The complete Wix AI agent readiness audit checklist

This capstone lesson brings together every concept, technique, and implementation from the entire module into a comprehensive AI agent readiness audit checklist. Use this checklist to systematically evaluate every aspect of your Wix site AI agent optimisation, identify gaps, and create a prioritised action plan. This checklist is designed to be used as a recurring audit tool, run it quarterly to ensure your Wix site remains optimised as AI agent capabilities evolve.

Section 1: Structured Data Foundation (10 Points)

• 1. Every product page has valid Product schema with name, description, image, brand, and SKU or MPN
• 2. Every product Offer includes price, priceCurrency, availability, and priceValidUntil where applicable
• 3. Shipping details (shippingRate, deliveryLeadTime, shippingDestination) are included in Offer schema
• 4. Return policy (MerchantReturnPolicy) is included in Offer schema with return window and method
• 5. AggregateRating schema is present on pages with reviews, showing accurate rating and review count
• 6. Individual Review schema entries exist with author, date, rating, and review body
• 7. Service pages have ProfessionalService or Service schema with provider, areaServed, and offers
• 8. PotentialAction schema (BuyAction, ReserveAction, or appropriate action) is present on transactional pages
• 9. BreadcrumbList schema accurately reflects your site hierarchy on all pages
• 10. All schema passes Google Rich Results Test with zero errors

Section 2: Product Feed Excellence (8 Points)

• 11. Google Merchant Center is connected to your Wix Stores with active product sync
• 12. All products in Merchant Center have zero disapprovals and zero warnings
• 13. Product titles follow the Brand + Type + Key Attribute + Variant formula
• 14. Product descriptions are at least 100 words with features, materials, and specifications
• 15. Every product has at least 3 high-quality images (front, detail, lifestyle) meeting Google image requirements
• 16. Product highlights (product_highlight attribute) are set for all products with up to 10 feature callouts
• 17. GTIN or MPN is provided for every product where applicable
• 18. Prices, availability, and shipping in the feed match the Wix product pages exactly

Section 3: Content Optimisation (10 Points)

• 19. Every product/service description opens with a BLUF paragraph containing key facts
• 20. Features are presented as structured bullet-point lists with specific, measurable details
• 21. Pricing is clearly visible as text on every product and service page
• 22. Availability status is displayed as visible text on every product page
• 23. Delivery options and costs are listed on every product page
• 24. Return policy summary is visible on every product page
• 25. At least 5 customer reviews are displayed as visible text on each product/service page
• 26. Comparison data is provided where relevant (vs competitors, vs alternative products)
• 27. Service pages include specific deliverables, timeframes, and expected outcomes
• 28. Content avoids vague marketing language and uses specific, quotable facts throughout

Section 4: Trust Signals (8 Points)

• 29. Google Business Profile is verified and fully completed with accurate information
• 30. Professional credentials and certifications are displayed with appropriate schema markup
• 31. Business contact information (phone, email, address) is clearly visible on the site
• 32. Privacy policy, terms of service, and cookie policy pages exist and are linked from footer
• 33. Active review collection process is in place (post-purchase email sequence or manual requests)
• 34. Review presence exists on at least 2 external platforms (Google, Trustpilot, or industry-specific)
• 35. All reviews (positive and negative) receive business owner responses
• 36. SSL certificate is active and all pages load over HTTPS (Wix handles this automatically)

Section 5: AI-Specific Files and Metadata (6 Points)

• 37. llms.txt file exists at yourdomain.com/llms.txt with business and commerce information
• 38. ai.txt file exists at yourdomain.com/ai.txt with AI crawler permissions and content descriptions
• 39. Open Graph meta tags are complete on every product and service page
• 40. Twitter Card meta tags are present for social sharing optimisation
• 41. Canonical URLs are correctly set on all pages to prevent duplicate content issues
• 42. XML sitemap is submitted to Google Search Console and includes all product/service pages

Section 6: Monitoring and Measurement (8 Points)

• 43. AI agent monitoring query list of 30+ queries is documented and maintained
• 44. Monthly manual AI agent visibility testing is scheduled and results are recorded
• 45. At least one automated AI monitoring tool is configured with brand queries
• 46. GA4 custom channel group for AI Agent Referrals is configured and tracking
• 47. GA4 exploration report for AI agent traffic trends is set up
• 48. Competitive AI visibility benchmarking is conducted quarterly
• 49. AI agent visibility score is calculated and tracked monthly
• 50. Quarterly AI agent readiness audit using this checklist is scheduled

Scoring Your AI Agent Readiness

• 45-50 points: Excellent. Your Wix site is fully optimised for AI shopping agents. Focus on maintaining and monitoring.
• 35-44 points: Good. You are ahead of most competitors. Address the missing items to reach excellence.
• 25-34 points: Fair. Significant gaps exist that are likely preventing AI agent recommendations. Prioritise structured data and content fixes.
• 15-24 points: Needs Work. AI agents are unlikely to recommend your business currently. Work through this module lesson by lesson.
• Below 15 points: Critical. Start with Lesson 1 of this module and work through every lesson sequentially.

