Automated Website Scam Risk Evaluation Using GPT-4o and SerpAPI

This workflow automates the process of evaluating the legitimacy of websites by leveraging AI agents powered by GPT-4o and SerpAPI. It provides a scam likelihood score to help users assess website trustworthiness efficiently.

n8n

The workflow initiates with a URL submission via a form. It activates four AI agents, each analyzing different aspects of the website: domain details, search engine signals, product pricing patterns, and content quality. The results are aggregated and analyzed by a fifth AI agent, which assigns a scam likelihood score from 1 to 10. This structured analysis aids users in making informed decisions about website credibility.

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Last updated October 3, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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