AI SEO Analyst Agent for SerpBear

Unlock Automated SEO Insights with this AI Agent

This AI Agent acts as your personal SEO analyst, connecting directly to your self-hosted SerpBear instance to monitor your website's keyword performance. On a weekly schedule, it fetches the latest ranking data, calculates trends by comparing current positions to the 7-day average, and then sends a comprehensive summary to a Large Language Model (like Llama 3 via OpenRouter) for expert analysis. The agent prompts the AI to identify key observations, highlight opportunities, and suggest concrete actions for improvement. Finally, it saves this valuable, structured report to a Baserow database, creating a historical log of your SEO progress and insights.

Key Features & Benefits

• Automated SEO Reporting: Set it and forget it. Get weekly SEO reports without lifting a finger.
• AI-Driven Analysis: Leverages the power of LLMs to generate human-like analysis, saving you hours of manual data interpretation.
• Trend Identification: Automatically calculates whether your keywords are improving, declining, or stable.
• Actionable Recommendations: Moves beyond raw data to provide clear, strategic suggestions you can implement immediately.
• Centralized Logging: Keeps a clean, historical record of all your AI-generated SEO reports in Baserow for easy tracking and review.
• Highly Customizable: Easily modify the AI prompt, change the analysis model, or integrate with other tools like Slack or email for notifications.

• An n8n instance (Cloud or self-hosted).
• A running SerpBear instance, its URL, and API key.
• An API Key from an LLM provider like OpenRouter.ai.
• A Baserow account, API token, and a pre-configured table with at least three text fields (e.g., 'Date', 'Analysis', 'Site').

1. Import the workflow into your n8n instance.
2. Configure the 'Get data from SerpBear' node: Update the URL to your SerpBear instance, set the domain parameter, and create a Header Auth credential with your SerpBear API Key.
3. Configure the 'Send data to A.I. for analysis' node: Create a Header Auth credential for OpenRouter. Use 'Authorization' for the Name and 'Bearer YOUR_API_KEY' for the Value. You can also change the model in the JSON body.
4. Configure the 'Save data to Baserow' node: Connect your Baserow credentials, select your Database and Table, and map the output from the AI node to your table's fields.
5. Customize the triggers. The workflow is set to run weekly, but you can adjust the schedule or use the manual trigger for testing.
6. Activate the workflow.