Skip to content
Price Report

Market valuation for pricing decisions

Every vehicle valued against 7M+ daily listings, by specification, equipment, mileage, and region. Every price carries a confidence score and expected days to sale.

Try for Free →Book a Demo
app.carsdata.com / Price Report
DEMO
OverviewStatisticsAdsMarket detail
Market · EUPriced 29 Oct 2025
Audi A4
2019 · 113,856 km · 110 kW · Automatic · Diesel · 4×2 · Estate car
Vehicle parameters
MakeAudi
ModelA4
BodyEstate car
Body colorSilver
TransmissionAutomatic
Power110 kW
Drive4×2
Fuel typeDiesel
Mileage113,856 km
First registration2019
Interior materialCloth
VAT deductibleNo
Priced on 48.6M cars sold across Europe · updated dailypowered by carsdata
Real selling price
€19,300
Top offerVery goodpriceFair offerHigherpriceHighprice€18,300€20,200SuspiciousUnsaleable
Current advertised price
€17,990▾ €4,310
Amount of similar cars
High
Summary pricing

The fair selling price is the realistic estimate for this car given its full specification and good technical condition. The real price depends on overall appearance and a clear, well-documented service history. Cars advertised above this band typically take far longer to sell.

+13%
per vehicle after deployment
Average margin uplift
−17 days
time-on-lot
Reduced time on lot
−80%
elimination of illiquid vehicles
Fewer bad purchases
7M+
from 31 platforms
Listings analyzed daily

From vehicle data to the real selling price

The AI engine combines identification, live comparables and regional demand into a price you can actually sell at.

Vehicle data
VIN
W•U ••• ••• 421
Specification
Equipment
Mileage
•• ••• km
1
Identification & catalogue match
Spec-driven identification or VIN shortcut via Solera / DAT / Cebia, exact equipment and specification confirmed
2
Comparable listings
Live comparable counts from the European market (in advertisement, recently sold), updated continuously
3
Regional & seasonal correction
Price level and demand of the target market, seasonal curves per segment
4
Equipment impact
Precise € impact of every package
Real selling price
€26,800
Low / high range
€25,500 – €28,100
Trim-level score0 %
Expected time of sale0 / 100

Why pricing bleeds without data

Manually maintained price lists go stale the moment they are saved. The market shifts every day, new offers arrive, competitors reprice, segments react to seasonality. Last week's spreadsheet drives decisions the market moved past long ago.

Combing through relevant listings on three portals, comparing equipment levels, estimating regional variance, and entering the result into your system, one vehicle can take an hour or more. With hundreds of cars in stock, manual valuation is simply not scalable.

Panoramic roof, leather seats, driver-assistance packages: each feature shifts market value differently. Without precise equipment identification and historical sales data by package, the impact is estimated as a flat ±5%, when the real difference on a specific vehicle can exceed €1,000.

Convertibles peak in spring, SUVs in autumn, EVs respond to subsidy cycles. A dealer without a seasonal data layer arrives at the top of the market late and sells outside the optimal pricing window, margin slips away with every week of delay.

Our solution

Live data without manual work

Price Report analyzes 7M+ listings every day and continuously recalculates the real selling price of every vehicle. Manual spreadsheets are replaced by a live data feed for reporting, API and inventory workflows.

Valuation in seconds

Submit a vehicle specification and get a price estimate, price range, equipment score and expected time to sale in seconds. Built for API, full inventory and VIN matching.

Equipment without averages

The model prices equipment by its real impact on market value. Each item is calculated separately, from panoramic roofs to driver assistance systems.

Market in every estimate

The model accounts for seasonality, regional demand and differences across European markets. The price reflects the market where the vehicle will be sold.

Seasonal price curves by segment

Vehicle prices move predictably, if you have the data. Seasonal patterns are a built-in component of the Price Report model, applied automatically to every valuation.

8090100110120JanFebMarAprMayJunJulAugSepOctNovDec

Seasonal patterns are embedded in the model. Every valuation already accounts for where the segment is in its annual price cycle.

How Price Report works

1
IngestionWe ingest 7M+ listings daily from 31 listing and auction platforms. The data is continuously normalised for further processing.
2
CleaningWe remove duplicates, incomplete records and extreme outliers. The result is a clean and comparable data foundation.
3
MatchingEach vehicle is identified by parameters and available VIN. Catalogue matching enriches equipment down to the exact configuration.
4
ModelThe ML model uses market data, seasonality and local demand. It continuously learns from real sales outcomes.
5
OutputThe API returns sale price estimate, price range, equipment score and expected time to sale. For every request.

What refines the estimate

The model selects comparable vehicles by make, model, age, mileage, equipment and segment. It does not use a broad average, but the closest market group.

New listings, price changes and removed ads all feed into the estimate. The price reflects the latest market state, not a stored table.

Every European market has different demand, price levels and supply structure. The model adjusts the estimate to the market where the vehicle will be sold.

The output includes a confidence score and price range. Common configurations return stronger signals; rare vehicles show higher uncertainty.

