DENIS
Denis Kataev, founder of ForCar
Founder & Editor · Serial Solopreneur

Denis Kataev

Denis Kataev is a serial solopreneur and the founder of ForCar. With 15+ years in software engineering and 10 years in SEO, he builds data-driven products end to end — backed by a sharp eye for design. At ForCar he mines proprietary vehicle datasets, turning raw numbers into buying advice you can actually trust.

267Guides
7Topics

Guides by Denis

267 articles
Five-year fuel cost compared against used car purchase price by model
Ownership Costs

Five Years of Fuel Costs More Than the Explorer Itself

On a ten-year-old car the purchase price is the smaller number. Fuel is the bigger one, and because it arrives forty dollars at a time nobody adds it up before buying.

Sep 6, 2026 · 4 min
Discontinued car brands still listed on the used market and their prices
Depreciation & Value

Pontiac Died in 2010. It Still Sells 42% Below a Chevrolet.

A dead badge on a car that shares its engine, gearbox and platform with a living one is the cleanest natural experiment the used market offers. The market charges a lot less for it, and the parts situation is nothing like as bad as the price implies.

Sep 6, 2026 · 4 min
Death rate per thousand complaints by vehicle component
Reliability

Tyre Complaints Carry 15 Deaths per 1,000. Nothing Else Comes Close.

Complaint counts measure how often something annoys people. Weighted by outcome instead, the list reorders sharply — and the components at the top are not the ones that generate the most reports.

Sep 6, 2026 · 4 min
Concentration of used car listings across metropolitan markets
Buying Guides

Sixteen Cities Hold Half the Used Market. 190 Share the Rest.

Every piece of car-buying advice assumes you can compare listings. In most of the country you cannot — there are not enough of them, and a thin market changes what a fair price even means.

Sep 6, 2026 · 4 min
Collision repair cost index by car brand
Ownership Costs

A Tesla Costs More to Repair Than a BMW. A Fiat Costs a Third.

The cost of putting a car back together after a crash varies by a factor of five between badges, and the ordering has surprises in it. One mass-market brand sits above every German luxury marque.

Sep 5, 2026 · 4 min
Japanese and domestic brand share of the used market by state
Comparisons

Michigan Lots Are 74% Domestic. Hawaii Is 51% Japanese.

Where a car was designed still decides what sells, three decades after that stopped being an argument about quality. The map is sharp enough that you can guess the state from the brand mix alone.

Sep 5, 2026 · 4 min
Share of white and black cars on the used market by state
Depreciation & Value

Arizona Sells 38% White Cars. Wisconsin Sells 20%.

The colour split between states is almost twice as wide as anything you would guess, and it lines up with latitude. The price gap between colours looks just as dramatic until you control for how old the cars are.

Sep 5, 2026 · 4 min
Collision and property damage claim indexes across model years
Ownership Costs

Fixing Your Own Car Got 26% Dearer. Fixing Theirs Didn't.

Two insurance indexes track the cost of the same accidents from opposite ends. One has climbed steadily for two decades and the other has not moved at all, and the difference is sitting in your front bumper.

Sep 5, 2026 · 4 min
Comprehensive versus collision insurance claim indexes by model
Ownership Costs

The Honda S2000 Gets Stolen Twice as Often as It Gets Crashed

Insurance splits your premium into two very different bets. One is about how you drive; the other is about who wants your car when you are not in it. Comparing them exposes which vehicles are targets.

Sep 5, 2026 · 4 min
What used cars under three thousand dollars actually look like
Buying Guides

9.5% of the Market Is Under $3,000. Here Is What You Get.

The bottom of the market is bigger than most buyers assume and far less random than it looks. The cars down there are strikingly consistent — same models, same age, same mileage — which tells you what actually survives to get there.

Sep 4, 2026 · 4 min
Diesel and gasoline heavy-duty pickup asking prices compared
Comparisons

The Diesel F-350 Asks $25,126 More Than the Gas One

Compare diesel to gasoline across a whole market and you mostly measure the trucks. So we narrowed it to the same nameplate, same body, same job — and the gap not only held, it widened.

Sep 4, 2026 · 4 min
Annual mileage by state calculated from odometer readings and vehicle age
VIN & History

100,000 Miles Takes 7 Years in Louisiana and 12 in Hawaii

Odometer readings get judged against a single national rule of thumb, usually 12,000 miles a year. Split the same data by state and that rule turns out to be wrong in both directions, by enough to change what a number means.

Sep 4, 2026 · 4 min