Competitive Ad Research & AI Image Generator with Apify & GPT-4o

This n8n workflow is an end-to-end AI-powered system for competitive ad research and creative generation. It scrapes active competitor ads from Facebook's Ad Library using Apify, filters for image-based content, and leverages GPT-4o vision to analyze design elements, copy, and layouts comprehensively. The workflow then intelligently generates 3+ unique ad variations per source ad, preserving effective structures while creating fresh assets ready for your PPC campaigns.

Key benefits include massive time savings by eliminating 60-70% of manual creative work, automated organization into structured Google Drive folders separating source and generated ads, and a campaign-ready Google Sheets database with direct asset links. Ideal for PPC agencies, marketers, and e-commerce teams needing rapid competitive intelligence and scalable creative production.

Use cases span competitor benchmarking across industries, A/B testing variant creation, and maintaining an organized ad library for ongoing campaigns. Input keywords or competitor names to discover active ads, process them through AI pipelines, and deploy outputs directly into ad platforms, transforming hours of research into minutes of actionable insights.