Equipment in numbers

Precise impact of every package on a vehicle's market value.

Škoda Kodiaq 2.0 TDI · 2022 · 60,000 km
Panoramic roof+€1,250Leather interior+€780LED matrix headlights+€890Driver-assistance package+€520Tow bar+€620Premium audio+€340
Illustrative example: Škoda Kodiaq

Per-package pricing, not a flat percentage.

  • Panoramic roof+€1,250
  • Leather interior+€780
  • LED matrix headlights+€890
Vehicles priced with Price Report sell faster
+13 %

Dealers using Price Report (Group A) achieve 13% higher margins and sell vehicles an average of 17 days faster than the control group (Group B) relying on manual pricing. The mechanism is direct: a more accurate entry price means less repricing and shorter time on lot.

Equipment accuracy eliminates bad purchases
−80 %

Dealers who price through the Price Report API report up to 80% fewer illiquid purchases. Precise equipment identification reveals the full market picture before the buy, a vehicle that looked like a good deal receives an exact market number. Capital stays deployed where it returns.

Key capabilities

Three signals
One decision

01 · Pricing API

Price in seconds

The REST API returns a recommended sale price and price range for a specific vehicle. The output connects to your DMS, pricing engine or internal workflows.

02 · Confidence score

Estimate confidence

The confidence score shows how strong the market sample is behind the estimate. Common configurations score higher. Rare vehicles are returned with a wider range.

03 · Time to sale

Sales velocity

Expected time to sale shows how quickly the vehicle can sell on the target market. It helps align price with margin, demand and stock turnover.

ROI calculator

How much Price Report earns for your inventory

Adjust the parameters to match your operation.

120 vehicles
10500
€380
€100€800
New margin per vehicle: €473, Monthly difference: +€11,160, Annual additional profit: +€133,920
+€93/vehicleScales with volume
New margin per vehicle€473
Monthly difference+€11,160
Annual additional profit+€133,920

Pricing scales with query volume. +€93 represents a conservative scenario at the default slider state; brochure-reported +€473/vehicle reflects a higher-volume configuration. Book a demo and our team will prepare a tailored proposal.

Book a Demo →Try for Free

Real-world results

MARGIN UPLIFT

Central European dealer: +€473/vehicle

Situation

A dealer with 80 average-condition vehicles was pricing manually against a local portal. Prices lagged the market and vehicles with above-average equipment were sold below market value.

Solution

Price Report API integrated directly into the dealer's workflow. Every vehicle received automatic valuation at intake, with per-package equipment impact and seasonal correction.

Result

Average margin grew by 13% over the quarter. Average revenue per vehicle increased by +€473.

FASTER TURNOVER

SUV fleet: up to 17 fewer days on lot

Situation

The dealer's SUV segment was stagnating. Repricing happened weekly from a spreadsheet. The seasonal autumn peak was repeatedly missed.

Solution

Price Report introduced automatic seasonal price corrections. The system raised SUV prices ahead of the autumn peak, capturing the seasonal upswing before manual repricing could react.

Result

Days on lot fell by up to 17 days versus the prior period. The autumn cycle delivered stronger revenue on the SUV segment than the previous year.

FEWER BAD BUYS

Buying team: −80% illiquid vehicles

Situation

The buying team was acquiring vehicles without precise market valuation. Roughly 1 in 5 purchases ended up as slow movers, low-liquidity vehicles that tied up capital for more than 45 days.

Solution

The Price Report API was integrated into the buying workflow. Every candidate received a confidence score and expected time of sale before the purchase decision.

Result

The share of illiquid purchases dropped by 80%. Days on stock fell significantly, keeping capital deployed in faster-moving inventory.

Integration & API

Integration without compromise.

Price Report is a first-class API product. It integrates directly into your DMS, pricing engine, or buying workflow, no vendor lock-in, no double data entry.

REST API with rate limits

Documented endpoints, predictable SLA, and configurable rate limits per request.

Native Omnetic DMS integration

For dealers on Omnetic DMS, Price Report runs without manual data transfer, valuation happens automatically when a vehicle is received into the system.

Webhooks for price alerts

Set a webhook and the system notifies you the moment the market price in your segment crosses a defined threshold, react before the competition does.

Security & GDPR compliance

GDPR-compliant processing. Data is transmitted over encrypted connections.

Objections & FAQ

Questions & answers

Local expertise is valuable, but the market changes every day and the precise per-package equipment impact cannot be estimated without data from thousands of sales. Price Report adds a quantitative foundation to local intuition; it does not replace it.

The calculator above shows what Price Report earns on your specific inventory. At +€93 per vehicle (a conservative default-slider scenario), the investment pays back quickly at typical volumes. Our team will prepare a proposal sized to your query volume.

The real selling price is an input, not a command. The dealer always makes the final call, Price Report provides the data foundation to make that decision an informed one. The API does not lock workflows or systems.

Start pricing accurately

A no-commitment demo will show how Price Report works with your specific inventory and query volume. No credit card, no obligations.

Try for FreeBook a Demo with an Analyst