Autosnap AI
THE AGENTIC DATA LAYER FOR AUTOMOTIVE INTELLIGENCE

IntelligentAutomotiveAIStarts Here.

Extract, enrich, and activate dealer inventory data at scale — powering the next generation of automotive AI products, agents, and experiences.

Origin — Live extraction

$ origin extract --url

https://johnsonauto.com/inventory

VIN

1HGCV1F34PA0...

Year

2025

Make

Honda

Model

Civic

Price

$28,450

Mileage

12 mi

347 records extracted — 2.4s
Thesis

The architecture beneath automotive AI

Automotive data is fragmented, unstructured, and constantly changing. We built a vertically integrated intelligence platform — four distinct layers, each engineered to solve a specific problem, all designed to work together as a single system.

Data Architecture

Origin extracts it.Vault stores it.Cortex thinks with it.Forge builds on it.

What would automotive data infrastructure look like if it were built today, for AI, by people who understand both? The answer is Autosnap AI.

Explore the Platform

API-first, developer-ready

Every product is API-accessible, every endpoint is documented, and every response is clean JSON. No sales call required to start building.

Plan, search

Vertically integrated intelligence

Four distinct layers, each solving a specific problem. From raw ingestion to autonomous agents — all designed as a single, cohesive system.

Intelligently Designed

Four layers. One intelligence platform.

From raw extraction to autonomous agents — every layer of the Autosnap AI stack is purpose-built for automotive data at scale. Each layer compounds the value of the one beneath it.

Data & Storage Solutions

1. Autosnap Origin
Where intelligence begins

Origin pulls live inventory, pricing, and vehicle data from dealer websites and listing platforms — continuously and at scale. Every record is validated and cross-referenced for accuracy before it enters the pipeline. Raw data in, clean structured output out.

$curl -X GET "https://api.autosnap.cloud/v1/origin/inventory" \
-H "Authorization: Bearer as_live_•••••••••" \
-H "Content-Type: application/json" \
-d '{"dealer_url": "https://example-dealer.com"}'
→ Connecting to Origin...
→ Extracting inventory: 100% (347 vehicles)
→ Enriching & normalizing data...
✓ 347 vehicles processed in 2.4s

Origin — The fastest path from URL to data

One URL in. Complete inventory out. Origin crawls, parses, and structures vehicle data from any dealer website — make, model, year, trim, price, mileage, VIN, photos, and more. No feed setup. Dealer friction eliminated.

2. Autosnap Vault
Data becomes intelligent memory

Vault stores every record Origin extracts as a high-dimensional vector — normalized, deduplicated, and indexed for semantic search. Not a database. A knowledge layer that gets smarter with every crawl.

Vault — Vector storage
0/4 vectors
Vector IDVehicleSimilarityDims
vec_0x8f2a2025 Honda Civic EX1.0001,536
vec_0x3d1b2025 Honda Civic Sport0.9471,536
vec_0xa7c42024 Toyota Corolla SE0.8911,536
vec_0xf1e92025 Hyundai Elantra N0.8341,536

Cluster stats

1.2Mrecords
1,536dimensions
<8msp99 latency
99.97%uptime

Vault — Structured, searchable, always current

Data is normalized, deduplicated, and ready for semantic search. Vault keeps your data fresh and queryable without manual indexing or ETL pipelines.

Applied Intelligence & Agentic Solutions

3. Autosnap Cortex
Intelligence on demand

Cortex stacks intelligent tools atop inventory data via a single MCP layer — semantic search, condition info, and price intelligence. Any AI agent or application can query your data like it understands cars.

Search inventory, enrich data

Cortex — AI-native access to automotive data

Connect intelligent tools with inventory data so AI agents can take action. Cortex is the intelligence layer that makes your data useful to machines.

4. Autosnap Forge
Where intelligence becomes action

Forge turns intelligence into action with autonomous agents — pricing optimizers, lead responders, inventory managers. Agents that operate inside dealerships 24/7 without human intervention.

forge — agent runtime
0/4 active

Forge — From intelligence to autonomous action

Deploy agents that price inventory, respond to leads, and manage stock autonomously. Integrate data sources in seconds — every dealership runs different systems and tool combinations, and Forge makes it easy to configure per-rooftop.

Full Stack Intelligence

Purpose-built solutions for every layer of the pipeline.

From raw extraction to autonomous agents — Origin, Vault, Cortex, and Forge each solve a distinct problem in the automotive data pipeline.

