AI Content SEO Performance Analysis Workflow

Data AnalysisCozeUpdated 2026-04-02

Collect and compare SEO metrics of AI-generated versus human-written content to produce actionable optimization recommendations.

System Prompt

Analyze the SEO performance of {content_id} titled '{content_title}' (type: {content_type}) targeting keyword '{target_keyword}'.

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.

{content_id}

Unique identifier of the content in the CMS

Filling hint: replace this with your real business context.

{content_title}

Title of the content

Filling hint: replace this with your real business context.

{content_type}

Source type of the content, values can be 'AI' or 'Human'

Filling hint: replace this with your real business context.

{target_keyword}

Primary keyword the content targets

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.

{content_id}

Unique identifier of the content in the CMS

{content_title}

Title of the content

{content_type}

Source type of the content, values can be 'AI' or 'Human'

{target_keyword}

Primary keyword the content targets

Generated Prompt Preview

Missing: 4

Analyze the SEO performance of {content_id} titled '{content_title}' (type: {content_type}) targeting keyword '{target_keyword}'.

How to Use This Template

Best for

Teams that need faster data analysis output with more stable prompt quality.

Problem it solves

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

Steps

Copy the template prompt.
Paste it into your AI tool (Coze / Dify / ChatGPT).
Replace placeholder variables using the dictionary above.
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:

content_id=12345, content_title='AI SEO Guide', content_type='AI', target_keyword='AI SEO'

Output:

Report shows: average position 3, CTR 5%, recommendation: add internal link to product page and optimize meta description.

Boundary Case

Input:

content_id=, content_title='AI SEO Guide', content_type='AI', target_keyword='AI SEO'

Fix:

Provide a valid content_id.

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Workflow Steps

1️⃣ Pull search performance data (CTR, average position, impressions) for {content_id} via Google Search Console or Ahrefs API.
2️⃣ Determine if the content is AI-generated or human-written based on metadata or tags.
3️⃣ Record the average position, CTR, and impressions for the target keyword.
4️⃣ Generate a comparison report highlighting differences between AI and Human content on the same keyword.
5️⃣ Produce actionable optimization suggestions (e.g., rewrite title, add internal links, optimize meta description).