't just about SEO rankings and blue links anymore. It's about being the answer.

When users ask AI-powered search (like Google's AI Overviews), chatbots, and voice assistants a question, is your brand's information being used, or is your competitor's? Or worse, is the AI finding old, inconsistent, or just plain wrong information from your site?

Traditional audits can't answer this. The WS Audit Engine is a new class of tool built to audit your website the way an AI agent does. We move beyond simple "existence" checks to measure what truly matters: Utility.

Beyond Presence: The PVU (Presence → Validity → Utility) Model

Old tools celebrate "open doors, empty rooms"—they give you a green checkmark for having a sitemap.xml file, even if it's empty. Our proprietary PVU Model is the first to measure what actually matters.

  • 1. Presence (P): Does the artifact exist?

    • Example: "Do you have a JSON-LD schema for your business?"

  • 2. Validity (V): Is it syntactically correct?

    • Example: "Is your JSON-LD a valid, parseable block of code?"

  • 3. Utility (U): Is it truthful, fresh, consistent, and truly answerable?

    • Example: "Do the opening hours in your JSON-LD match the hours on your contact page? Can an AI use your product schema to actually answer a question about price, availability, and return policy?"

The WS Audit Engine is built on the principle that Utility is all that matters. We are the only tool that actively penalizes "empty shell" data that misleads AI agents and damages your brand.

Key Features: A Complete Toolkit for AI-Readiness

The WS Audit Engine is your command center for moving from "invisible" to "authoritative" in the age of AI.

1. Generative Visibility Simulator

Stop guessing what AI will say about you. Our simulator runs an "offline mock" of a generative AI, feeding it only your website's data to generate a sample AI Overview. You'll see the exact answer snippet it produces and get a "Citation Likelihood" score, instantly revealing if your data is good enough to be the source.

2. Comprehensive PVU Audit

Get a detailed score across every critical, machine-readable aspect of your site, including:

  • JSON-LD & Business Facts: (Org, Local Business, FAQ, Product, etc.)

  • Discovery & Well-Known: (robots.txt, sitemaps, .well-known/)

  • AEO (Answer Engine Optimization): (Entity richness, How-To steps)

  • OpenAPI Semantics: (API specs, error schemas, examples)

  • Internationalization (i18n): (hreflang, Content-Language tags)

3. Knowledge Pulse (Cross-Source Validation)

Find and fix brand-damaging inconsistencies. Our "Knowledge Pulse" module automatically cross-checks your core business facts (phone numbers, addresses, hours) across your own site, your structured data, and even external sources (like Google Business Profile) to ensure perfect consistency.

4. Agent Navigation Readiness (ANR)

In the near future, AI agents won't just read your site—they'll interact with it. Our ANR audit is the first in the industry to test if an agent can successfully use your search forms, navigate pagination, and parse complex filtering, ensuring your site is ready for the next generation of interactive AI.

5. Actionable Remediation & Developer-First Workflow

We don't just find problems; we help you fix them. Fast.

  • For Content & SEO Leads: Get prioritized checklists, "one-click" fixes, and ready-to-use JSON-LD/OpenAPI stubs.

  • For Developers: Integrate the engine directly into your workflow. Our API, CI/CD gating, PR comments, and IDE linting catch errors before they go to production.

Built for Every Member of Your Team

  • For Digital Agencies & SEO Leads: Deliver unparalleled value to clients. Generate white-label reports, benchmark against competitors, and use our Visual Schema Builder to deploy fixes without writing a line of code.

  • For Platform Engineers & Developers: Make AI-readiness a core part of your pipeline. Catch regressions in machine-readable data just as you would any other code bug.

  • For Product & Content Managers: Get a clear, explainable score on the "Utility" of your content. Ensure that your new product features and landing pages are immediately visible and answerable to AI.

The Future of Search is Here

Don't let your brand be misrepresented by AI. Stop auditing for yesterday's search engines and start optimizing for tomorrow's answer engines.

Get your true AI-Readiness Score today.

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