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🔥 High demand in 2026

Automotive & Vehicle Data Scraping

New and used vehicle pricing, dealer inventory, vehicle specifications, EV charging station data from AutoTrader, Cars.com, CarGurus, dealer websites, and EV charging networks — structured for auto marketplaces, dealerships, insurers, and EV platforms.

3–7 days  pilot turnaround Hourly / Daily  refresh CSV · JSON · API  delivery

The US auto industry is in transition with EV adoption rising, used car market volatility, and dealer inventory dynamics that require real-time intelligence. Auto marketplaces, dealerships, insurers, and EV platforms all need structured vehicle data — pricing, inventory, specifications, and (for EV) charging station location data. We extract from US auto marketplaces, dealer websites, and EV charging networks.

What you get

Engineered for real production use.

New & used vehicle pricing

Listed prices, dealer-discounted prices, MSRP, market value estimates, mileage, condition for new and used vehicles.

Dealer inventory

VIN-level inventory across dealer rooftops including model, year, trim, options, and listing duration on lot.

Vehicle specifications

Make, model, year, trim, engine, transmission, drivetrain, fuel economy, safety ratings, and standard/optional features.

EV-specific data

Battery range, charging speed (DC fast charging, Level 2), connector types, EV federal/state incentive eligibility.

EV charging station data

Charging network locations, connector types, charging speeds, real-time availability where surfaced (DCFC, Level 2).

Vehicle history signals

Days on market, price reductions, listing pulls (sold or removed), recall data from NHTSA.

Sample Schema

This is what your automotive data scraping output looks like.

automotive-vehicle-data_sample.csv ● LIVE SCHEMA
SourceVIN/IDYearMake/ModelTrimMileagePriceDealerLocationCaptured (UTC)
AutoTrader1HG-XXXX-0012023Honda CivicSport12,450 mi$24,990Austin HondaAustin, TX2026-05-19 10:30
Cars.com5YJ-XXXX-0022024Tesla Model YLong Range8,200 mi$44,500Bay Area AutoFremont, CA2026-05-19 10:30
CarGurus3VW-XXXX-0032022VW JettaSE28,900 mi$19,795Phoenix Used CarsPhoenix, AZ2026-05-19 10:30

Sources we typically cover: AutoTrader.com · Cars.com · CarGurus · TrueCar · Edmunds · Kelley Blue Book · Carvana · Vroom · Tesla inventory · Dealer websites · NHTSA recall database · ChargePoint, EVgo, Electrify America (public charging network maps)

Who uses this

Teams that ship with this data weekly.

Auto marketplaces

Aggregate dealer inventory at national scale, build comparison and search products.

Dealer competitive intelligence

Track competitor pricing, time-on-lot patterns, and pricing strategies within market territories.

Auto insurers & lenders

Vehicle valuation data, market value benchmarks, and risk-relevant vehicle specs for underwriting models.

EV platforms & infrastructure

Power EV-comparison tools, charging-station route planning, and incentive-recommendation products.

Process

From requirements to delivery — fast.

01

Requirements

30-min call to confirm sources, fields, frequency, and output schema.

02

Pilot in 3–7 days

Sample dataset delivered for your team to validate coverage and quality.

03

Production + SLA

Scheduled jobs, monitoring, retries, reporting — backed by uptime SLA.

Get a sample dataset in 3–7 days.

Tell us the sources and fields you need. We will reply within 1 business day with a sample schema and a fast estimate.

Request sample data
FAQ

About automotive data scraping.

Can you scrape Tesla inventory?

Yes — Tesla's public inventory pages are scrapeable. New and used Tesla inventory across US markets is part of our standard coverage.

How fresh is dealer inventory data?

Daily refresh is standard for inventory across major marketplaces. New listings and sold-removed signals captured within 24 hours.

Do you cover EV charging station availability in real-time?

Real-time charging availability is surfaced by some networks (ChargePoint, EVgo). Where the network exposes it publicly, we capture it. For comprehensive real-time, licensed network APIs are recommended.

Can you provide vehicle history reports?

Vehicle history reports (Carfax-style) are licensed products and not available via scraping. We extract public listing data and NHTSA recall data — not full ownership/accident histories.