Practical Workflow: Leveraging Semrush AI Sentiment Insights

Content CreationCozeUpdated 2026-03-17

Automate SEO optimization using Semrush AI sentiment insights to improve organic rankings and brand visibility.

System Prompt

Using Semrush AI Sentiment Insights, generate a content optimization plan for the keyword {keyword} with sentiment threshold {sentimentThreshold}. Output should include meta title, meta description, and content outline.

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.

{keyword}

The keyword or topic to analyze

Filling hint: replace this with your real business context.

{sentimentThreshold}

Minimum sentiment score threshold (0-100)

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.

{keyword}

The keyword or topic to analyze

{sentimentThreshold}

Minimum sentiment score threshold (0-100)

Generated Prompt Preview

Missing: 2

Using Semrush AI Sentiment Insights, generate a content optimization plan for the keyword {keyword} with sentiment threshold {sentimentThreshold}. Output should include meta title, meta description, and content outline.

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

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:

keyword: AI marketing sentimentThreshold: 70

Output:

Meta Title: AI Marketing Best Practices Meta Description: Explore the latest trends and strategies in AI marketing to boost brand visibility. Content Outline: - Introduction - AI Marketing Concepts - Case Studies - Conclusion

Boundary Case

Input:

keyword: AI marketing sentimentThreshold: 70 semrushApiKey: INVALID_KEY

Fix:

Verify and update your Semrush API key.

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Workflow Steps

1. Call Semrush AI Sentiment Insights API to fetch sentiment data for the keyword.
2. Parse sentiment scores and identify content gaps.
3. Generate meta title, meta description, and content outline.
4. Publish the optimized content and monitor ranking changes.