Long-form analysis, sector briefings and methodology notes built on validated data, primary interviews and traceable sources — reviewed by a sector lead before it ships.
OnStar costs three to five times Saudi Arabia's commercial telematics rate. Marqstats breaks down what that premium buys that free smartphone mirroring genuinely cannot replicate.
Malaysia's best-selling carmaker is also its least-connected. Marqstats examines why Perodua still relies on smartphone mirroring and what has to happen before that changes.
Malaysia's widely cited 45,562-unit "electrified vehicle" figure is not a battery-electric count. Marqstats separates the two powertrains and traces what the December 2025 duty exemption expiry actually pulled forward.
Honda CONNECT undercuts Toyota VTS on sticker price by RM 500. Neither company discloses what happens after the free trial ends — and that is the number that actually matters.
Mobile virtual network operators, chiefly automakers, sell 76.59% of South Korea's vehicle IoT lines. Carriers lost the customer, not the traffic, and the automaker now chooses the network.
The 3G switch-off threatened emergency calling in some connected cars, not all. Six brands issued software fixes and six confirmed no impact. The network behind each car's SIM decided which.
China's 31.436 million vehicle headline is not the base for a connected car model. Removing commercial vehicles and exports leaves 22.61 million domestic passenger cars, a 28% smaller number.
Most car dealer websites load pricing and inventory in a way that works perfectly for a human visitor and leaves an AI crawler looking at a blank page.
Nearly half of car shopping questions don't mention a brand at all. The AI answering them recommends one anyway, 97% of the time. That changes who's competing.
A federal court killed the pricing rule on a technicality, not on the merits. Eight months later, California passed almost the same law anyway.
Each vertical maintains its own analyst lead, refresh cadence and methodology spine.