A tool for exporting product data from Ivory (ivory.co.il), an Israeli computer parts retailer, into machine-readable JSON format with LLM-powered enrichment for price comparison. The analysis found that Israeli prices average 1.87x US RRP across 620 products.
GitHub: https://github.com/danielrosehill/Ivory-Parts-Finder
GitHub Repository danielrosehill/Ivory-Parts-Finder AI assistant config for building computers and finding accesories from Ivory (Israeli computer chain) ★ 1PythonUpdated Feb 2026 aihome-server View on GitHubPrice Analysis Highlights
Overall average: Israeli prices are 1.87x US RRP (620 products)
Best value: Case Fans (1.10x), AMD CPUs (1.14x), AMD GPUs (1.17x)
Competitive: Intel CPUs (1.24x), Motherboards (1.24-1.36x), Network Cards (1.32x)
Moderate markup: NVIDIA GPUs (1.43x), Cases (1.43x), PSUs (1.57x), CPU Coolers (1.61x)
High markup: Internal HDDs (2.18x), Internal SSDs (2.70x)
Highest markup: RAM (5.53x US RRP)
How It Works
Web scraping with BeautifulSoup captures product data from Ivory category pages
Google Gemini 2.0 Flash extracts manufacturer, part number, English description, and US RRP
A second LLM pass verifies US RRP estimates with category-specific pricing guidelines
Exchange rate fetched from public APIs for NIS/USD conversion
Price ratio calculated as price_usd / us_rrp_usd
Categories Covered
Intel/AMD CPUs
Intel/AMD Motherboards
RAM
SSDs
HDDs
NVIDIA/AMD GPUs
PSUs
CPU Coolers
Water Coolers
Case Fans
Cases
Network Cards
Optical Drives
Limitations
US prices are RRP/MSRP not spot prices; LLM-generated estimates may not reflect exact current prices; must be run from Israel (Ivory blocks international access).
