OEM and aftermarket components, tires, and automotive supply-chain analysis for procurement and fleet decision makers.
Monthly updates from the central sales organization keep the ZF Aftermarket Product Range current for four substantial brands.
Ray Donnelly
14 min read
With vehicle age hitting 13 years, I analyze how generative AI helps distributors pivot from reactive parts sales to proactive service ecosystems.
Anna Petrova
12 min read
Yokohama's 4 division titles at Pikes Peak validate the ADVAN A005 compound. We analyze how this extreme testing informs smarter aftermarket stocking.
Priya Raman
14 min read
Shops using accurate ACES fitment data see a 50–60% drop in wrong-part returns. Learn how distinct PIES and ACES standards clean your catalog.
Ray Donnelly
17 min read
The Auto Care Association dropped ACES 5.0 and PIES 8.0 in April 2026. These aren't just version bumps; they are the new baseline for swapping product...
Anna Petrova
15 min read
Map parts to over 60,000 vehicle combinations using ACES and PIES standards to reduce fitment returns and build shopper confidence today.
Priya Raman
15 min read
ACES 5.0 and PIES 8.0 launched in April 2026 to fix fitment. Accurate data stops inventory from vanishing in vehicle-specific search results.
Dmitry Volkov
16 min read
The sector holds 329,527 jobs. Prove your tech works deployed, not in pilot mode, before the July 31 deadline.
Ray Donnelly
14 min read
Prevent claims errors from stale data with 50,000+ SKUs and weekly updates for accurate commercial vehicle specifications and parts fitment.
Mark Phillips
16 min read
Raw listings hide risks. Extract structured fields like VIN and MSRP from 1,000 results to build accurate inventory models without manual entry errors.
Ray Donnelly
15 min read
Every 17-digit VIN reveals up to 120 accurate attributes. KZMALL Auto Parts explains why free tools miss critical history like title washing.
Ray Donnelly
16 min read
Tariff disruptions threaten 5-6% of aftermarket revenue, making tonneau cover expertise critical for shop survival.
Ray Donnelly
13 min read