PartsHaggler Release Notes
Product updates, improvements, and new features.
Version 1.2
July 22, 2026 · Voice Search + My Garage + Part Identification + Price Intelligence
Voice Search PRO
- Search for parts using your voice
- Hands-free option for faster and more convenient searching
- Works across supported browsers and devices
Recent Searches
- Quick access to your 5 most recent searches
- Expandable card with clean mobile-friendly design
- Available to all users
My Garage PRO
- Save up to 25 vehicles for quick access
- Full VIN support
- Easy car selection from your saved vehicles
- Expandable card with clean mobile-friendly design
VIN Decode
- Paste a VIN and automatically fill Year, Make, and Model
- Available to all users
Part Identification with Part Placement
- Identify many common auto parts more accurately
- Part Placement shows the precise location on the vehicle (front bumper, left fender, hood, left headlight, trunk lid, and more)
- Helps reduce incorrect part selection and improves search relevance
Improved Price Intelligence
- New research layer for hard-to-price or low-data parts
- Pulls real-world pricing context when traditional data is thin
- Initial controlled rollout
Technical Documentation PRO
- Access Body Tech Notes, Refinish Notes, installation tips, torque specs, and diagrams
- Helps complete repairs correctly the first time
- Available exclusively for Pro members
Version 1.1
July 7, 2026 · Local Shops + Photo Analysis
Local Shop Recommendations PRO
- New Pro-gated feature that surfaces nearby body shops and auto shops by ZIP code
- Helps users who prefer local options over shipping
Photo Analysis PRO
- Upload up to 3 photos of a damaged part or vehicle area
- Get help identifying the part and relevant search suggestions
- Available exclusively for Pro members
Version 1.0
June 3–5, 2026 · Dynamic Pricing Engine + Ranking
Dynamic Pricing Engine
- Price ranges that factor in vehicle class (mainstream, luxury, performance, exotic, heavy-duty, classic)
- Vendor-type aware ranges (OEM / New, Aftermarket, Used / LKQ)
- Estimated shipping ranges shown alongside price ranges
- Improved accuracy using real-world pricing data
Vendor Ranking & Relevance Improvements
- Stronger preference for true specialists (classic trucks, classic Mustangs, body parts, and make-specific vendors)
- Better results for classic and specialty vehicles
- Improved make matching (e.g. Chevy ↔ Chevrolet)
- Cleaner deep links to vendor product pages
Soft Release
April 17, 2026 · Initial Public Launch
PartsHaggler Public Launch
- Official public pre-release launch of PartsHaggler
- Core parts search experience across a wide range of vehicles
- Results from multiple vendors in one place
- Basic price visibility and vendor links
- Foundation for future personalization and intelligence features