How to Fix the Most Common AI Agent Readiness Failures on Wix

After completing the audit, use these targeted fix guides for the failures that appear most frequently across Wix sites. Address them in the order listed below, as structured data failures have the highest impact on AI agent visibility.

Fix the most common AI agent readiness failures on your Wix site

• Fix missing Product schema: Go to your Wix product pages and test each one in Google Rich Results Test. If Product markup is absent or invalid, open Wix Editor, select the product page template, and in the Page SEO panel check that Structured Data is enabled. For custom pages, add JSON-LD Product schema via Settings > Advanced > Custom Code at the bottom of each product page.
• Fix Google Merchant Center feed errors: Log in to Merchant Center at merchants.google.com, go to Products > Diagnostics and address all errors marked as "critical". Common Wix issues include missing GTINs (add in Wix product > Additional Info > Brand/GTIN field), incorrect prices (ensure Wix product price matches exactly), and missing shipping information (configure in Merchant Center > Shipping and Returns).
• Fix invisible pricing: In Wix Editor, test your product pages in Preview mode and confirm prices load instantly without JavaScript delay. If using third-party apps for pricing, switch to native Wix Stores pricing for main products. Add price range text to service pages that cannot show fixed prices.
• Fix missing or hidden reviews: In Wix dashboard > Reviews, enable product reviews. Email your last 20 customers requesting a review using a direct link to your product page. Install Wix Product Reviews app if not already active and ensure reviews display on the product page template.
• Fix entity recognition gaps: Search your business name in Perplexity and ChatGPT. If your business is not recognised, create or claim your Google Business Profile, create a Wikipedia-style About page with full business history and team credentials, and submit your business details to major business directories (Companies House, Trustpilot, Yelp, Yell).
• Fix missing ai.txt or llms.txt: Create a plain text file named ai.txt and upload it to your Wix site's public folder via Settings > Custom Code or via Wix Media Manager (upload as a file, not an image). The file should list your business category, key products, pricing, service areas, and contact information in structured plain text that AI agents can parse efficiently.
• Fix missing availability data in schema: In each Wix product listing, set the inventory status correctly (in stock or out of stock). The Wix Store automatically adds schema availability based on inventory status. For service businesses, add a custom JSON-LD block via Wix Custom Code with your service availability, booking URL, and service area.
• Fix poor content structure for AI extraction: Review your three lowest-performing product or service pages. Rewrite descriptions using this structure: product name + one-sentence definition, key features as a bulleted list (minimum 5 items), intended use cases, technical specifications in a table, pricing clearly stated, and frequently asked questions answered below the main description.
• Fix competitive benchmarking gaps: After fixing audit failures, search your top 5 keywords in ChatGPT, Perplexity, and Google AI Overviews. For each result where a competitor appears but you do not, compare their page structure to yours and identify the specific element (pricing transparency, review count, schema completeness) that gives them the edge.
• Schedule quarterly re-audits: Set a recurring calendar reminder for the first Monday of January, April, July, and October to re-run this 50-point audit. AI agent ranking factors evolve rapidly; regular auditing ensures you maintain readiness as the technology advances.

Complete How-To Guide: Running the Full AI Agent Readiness Audit

Follow these steps to complete the full 50-point audit for your Wix site

• Print or create a digital copy of the 50-point checklist above
• Work through each section systematically, checking each point against your live Wix site
• For each item, mark it as Pass (1 point), Partial (0.5 points), or Fail (0 points)
• Document specific issues found for each failed item with the page URL and problem description
• Calculate your total score and identify which section has the most failures
• Create a prioritised action plan addressing failures in this order: Structured Data first, then Content, then Trust Signals, then Product Feed, then AI Files, then Monitoring
• Set deadlines for fixing each issue, starting with the highest-impact items
• After completing all fixes, rerun the audit to verify your score has improved
• Test your AI agent visibility with the same queries you used in your initial baseline to measure improvement
• Schedule the next quarterly audit in your calendar
• Share this checklist with anyone who manages your Wix site content or products so they understand the AI agent readiness requirements
• Review this checklist against emerging AI agent features and capabilities each quarter, adding new checkpoints as the landscape evolves