Plug-ins & Integrations

Cortex Plug-ins

Autosnap plug-ins add specialized intelligence on top of the core stack. Partner integrations bring third-party data directly into your pipeline.

Helix

Personalization

Connect any CRM for fingerprint-level semantic customer personalization.

Retina

Merchandising

Shopper-personalized visual media merchandising.

Prism

Advertising

Dynamic ad content powered by real-time inventory data.

Pulse

Pricing

Autosnap pricing intelligence and market analytics.

Radix

Sourcing

Source cars the right way with data-driven acquisition.

Tensor

Operations

Connect your DMS/IMS for operational intelligence.

Flux

Service

Service department intelligence and workflow automation.

Axiom

Generative UI

Generative UI components for AI Chat.

Origin Integrations

Connect any system in seconds for a smarter Origin core.

vAuto ProvisionInventory
VINCueInventory
VINSolutionsCRM
vAuto ConquestSourcing
AccuTradeAppraisal
DealerCentricCRM

Cortex Partner Marketplace

Third-party data providers that plug directly into your Autosnap pipeline as Cortex MCP tools.

VINCuePricing
KBBPricing
CarFaxVehicle Condition Reports
EdmundsMarket Intelligence
iPacketVehicle Documents

Build on Autosnap

Launch a plug-in on our marketplace and reach every dealership on the platform.

DOCUMENTATION

Build something. Right now.

Get a free API key and make your first request in under sixty seconds. Full reference documentation, example integrations, and SDKs for every layer of the platform.

We built Autosnap AI for developers first. Every product is API-accessible, every endpoint is documented, and every response is clean JSON. No sales call required to start building.

Get Free API KeyRead the Docs
Request
POST /origin/inventory
{
  "dealership_url": "www.example-dealership.com",
  "as_api_key": "as_live_xxxxxxxxxxxxxxxxxxxxx"
}
Response — 200 OK
{
  "success": true,
  "count": 147,
  "vehicles": [ ... ]
}

MANIFESTO

We didn't set out to build another vendor tool.

The automotive industry runs on data that is fragmented, inconsistent, and trapped inside systems that were never designed for the age of AI.

Dealer management systems built in the early 2000s still control the flow of inventory. Data providers charge enterprise fees for stale feeds delivered on 24-hour cycles. And the companies building the next generation of automotive AI — the chatbots, the pricing engines, the personalization platforms — are forced to solve the same foundational data problems over and over again, burning engineering cycles on infrastructure instead of innovation.

We believe that is fundamentally broken.

Autosnap AI exists because we believe the future of automotive technology depends on a shared intelligence layer — a single, open, API-first platform that solves the hardest data problems once, at the infrastructure level, so that every builder in the ecosystem can move faster.

We built Origin because no one should have to negotiate a DMS integration to access inventory data that is already public on the internet. We built Vault because every company maintaining their own vector database and embedding pipeline is wasting time solving a problem that should be solved at the platform level. We built Cortex because AI applications deserve a real intelligence layer — not a raw database and a prayer. And we built Forge because the agents are coming whether the industry is ready or not, and they deserve to be built on a foundation that actually understands automotive.

This is not a dealership tool. This is not a chatbot. This is the infrastructure beneath all of it.

We're building the operating system for automotive intelligence, and we're just getting started.

— The Autosnap AI Team

Build more. Pay less. Scale smart.

Start free with 500 API requests per month. Scale to pay-as-you-go when you need more.

Developer

Free/month

For builders exploring the platform

Get Free API Key
  • 500 API requests/month
  • Origin API access
  • Vault (limited storage)
  • Cortex semantic search
  • Community docs

GrowthPopular

$999/month

For companies scaling automotive AI products

Get Started

Everything in Free +

  • Up to 5,000 requests/month
  • Higher rate limits
  • All Cortex plugins
  • Forge agent builder
  • Priority support
  • Production-ready SLAs

Enterprise

Custom/month

For enterprise groups and strategic partners

Contact Sales

Everything in Growth +

  • Dedicated infrastructure
  • Custom SLAs
  • White-label options
  • Direct engineering support
  • Volume pricing

Frequently Asked Questions

Common questions about the Autosnap AI platform. If you need more details, check our documentation or reach out directly.

The infrastructure beneath automotive intelligence.

Start building with a free API key. Full platform access. No sales call required.

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