AI Dynamic Pricing Optimizer for Shopify
AI-powered pricing tool that monitors competitors, analyzes demand patterns, and automatically adjusts your Shopify prices to maximize revenue. Enterprise pricing intelligence for indie sellers.
What it does
Shopify API integration and price recommendation logic are buildable. The main challenge is competitor price scraping — Amazon and Google Shopping actively block scrapers, so you'll need to use legitimate APIs (Amazon Product Advertising API) or proxy services. The AI pricing model itself is straightforward regression + LLM analysis.
Shopify API integration and price recommendation logic are buildable. The main challenge is competitor price scraping — Amazon and Google Shopping actively block scrapers, so you'll need to use legitimate APIs (Amazon Product Advertising API) or proxy services. The AI pricing model itself is straightforward regression + LLM analysis.
MVP features
Build prompt
Build an AI dynamic pricing optimizer that: 1) Connects to Shopify via OAuth 2) Scrapes competitor prices from Amazon, eBay, and Google Shopping for matching products 3) Uses GPT-4o to analyze pricing patterns, demand signals, and seasonality 4) Recommends optimal prices with confidence scores and revenue projections 5) Auto-applies price changes via Shopify API (with approval workflow) 6) Tracks revenue impact per price change 7) Sends alerts for competitor price drops 8) Has a dashboard showing: current vs optimal prices, revenue uplift estimate, competitor price trends 9) Supports pricing rules (min margins, MAP compliance, sale schedules). Use Next.js, Supabase, Shopify API, web scraping for competitors, Stripe billing at $39/mo + 1% of uplift.
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