Ad Spy Pipeline#

Automated competitor ad monitoring pipeline: scrape ads from ForePlay/Anstrex, generate adaptations with AI, and sync to Facebook Ads — all on autopilot.

Use when: you run e-commerce ads and want to automatically find competitor creatives, adapt them for your brand, and launch new campaigns without manual work.

What it does#

3-stage automated pipeline:

Stage 1 — Scrape#

• Monitors competitor brands on ForePlay or Anstrex
• Detects new ad creatives automatically
• Deduplicates against your existing library
• Downloads source images/videos

Stage 2 — Generate#

• Sends source creatives to Kie.ai for AI adaptation
• Generates brand-specific versions (your colors, your product, your copy)
• Creates multiple aspect ratios (1:1 for feed, 9:16 for stories/reels)
• Auto-classifies creatives by marketing category (urgency, deal, gift, social proof, etc.)

Stage 3 — Sync to Facebook#

• Creates ad campaigns via Facebook Marketing API
• Organizes by category and naming convention
• All ads created in PAUSED mode (you activate manually)
• Full traceability: source → adaptation → Facebook ad ID

Requirements#

• ForePlay API key OR Anstrex account
• Kie.ai API key (image generation)
• Facebook Marketing API access token
• Facebook Ad Account ID

Cron Schedule#

Set up daily runs:

text

0 7 * * * python3 storm_pipeline_agent.py --all

Tags#

facebook-ads, advertising, competitor-research, ecommerce, automation, creative, marketing, foreplay, anstrex