Nitin Dixit
Workflows by Nitin Dixit
Generate viral Instagram scripts by analyzing trending reels with Apify and GPT-4
This n8n template demonstrates how to leverage AI to analyze trending short-form video content and automatically generate original, high-engagement video scripts inspired by proven viral formats. Use cases are many: Create consistent content calendars for beauty salons and aestheticians, maintain a steady stream of reels without creative burnout, or study viral patterns to understand what drives engagement across Instagram's trending hashtags! ## Good to know * The workflow scrapes real trending reels from Instagram based on your chosen hashtag, ensuring you're always learning from current viral patterns * Video transcription happens automatically, extracting the core messaging and pacing strategies from successful content * Generated scripts use proven engagement structures—hook, value delivery, and call-to-action timing—without copying original content * All data is organized in Google Sheets for easy review, editing, and tracking of script performance * The AI model intelligently mirrors the emotional tone and narrative structure while creating entirely new storylines ## How it works * A form trigger collects your hashtag and desired number of reels to analyze * The Apify API scrapes trending Instagram reels matching your hashtag, filtering for high engagement (1000+ likes from the last 7 days) * Filtered reels are added to your Google Sheet with metadata: captions, engagement metrics, video links, and music information * Each reel is automatically transcribed using video-to-text technology, capturing the exact dialogue and timing * The AI Agent analyzes each transcript to understand its underlying structure—pacing, tone, curiosity hooks, and CTA placement * Using this analysis, Claude generates a completely original script that follows the same proven engagement formula but with a fresh topic or angle * Generated scripts are saved back to your Google Sheet alongside the source materials for comparison and refinement * A summary email is sent confirming the number of scripts created and ready for production ## How to use * Start by entering a beauty or lifestyle hashtag (e.g., #aiautomation, #beautysalon, #haircare) and specify how many trending reels to analyze * Review the scraped content in your Google Sheet to understand what's currently resonating * Check the generated scripts and use them as jumping-off points for your own video production * Iterate on the process with different hashtags to discover emerging trends in your niche ## Requirements * Apify account and API key for Instagram scraping (free tier available) * Google Sheets document set up to store reel data and generated scripts * OpenAI API key for the AI script generation * Gmail account for the completion notification (optional but recommended) ## Customising this workflow * Adjust the engagement filter thresholds (currently 1000+ likes, 7 days old) to capture micro-trends or evergreen content * Modify the AI prompt in the "AI Agent" node to enforce specific brand voice, tone, or content guidelines * Add additional Google Sheet columns to track metrics like script-to-video conversion rates or audience response * Connect to additional distribution channels—automatically post scripts to team Slack, create video production briefs, or trigger video editing templates * Experiment with different video categories by creating multiple instances of this workflow for different hashtags or niches
AI-powered HR screening automation via Jotform
## Who's it for - HR professionals and recruitment teams handling high application volumes - Startup founders and hiring managers seeking to scale hiring efficiently - Companies wanting consistent, objective candidate evaluation - Teams spending 20+ hours per week on manual resume screening ## What it does - Receives job applications automatically via Jotform webhook - Downloads and parses resume PDFs using LlamaParse AI extraction - Analyzes candidate qualifications with OpenAI GPT-4 (compatibility score, strengths, concerns, technical skills) - Routes candidates into three categories based on AI score (1-10 scale) - Sends personalized HTML emails: interview invitations for strong candidates (7-10), status updates for moderate (5-6), respectful rejections for weak matches (1-4) - Generates detailed HR briefing emails for top candidates with interview questions and focus areas - Completes full screening process in under 2 minutes per application ## How it works - Jotform trigger captures new submissions with resume attachments - HTTP requests fetch submission data and download PDF files - LlamaParse extracts text from resume PDFs with status checking loop - OpenAI AI Agent analyzes resume and cover letter, outputs structured JSON assessment - JavaScript code parses AI output into usable data fields - Switch node routes candidates to appropriate email path based on score - Gmail nodes send customized HTML emails to candidates and HR team - All processing happens automatically without manual intervention ## Set up requirements - **Jotform account** with API key (form fields: name, email, phone, position, start date, interview preference, cover letter, resume upload) - **LlamaCloud account** with API key for PDF parsing - **OpenAI API key** with GPT-4o-mini access - **Gmail OAuth2** credentials for sending emails - Estimated setup time: 25-30 minutes - Cost: ~$0.05-0.10 per application processed ## How to customize - **Email templates**: Replace all placeholders (company name, HR manager, contact details, interview format, social links) - **AI evaluation**: Edit AI Agent prompt to match your job requirements and scoring criteria - **Score thresholds**: Adjust Switch node conditions to change candidate category ranges (default: 7+ strong, 5-6 moderate, <5 weak) - **Additional features**: Add Google Sheets logging, Slack notifications, calendar booking, or ATS integration - **Branding**: Update HTML email colors, fonts, and styling to match company brand - **HR notifications**: Change recipient email from default to your HR manager's address