How ScrapeHero Powered Market Intelligence for a Heavy-Duty Truck Parts Distributor
A national truck parts distributor chose ScrapeHero to scrape and unify fragmented aftermarket data.
How ScrapeHero Powered Market Intelligence for a Heavy-Duty Truck Parts Distributor
How ScrapeHero helps a national aftermarket distributor track pricing, inventory, and service coverage
120,000+
Product pages monitored biweekly
45,000+
SKUs normalized across sources
06+
Automotive data sources integrated
Plan
Enterprise Premium
Industry
Automotive Aftermarket (Heavy-Duty Truck Parts)
Our client is a national heavy-duty truck aftermarket parts distributor and affiliate marketer. They aggregate parts data from multiple suppliers and marketplaces to help fleets and repair shops quickly find the right components at competitive prices.
The Challenge
The distributor struggled with inconsistent product data, manual price tracking, and fragmented vendor information, making it difficult to maintain an up-to-date catalog.
The distributor needed reliable visibility into pricing, availability, and cross-reference data across multiple fragmented sources. Their existing approach relied heavily on manual checks and inconsistent feeds.
Key hurdles included:
Inconsistent product data across supplier websites
Difficulty tracking price changes and stock levels
Limited visibility into competitor listings on Google Shopping
Time-consuming part-number searches across vendors
Lack of structured service-provider coverage for fleet support
The Solution
ScrapeHero deployed a fully managed, biweekly data pipeline that extracts and normalizes product intelligence across major aftermarket sources.
Comprehensive Multi-Source Coverage
We built dedicated crawlers for
Google Shopping listings
FinditParts
FleetPride
TruckPro
FindTruckService directory
Finditparts part-number search
What we capture includes:
| Pricing Intelligence |
Title / Product name MSRP and standard price Promotional price tracking Source website attribution |
| Product & Fitment Data |
Part numbers and vendor numbers Manufacturer details Specifications and descriptions Cross-references |
| Inventory Visibility |
Stock count Quantity available Inventory status by seller |
| Service Network Data |
Service type and sub-service Company details and location Contact information Distance and features |
| Logistics Attributes |
UPC Weight (kgs/lbs/gross/net) Product URLs |
Advanced Normalization Layer
Because each source used different schemas, ScrapeHero delivered:
- Unified SKU mapping
- Cross-reference stitching
- Duplicate suppression
- Structured, analytics-ready output
Biweekly Freshness (2-Week Frequency)
Our automated pipelines refresh the dataset every two weeks to ensure:
- Current pricing visibility
- Accurate inventory signals
- Updated service provider coverage
The Impact
By partnering with ScrapeHero, the distributor transformed fragmented aftermarket data into a centralized competitive intelligence asset.
Most importantly, the client can now focus on growing their aftermarket footprint while ScrapeHero ensures their underlying data stays clean, current, and scalable.
Share:
Their Data Bottleneck? Gone. Yours Could Be Next
See how we helped this customer solve their data challenges? Book a no-strings consultation and we’ll map out a plan to automate, extract, and optimize, just like we did here.
See How ScrapeHero Empowers Brands
How Web Scraping Helps Nonprofits Fight Unfair Medical Lawsuits
ScrapeHero’s automated data extraction helps a medical nonprofit track reviews, fight lawsuits, and defend volunteer clinicians.
How an Environmental Nonprofit Uses ScrapeHero to Save Ecosystems
How does an environmental group track invasive species online? With ScrapeHero’s solution, processing thousands of marketplace listings.
Ready to turn the internet into meaningful and usable data?
Contact us to schedule a brief, introductory call with our experts and learn how we can assist your needs.