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Proof / Trust

For teams that move metal and money

Powering pricing, stock, residual value, classifieds and sourcing for retail, finance, OEM and marketplaces.

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Anonymized mock references
Dealer GroupCentral Europe
Leasing PortfolioDACH
Bank Risk TeamCEE
OEM ImporterEurope
Marketplace TeamGermany
Used-Car RetailerCZ / SK
4.8B+ vehicle observations · 38 markets covered

Proof at platform scale

4.8B+vehicle observations
38markets covered
420k+dealer / source entities
10 productsacross the Carsdata suite
14 Market Data modulesdashboard modules
API · dashboard · report deliveryflexible delivery
Outcomes across the portfolioIllustrative, aggregate, no real customer
demo
Decision coverage92%
use cases served
Adoption78%
teams onboarded
Data confidence84%
scored estimates
Action rate69%
signals acted on
Illustrative figures.

Industries we support

Dealer groups

  • Network stock visibility
  • Dealer benchmark
  • Price discipline
  • Aged-stock routing
  • Classifieds optimization

Leasing & fleet

  • Residual value governance
  • Return value risk
  • Market timing
  • Portfolio residual stress

Banks & finance

  • Collateral value
  • LTV stress
  • Fraud / history flags
  • API enrichment

OEM / importers

  • Brand and model share
  • Dealer network performance
  • Portfolio health
  • Residual risk

Marketplaces & classifieds

  • Portal economics
  • Vehicle-level client reports
  • Campaign optimization
  • No-lead spend detection

Independent dealers

  • Safer purchasing
  • Price corridors
  • Vehicle history trust
  • Listing quality

A wall of use cases

Large Dealer GroupCentral Europe
Products
Stock ReportPrice ReportMarket Data
1 operating view across rooftops
Leasing PortfolioDACH
Products
Residual Value StudioMarket Data
P10 / P50 / P90 residual ranges
Bank Risk TeamCEE
Products
VIN DecoderVehicle HistoryPrice ReportAPI
Collateral enrichment via API
OEM / ImporterEurope
Products
Market DataPortfolio HealthResidual Value Studio
Brand and network white-space
Marketplace TeamGermany
Products
Classifieds AnalysisClassifieds Optimizer
Vehicle-level performance proof
Independent RetailerCzech Republic
Products
Vehicle HistoryPrice ReportPhoto Checker
Identity, history and price per car

Anonymized case studies

Every reference on this page is an anonymized mock. Pricing and inventory strategy are among the most sensitive know-how our clients own, so we don't share names or logos — we share deployment patterns and typical outcomes. The scenarios are drawn from real use cases across segments and all figures are illustrative.

Dealer groupCentral Europe

Network-wide stock and price discipline

Carsdata products
Stock ReportPrice ReportMarket DataClassifieds Optimizer
Outcomes
  • Unified view across rooftops
  • Aged-stock action routing
  • Vehicle-level ad spend decisions
Illustrative outcome mixdemo

“Carsdata gave management one version of market truth across pricing, stock and portal performance.”

Leasing companyDACH

Residual value governance for future contracts

Carsdata products
Residual Value StudioMarket DataPrice Report
Outcomes
  • P10/P50/P90 residual ranges
  • Market timing evidence
  • Audit-ready scenario ledger
Illustrative outcome mixdemo

“The residual committee could finally see assumptions, evidence and downside scenarios in one place.”

BankCEE

Vehicle collateral and LTV risk dashboard

Carsdata products
VIN DecoderVehicle HistoryPrice ReportMarket Data APICustom Build
Outcomes
  • Collateral enrichment
  • Anomaly flags
  • Portfolio stress view
Illustrative outcome mixdemo

“Carsdata connected vehicle identity, history risk and market value directly into our credit workflow.”

Independent bazarCzech Republic

Safer purchasing and faster retail decisions

Carsdata products
Vehicle HistoryVIN DecoderPrice ReportPhoto CheckerStock Report
Outcomes
  • Fewer risky purchases
  • Better listing quality
  • Clear price corridor
Illustrative outcome mixdemo

“For every car we can check identity, history, price and listing quality before we commit capital.”

OEM / importerEurope

Brand, model and dealer network intelligence

Carsdata products
Market DataPortfolio HealthDealer Network PerformanceResidual Value Studio
Outcomes
  • Market share visibility
  • Dealer benchmark
  • Portfolio white-space
Illustrative outcome mixdemo

“We use Carsdata to understand where our brand is strong, where pricing is drifting and where the network needs action.”

Marketplace teamGermany

Client-ready classifieds performance reporting

Carsdata products
Classifieds AnalysisClassifieds OptimizerMarket Data
Outcomes
  • Vehicle-level proof
  • Portal economics
  • No-lead spend detection
Illustrative outcome mixdemo

“Instead of arguing about portal averages, we can show the daily history of each vehicle and the next action.”

Why teams trust the data

01Sample-size warnings whenever a comparison rests on thin data
02Confidence scoring on every estimate, not just a single number
03Data lineage from raw listing to final figure
04Model versioning so every output is reproducible
05Audit trails and a scenario ledger for committee review
06Shared export definitions and a glossary, so teams compare like for like

See how Carsdata fits your workflow

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