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LLMs & AI Agents

The Automotive
Intelligence Engine
Built for AI

Structured, grounded automotive data for LLMs, agents,
and AI workflows.

Who We Support

The Automotive Intelligence Layer
Trusted Across the Ecosystem

MarketCheck data is already deeply embedded across the automotive landscape, powering systems used by millions daily.

  • Major Dealer Groups

  • Lenders and Credit Unions

  • DMS Platforms

  • Marketing Platforms

  • Hedge Funds

  • Consumer Marketplaces

  • Insurers

  • Inventory Syndication Tools

  • Ad Tech Stacks

  • Data & AI Innovators

From search to finance to pricing to AI, if it touches vehicle data, we're likely behind it. Client references available under NDA.

Our Core Modules

Production-Ready Answers.
Agent-Grade Infrastructure

No parsing, no decoding, no training needed, just plug in and go.

  • Inventory Search

    Structured, normalized, deduplicated vehicle listings, available via API or NLP.
  • NeoVIN™ Intelligence

    Decode any VIN and enrich it with feature-level specs like drivetrain, tech packages, and safety features.
  • Pricing & Incentives

    Retail and wholesale pricing with regional context and OEM incentives.
  • Vehicle History Snapshots

    Listing timelines, ownership indicators, and inventory-level lifecycle insights.

Why It Matters

AI Needs Reliable Automotive Data

Without MarketCheck → Unreliable Answers

Vehicle listings are messy, inconsistent, and often incomplete. An AI system can sound confident while getting the details wrong.

With MarketCheck → Answers Grounded in Data

MarketCheck gives AI systems current, normalized inventory and vehicle intelligence they can use to answer questions and take action reliably.

  • 75%

    Shop Elsewhere

    Most car buyers use third-party marketplaces and review sites while shopping

  • 25%

    Shop With AI Tools

    New-vehicle buyers who used AI tools while shopping

  • 5B+

    AI Assistant Visits

    ChatGPT, Claude, and others are reshaping the search funnel

  • 78,735

    Dealer Sites Tracked

    Franchise and independent dealer websites whose live inventory MarketCheck tracks, re-checked every day

    API Docs(Sep 22)

What's Under the Hood

Our First Five Toolsets Deliver
More Than Raw Data

They return structured, query-ready answers built for real-time AI applications:

  • Inventory Search

    NLP and parametric endpoints for nationwide, deduplicated listings

  • NeoVIN™

    Feature-rich decoding with spec mapping across trims, packages, and model years

  • Incentives

    Up-to-date OEM and regional offers, grounded in market context

  • MSRP

    Normalized pricing by VIN and configuration, with historical tracking

  • Vehicle History

    Listing timelines, ownership insights, and traceable lifecycle states

By Design

Each Toolset Is Optimized For

  • Low Latency Response

    Agent and copilot workflows

  • Structured Output (JSON)

    Built for LLM ingestion

  • Grounded in Real Listings

    Agents stay accurate as the market shifts

And if you're building your own agent: our open SDK lets you launch your own agent experience using these same toolsets. Access the SDK

Mentions

Referenced by Leading
Publications and Researchers

Ready to Get Started?

Power Your AI With Reliable
Automotive Intelligence

From search to pricing to history: if it touches vehicle data, MarketCheck is behind it. Tell us what you are building and we will scope the data behind it.

Optional, only if you'd like a callback.