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Eleanor Brooks
Eleanor Brooks

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How to Detect Duplicate Content Using Python Fuzzy String Matching

Got tired of manually writing schema markup for every page on my site. So I built a little workflow using an AI Schema Architect that generates JSON-LD automatically based on the content type. For a recipe blog, it spits out:

"@type": "Recipe",
"name": "Chocolate Cake",
"author": "Chef John",
"cookTime": "PT30M",
"recipeIngredient": ["flour", "sugar", "cocoa"]}


Since implementing this, my pages started getting indexed within hours instead of days. The tool I used is at serpspur and it's saved me hours of work.

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Dylan Parker

Love this approach! Automating schema generation based on content type is such a smart way to scale SEO without the manual grind. Do you find it handles edge cases like mixed content (e.g., a recipe with product reviews) well?