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Generate AI‑Optimized Content Briefs with Schema

Content CreationCozeUpdated 2026-05-12

Automatically create content briefs for pages with JSON‑LD Schema that are cited by AI, including schema suggestions to boost visibility and rankings.

System Prompt
Generate a content brief for {targetPages} using {schemaType} schema, ensuring AI citation rate above {citationThreshold}%

Variable Dictionary (fill in your AI tool)

This section only explains placeholders. It is not an input form on this website. Copy the prompt, then replace variables in Coze / Dify / ChatGPT.

{targetPages}

List of URLs to analyze

Filling hint: replace this with your real business context.

{schemaType}

Schema type to use, e.g., Article, FAQ, Product

Filling hint: replace this with your real business context.

{citationThreshold}

AI citation rate threshold (percentage)

Filling hint: replace this with your real business context.

Quick Variable Filler (Optional)

Fill variables below to generate a ready-to-run prompt in your browser.

{targetPages}

List of URLs to analyze

{schemaType}

Schema type to use, e.g., Article, FAQ, Product

{citationThreshold}

AI citation rate threshold (percentage)

Generated Prompt Preview

Missing: 3
Generate a content brief for {targetPages} using {schemaType} schema, ensuring AI citation rate above {citationThreshold}%

How to Use This Template

Best for

Teams that need faster content creation output with more stable prompt quality.

Problem it solves

Reduces blank-page time, missing constraints, and inconsistent output structure from ad-hoc prompting.

Steps

  1. Copy the template prompt.
  2. Paste it into your AI tool (Coze / Dify / ChatGPT).
  3. Replace placeholder variables using the dictionary above.
  4. Run and refine constraints based on output quality.

Not ideal when

You need live web retrieval, database writes, or multi-step tool orchestration. Use full workflow automation for that.

Success Case

Input:
['https://example.com/article1','https://example.com/article2']
Output:
Content brief includes title, keywords, meta description, Article schema field suggestions, and internal link list.

Boundary Case

Input:
['https://example.com/no-schema']
Fix:
Verify URLs or lower {citationThreshold}.

What to Try Next

Keep exploring with similar templates and matching tools.

Continue Where You Left Off

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Workflow Steps

  1. 1️⃣ Crawl or fetch the HTML of {targetPages} via API.

  2. 2️⃣ Parse each page’s JSON‑LD, counting schema types and AI citation occurrences.

  3. 3️⃣ Filter pages with AI citation rate ≥{citationThreshold}% and containing {schemaType}.

  4. 4️⃣ Generate a content brief for each qualifying page, listing title, keywords, meta description, schema field suggestions, and internal linking opportunities.

  5. 5️⃣ Export the brief as Markdown or Excel for the content team.

Constraints

  • Pages missing JSON‑LD Schema
  • Pages with multiple schema types
  • Low AI citation rate

Explore More in This Category

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Recommended Stack

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Coze

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OpenAI

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