How to Fix Every AI Schema Generator Output
The AI Schema Generator reads your page content and generates JSON-LD structured data automatically. Like all AI tools, it occasionally generates incorrect schema — wrong type, hallucinated properties, missing required fields. This index covers fixes for every category of finding the validator flags after generation.
By finding type
Pick the issue matching yours:
🎯 Fix wrong schema type selection LIVE
Generator chose Article for what should be Recipe, or BlogPosting for NewsArticle. Override the type in the generator config or post-edit the output. The page-content patterns that confuse type detection.
👻 Fix hallucinated properties LIVE
Generator invented an author name, fabricated a date, or claimed ratings that don't exist. Strip hallucinated properties, fact-check against page content, the validation pass that catches them.
📋 Fix missing required fields LIVE
Generator output Recipe but didn't extract recipeIngredient from page. Or Product without offers. The content-on-page that the generator should have read but missed.
🔗 Fix incorrect URL references LIVE
Generator inserted relative URLs, broken URLs, or wrong canonical. Schema URLs must be absolute and resolvable. The URL-validation pass.
📅 Fix date format errors LIVE
AI-generated dates not in ISO 8601 format, missing timezones, wrong year (training-cutoff issue). The date-format requirements and the override patterns.
⚔️ Fix duplicate schema generation LIVE
AI Schema Generator output conflicts with existing schema from SEO plugin. Consolidate via @graph or disable one source. The integration patterns.
🏛️ Fix Organization / Person reference loss LIVE
Generator output Article with author as a string instead of Person entity. Re-generate with entity-output enabled, or post-edit. The closed-graph pattern.
✅ Fix Google Rich Result eligibility gaps LIVE
Generated schema validates against schema.org but fails Google's Rich Result Test for missing recommendations. The recommendation-vs-requirement distinction.
By platform
AI-schema usage patterns:
📰 Use AI Schema in WordPress content PLANNED
Per-post generation workflow, the integration with existing SEO plugins, the bulk-generation for legacy content.
🛒 Use AI Schema in Shopify product pages PLANNED
Product schema generation from product descriptions, the integration with review apps, the bulk-export-import workflow.
🌐 Use AI Schema for editorial content PLANNED
Article and NewsArticle generation, the author-page integration, the publication-date and update-date workflow.
What our AI Schema Generator checks
The generator reads your page content via an AI model and outputs JSON-LD structured data tailored to the content type. Output is validated against schema.org and Google's Rich Result criteria before delivery. For the full reference, see the AI Schema Guide.
🤖 Generate your schema first
AI-generated schema with validation is faster than hand-rolling and more accurate than templates.
Open AI Schema Generator →