Benchmark the market
Analysts compare pricing and inventory by region, brand, and segment.
See your position against the whole market
.
Market & Pricing Data
Automotive market and pricing datasets
50,000+ dealer inventories with daily price history across the US market — for trends, benchmarking, days-on-market, and forecasting. The raw data behind market intelligence, ready for your own analysis.
50K+
dealer inventories
daily
price snapshots
days-on-market
per VIN
nationwide
coverage
2015
earliest history
What's In The Data
The market, measured day by day
Dealer inventory snapshots, price changes over the life of every listing, and days-on-market — the raw signals you aggregate into trends, benchmarks, and forecasts.
Dealer inventory snapshots
Lot-level inventory captured daily across every dealer in the US.
Price changes over time
Daily price snapshots tracking every markdown across a listing's life.
Days-on-market
How long each VIN sits before it sells or is pulled.
Geographic dealer density
Dealer and listing counts by region for supply-side context.
Asking vs transaction spread
The gap between list prices and real close prices by segment.
Segment (year / make / model)
Every record rolls up cleanly by year, make, and model.
{
"ymm": "2022 Toyota RAV4 XLE",
"region": "Atlanta, GA",
"active_listings": 412,
"median_price": 31480,
"price_trend_30d": -1.8,
"avg_days_on_market": 47,
"dealer_count": 138
}
Who Uses It
Who uses market data, and for what
Analysts, product teams, and dealers — turning price history into decisions.
Build timing features
Teams power "should I buy or wait?" tools from real price history.
Recommendations users trust
.
Track the market
Researchers follow supply, demand, and price trends over time.
Read the cycle with data, not vibes
.
Benchmark yourself
Dealers compare their pricing and turn against the live market.
Find where you're leaving money
.
Want a dashboard you log into, not raw data?
See Pricing Intelligence →
Delivery
Delivered to your infrastructure
Bulk files or a native warehouse share, pushed straight into the stack your team already uses — and refreshed daily as new snapshots land.
Bulk datasets
CSV or Parquet delivered straight to your cloud bucket.
Your warehouse
Native Snowflake or BigQuery share — rows just appear, no ETL.
Refreshed daily
New snapshots are appended every day to keep your analysis current.
What Makes It Different
The whole market, as data you control
Three things you notice the first time you compare this to a one-off export or a single-platform feed.
Price history, not just a snapshot
Daily price changes over the life of each listing — so you can model trends, not just read today's number.
Nationwide dealer coverage
50K+ dealers across every region, new and used — the whole US market in one consistent dataset.
Raw data you analyze your way
No fixed dashboard — your models, your questions, your infrastructure.
How You Buy It
Buy only what you need — clean and ready to use
No all-or-nothing contract and no raw scrape to clean up. Take the exact slice you need, already normalized and ready for your pipeline.
Clean data, not a raw scrape
Every record is normalized, VIN-keyed, deduplicated across sources, and validated — with a documented, versioned schema. It drops straight into your warehouse or training pipeline, with no cleanup pass on your side.
Buy it in pieces
Take the whole dataset or just the slice you need. License one dataset or several combined, as a one-time pull or an ongoing feed — and always start with a sample.
make & model
region / state
year range
date range
just the fields you need
FAQ
Frequently asked questions
Per-VIN price history and days-on-market sit at the base of the dataset, so you can work at the individual-vehicle level or aggregate up to model, segment, or region — whatever your analysis needs.
Bulk CSV or Parquet pushed directly to your S3 bucket, Snowflake, or BigQuery, refreshed daily as new snapshots are appended. No portal to log into — you set the destination once during onboarding.
This is the raw dataset you analyze yourself — your models, your questions, your infrastructure. Pricing Intelligence is the dealer dashboard SaaS you log into for ready-made answers. See /products/pricing-intelligence if you want the dashboard rather than the data.
Get Started
Tell us what you need
Tell us about your market-data use case and we'll come back with a dataset recommendation, a sample, and a quote — usually within 2 business days. No sales call required to get the numbers.
The market, as data you can model
50K+ dealer inventories · daily price history · days-on-market · nationwide · to your cloud. Tell us what you're analyzing and we'll send a sample.