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This workflow is used for scraping data from a website with n8n automation, when the data is scraped it's sent to make.com VIA webhook and the, make ai is used to analyse the scraped data and also stores the analysis in spreadsheet
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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My Thoughts on Claude
I have been using different AI tools in my workflow, and one that has impressed me is Claude.
What I like most is how natural its writing feels. It does a great job with long form content, brainstorming ideas, and improving clarity without making the text sound robotic.
That said, I don't think there's one AI tool that's "the best."
Each one has its strengths.
I use different AI tools for different tasks because the right tool depends on the job.
AI is not replacing creativity, it helps me work faster, think through ideas, and spend more time solving real problems for clients.
I am curious...
What's one AI tool you use the most right now?
#ArtificialIntelligence #ClaudeAI #Productivity #Creators #Freelancer #TechTools #Contra
AI-Powered Email Assistant: Intelligent Classification & Automation Pipeline
Project Overview
This project showcases a production-ready, intelligent email automation pipeline built with n8n and integrated with Advanced LLMs and JavaScript logic. The system acts as a virtual operations assistant—analyzing incoming emails in real-time, understanding user intent, and executing dynamic routing actions to optimize inbox management and critical business communications.
Key Automation Workflows Demonstrated
Intelligent Intent Classification & Auto-Reply: Detects high-priority business proposals, extracts critical deadlines, and instantly generates context-aware, professional replies sent directly within the same email thread.
Automated Spam Eradication: Leverages AI to scan incoming metadata and body text, instantly moving promotional ads and unsolicited spam to the trash to maintain a zero-clutter inbox.
Critical Alert Escalation (Telegram Routing): Recognizes high-severity system emergencies (such as server or database failures) and triggers instant, actionable notifications to a dedicated Telegram channel for immediate technical response.
Tech Stack & Architecture
Workflow Orchestration: n8n
AI & NLP Core: LLM Integration (Intent Analysis & Structured JSON Output Parsing)
Data Processing: Custom JavaScript (Robust parsing, conditions, and error handling)
Integrations: Gmail API, Telegram Bot API
The Result
A secure, scalable framework that eliminates manual inbox sorting, cuts response times for critical leads to under a minute, and ensures infrastructure failures are flagged instantly.
Looking to automate your repetitive workflows? Let’s connect and build an intelligent automation pipeline tailored to your business needs!
Create Facebook posts, images, and captions on autopilot using an automa automation workflow. Stop doing manual social media tasks.
This tutorial shows how to build a no-code workflow directly in your browser using the free Automa extension. You will learn to connect tools so that a single form submission triggers an entire sequence of content creation. This process is perfect for anyone looking to save time on daily content tasks without needing complex design or copywriting skills.
By following this method, you can send prompts to Nanobrander for flash previews and generate images while simultaneously pushing that same context to GPT-4 for caption and hashtag creation. The system handles the heavy lifting so you can focus on strategy rather than repetitive manual entry. Using a browser extension automation setup ensures your tools work together seamlessly.
Subscribe for weekly automation breakdowns, and comment which platform you want to automate next.
I'd love to try this soon.
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