Full-SpectrumInventoryDataforAutomotiveAI
Richer Data. Smarter AI. Greater Trust.
Give your automotive AI the vehicle expertise to deliver more complete, accurate, and actionable answers. Bring any dealer live in minutes via API.
The Inventory Intelligence layer powering modern auto retail
Shoppers don't trust dealer AI.
Car shoppers want fast answers from dealer AI — and the details to make informed decisions. When AI can't answer a question, takes too long, or gives an answer that doesn't match the dealer website, shoppers lose trust in the conversation.
Missing answers
Why? AI lacks the deep inventory data it needs to fully understand the car, the deal, its history, its benefits, and its status.
Inaccurate & inconsistent answers
Why? AI lacks complete website data — leading to answers that don't match what shoppers can easily see and verify online.
Long wait times
Why? AI has to search fragmented data sources for information that should be instantly accessible and AI-ready.
Shopper confidence
Shopper confidence grows when AI answers match what they see on the dealer website.
Firmly grounded
Autosnap's Full-Spectrum Inventory Data is firmly grounded in the dealer website.
We keep your AI agents aligned with the dealer's live inventory — giving shoppers more reason to trust AI.
Matches on
Trust starts with the dealer website.
The dealer website is the public source of truth — what's available, how each vehicle is configured, how it's priced. When AI conflicts with that, shoppers lose confidence and dealers lose sales.
Better data fixes everything.
Autosnap gives your AI a deeper understanding of the car, the deal, its history, its benefits, and its status.
Answer more shopper questions.
Provide more complete and accurate answers.
Compare vehicles and suggest alternatives.
Make more personalized recommendations.
Guide shoppers through the best next steps.
With a deeper understanding of every vehicle, AI can guide shoppers further through the buying process.
Full-Spectrum data closes more deals.
Traditional inventory data describes the vehicle. It can't answer the questions that close the sale. Full-Spectrum Inventory Data gives AI the pricing, history, merchandising, benefits, and live status — so it can answer more of the questions shoppers actually ask.
The old way
Traditional Inventory Data
The basic vehicle record.
- VIN
- Year / Make / Model / Trim
- Mileage
- Asking Price
- Features & Equipment
- Vehicle Photos
That's it. That's the whole record.
The Car
Configuration, equipment, packages, photos, documents, and dealer merchandising.
e.g., Panoramic sunroof, Toyota Safety Sense 3.0, 24 photos of this exact VIN — not stock imagery.
The Deal
Pricing, discounts, incentives, rebates, and dealer offers.
e.g., $47,995 MSRP with $2,500 loyalty rebate, $500 military discount, $699 doc fee — matches the website.
The History
Vehicle history, recalls, safety information, and CPO documentation.
e.g., 1-owner Carfax, zero open recalls, CPO certification through 100,000 miles — documents attached.
The Benefits
How vehicle features translate into benefits that matter to shoppers.
e.g., "Adaptive cruise" mapped to "maintains distance in stop-and-go traffic" — so AI can answer "is this good for a commute?"
The Status
Current availability, listing status, and alignment with the dealer website.
e.g., Marked available, last observed on the dealer's site 4 minutes ago — not a 24-hour feed lag.
The difference is breadth and depth — extending the basic vehicle record with the information AI needs to answer more real-world shopping questions.
From dealer URL to intelligence in minutes.
No complex integrations. No 30-day onboarding.
Ingest
You pass us a dealer's website URL. Autosnap's Origin layer instantly extracts inventory, deep price breakdowns, photos, and merchandising context.
Enrich & Vectorize
Our Vault structures the raw data, matches it with 3rd-party vehicle intelligence (NHTSA, CarFax, OEM specs), and generates 1,536-dimension vectors.
Activate
Ingest structured JSON directly into your CRM and digital retailing platforms, or let your AI query the data instantly via our Cortex MCP/REST endpoints.
Here's what your AI actually gets back
{
"vin": "1FMSK8DH6PGA••••••",
"status": "available",
"last_observed": "4 minutes ago",
"pricing": {
"msrp": 47995,
"otd_price": 48750,
"incentives": [
{ "type": "loyalty", "amount": 2500 },
{ "type": "military", "amount": 500 }
]
},
"history": {
"carfax_owners": 1,
"open_recalls": 0,
"cpo_certified": true
},
"documents": ["carfax", "ipacket", "window_sticker"],
"photos": 12
}Ready to see it?
Point us at one of your dealers.
You're evaluating for your platform
See it in action.
Point us at one of your dealers. We'll show your AI answering shopper questions with Autosnap underneath — vs. what it does today. 20 minutes.
Book a demo with our teamBuild more. Pay less. Scale smart.
Start free with 500 API requests per month. Scale to pay-as-you-go when you need more.
Developer
For builders exploring the platform
- 500 API requests/month
- Origin API access
- Vault (limited storage)
- Cortex semantic search
- Community docs
GrowthPopular
For companies scaling automotive AI products
Everything in Free +
- Up to 5,000 requests/month
- Higher rate limits
- All Cortex plugins
- Forge agent builder
- Priority support
- Production-ready SLAs
Enterprise
For enterprise groups and strategic partners
Everything in Growth +
- Dedicated infrastructure
- Custom SLAs
- White-label options
- Direct engineering support
- Volume pricing
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 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 vendor 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.
Ultimately, Autosnap AI provides the essential infrastructure that enables platforms to deliver smarter recommendations, greater shopper confidence, and more trusted automotive experiences.
— The Autosnap AI Team