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How I Built an AI-Powered SERP Tracker Using n8n & Bright Data

Arjun Vijay Prakash on August 26, 2025

This is a submission for the AI Agents Challenge powered by n8n and Bright Data Checking where your site ranks for a keyword shouldn't feel lik...
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Rohan Sharma

Will try to use it. Looks useful to me!

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Arjun Vijay Prakash

Thanks, RS! Hope it helps you out. Let me know how it goes!

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Rohan Sharma

sure!

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OnlineProxy

Integrating AI parsing into RankSniper was no walk in the park, mainly because natural language can be all over the place. But we got it sorted by fine-tuning prompts and layering in some regex magic to cover those tricky edge cases. To smooth out ranking differences across search engines, we built a custom scoring algorithm that adjusts for layout quirks and localization. n8n’s AI Agent and Function nodes were total game-changers, letting us handle dynamic data and natural queries in a super clean, modular way. Right now, RankSniper nails about 92% accuracy when it comes to converting everyday input into structured keyword and domain data. And we're not stopping there-next up is voice input, SERP volatility tracking, and AI-powered SEO insights to crank up the power even more.

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HeetVekariya

Interesting project !

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Arjun Vijay Prakash

Thank you so much!

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VaishakhVipin

great work!

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Arjun Vijay Prakash

Appreciate it, bro! Glad you liked it.

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Abhi

Hey, this is good but where have you used the AI agent node in the workflow? The hackathon prompt says Bright data verified node with AI agent node.

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Arjun Vijay Prakash

Hey! Thanks for the feedback.

Quick question, where exactly is the AI agent node integrated in the workflow?
The hackathon prompt mentions using a Bright Data verified node with an AI agent node, so I just wanted to confirm:
Is it mandatory for the AI agent to be directly attached to the Bright Data verified node, or can they operate as separate nodes within the same flow?

Just want to make sure I'm aligned with the requirements before finalising the structure.

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simon hryszko

Nice job!

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Arjun Vijay Prakash

Thanks, man!