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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · August 31, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.1M new·2.7M used·Processed daily

Cited in Wall Street sell-side equity research, April 2026

Or explore the market

8,642 listings found

No Photo

2027 Ford E-Series Cutaway Base

Santa Clarita, CA

UnscoredInsufficient · 0
$47,280Mileage not verified

Santa Clarita, CA

No Photo

2027 Ford E-Series Cutaway Base

Buena Park, CA

UnscoredInsufficient · 4
$47,835Mileage not verified

Comparison: 4 similar vehicles

Buena Park, CA

No Photo

2027 Ford E-Series Cutaway Base

Roseville, CA

UnscoredInsufficient · 0
$48,350454 mi

Roseville, CA

No Photo

2027 Ford E-Series Cutaway Base

Carlsbad, CA

UnscoredInsufficient · 4
$48,565Mileage not verified

Comparison: 4 similar vehicles

Carlsbad, CA

No Photo

2027 Ford E-Series Cutaway Base

Carlsbad, CA

UnscoredInsufficient · 4
$48,565Mileage not verified

Comparison: 4 similar vehicles

Carlsbad, CA

No Photo

2027 Ford E-Series Cutaway Base

Roseville, CA

UnscoredInsufficient · 0
$48,620471 mi

Roseville, CA

No Photo

2027 Ford E-Series Cutaway Base

Los Angeles, CA

UnscoredLimited · 7
$49,285Mileage not verified

Comparison: 7 similar vehicles

Los Angeles, CA

No Photo

2027 Ford E-Series Cutaway Base

Roseville, CA

UnscoredInsufficient · 0
$49,285480 mi

Roseville, CA

No Photo

2027 Ford E-Series Cutaway Base

Corona, CA

Fair PriceLimited · 17
$49,745Mileage not verified

Market: $47,280$66,687

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Corona, CA

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Monrovia, CA

Great DealLimited · 10
$49,885Mileage not verified

Market: $50,880$61,670

Comparison: 10 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 30 days listed (based on current market benchmarks)

Monrovia, CA

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Monrovia, CA

Fair PriceLimited · 10
$50,880Mileage not verified

Market: $49,885$61,670

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Monrovia, CA

No Photo

2027 Ford Transit Van Base

San Juan Capistrano, CA

Fair PriceRobust · 70
$51,117Mileage not verified

Market: $51,117$57,610

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

San Juan Capistrano, CA

No Photo

2027 Ford Transit Van Base

Oxnard, CA

UnscoredInsufficient · 4
$51,117Mileage not verified

Comparison: 4 similar vehicles

Oxnard, CA

No Photo

2027 Ford Transit Van Base

Long Beach, CA

UnscoredInsufficient · 3
$51,117Mileage not verified

Comparison: 3 similar vehicles

Long Beach, CA

No Photo

2027 Ford Transit Van Base

San Juan Capistrano, CA

Fair PriceRobust · 70
$51,192Mileage not verified

Market: $51,117$57,610

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

San Juan Capistrano, CA

No Photo

2027 Ford Transit Van Base

Corona, CA

Fair PriceModerate · 20
$51,220Mileage not verified

Market: $51,220$68,710

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Corona, CA

No Photo

2027 Ford Transit Van Base

Corona, CA

Fair PriceModerate · 20
$51,220Mileage not verified

Market: $51,220$68,710

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Corona, CA

No Photo

2027 Ford Transit Van Base

Long Beach, CA

UnscoredInsufficient · 3
$51,232Mileage not verified

Comparison: 3 similar vehicles

Long Beach, CA

No Photo

2027 Ford Transit Van Base

Oxnard, CA

UnscoredInsufficient · 4
$51,232Mileage not verified

Comparison: 4 similar vehicles

Oxnard, CA

No Photo

2027 Ford Transit Van Base

Duarte, CA

UnscoredInsufficient · 4
$51,417Mileage not verified

Comparison: 4 similar vehicles

Duarte, CA

No Photo

2027 Ford Transit Van Base

Stockton, CA

UnscoredLimited · 6
$51,487Mileage not verified

Comparison: 6 similar vehicles

Stockton, CA

No Photo

2027 Ford Transit Van Base

Long Beach, CA

UnscoredInsufficient · 3
$51,552Mileage not verified

Comparison: 3 similar vehicles

Long Beach, CA

No Photo

2027 Ford Transit Van Base

Long Beach, CA

Fair PriceRobust · 210
$51,552Mileage not verified

Market: $51,117$68,710

Comparison: 210 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Long Beach, CA

No Photo

2027 Ford Transit Van Base

Long Beach, CA

Fair PriceRobust · 210
$51,552Mileage not verified

Market: $51,117$68,710

Comparison: 210 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Long Beach, CA

No Photo

2027 Ford Transit Van Base

Long Beach, CA

UnscoredInsufficient · 3
$51,552Mileage not verified

Comparison: 3 similar vehicles

Long Beach, CA

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Riverside, CA

UnscoredLimited · 7
$51,655Mileage not verified

Comparison: 7 similar vehicles

Riverside, CA

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Riverside, CA

UnscoredLimited · 7
$51,655Mileage not verified

Comparison: 7 similar vehicles

Riverside, CA

No Photo

2027 Ford Transit Van Base

San Juan Capistrano, CA

Fair PriceRobust · 70
$51,740Mileage not verified

Market: $51,117$57,610

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

San Juan Capistrano, CA

No Photo

2027 Ford Transit Van Base

Victorville, CA

Fair PriceRobust · 77
$51,740Mileage not verified

Market: $51,117$68,710

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Victorville, CA

No Photo

2027 Ford Transit Van Base

Costa Mesa, CA

UnscoredLimited · 5
$51,815Mileage not verified

Comparison: 5 similar vehicles

Costa Mesa, CA

No Photo

2027 Ford Transit Van Base

Costa Mesa, CA

UnscoredLimited · 5
$51,815Mileage not verified

Comparison: 5 similar vehicles

Costa Mesa, CA

No Photo

2027 Ford Transit Van Base

Costa Mesa, CA

UnscoredLimited · 5
$51,815Mileage not verified

Comparison: 5 similar vehicles

Costa Mesa, CA

No Photo

2027 Ford Transit Van Base

Buena Park, CA

Fair PriceLimited · 10
$51,850Mileage not verified

Market: $51,850$56,945

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Buena Park, CA

No Photo

2027 Ford Transit Van Base

Redlands, CA

UnscoredInsufficient · 4
$51,850Mileage not verified

Comparison: 4 similar vehicles

Redlands, CA

No Photo

2027 Ford Transit Van Base

San Juan Capistrano, CA

Fair PriceRobust · 70
$51,865Mileage not verified

Market: $51,117$57,610

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

San Juan Capistrano, CA

No Photo

2027 Ford Transit Van Base

San Juan Capistrano, CA

Fair PriceRobust · 70
$51,865Mileage not verified

Market: $51,117$57,610

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

San Juan Capistrano, CA

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Irvine, CA

Fair PriceRobust · 65
$51,945Mileage not verified

Market: $49,885$61,670

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Irvine, CA

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Irvine, CA

Fair PriceRobust · 65
$51,945Mileage not verified

Market: $49,885$61,670

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Irvine, CA

No Photo

2027 Ford Transit Van Base

Bakersfield, CA

UnscoredInsufficient · 3
$51,950Mileage not verified

Comparison: 3 similar vehicles

Bakersfield, CA

No Photo

2027 Ford E-Series Cutaway Base

San Francisco, CA

UnscoredLimited · 6
$52,048Mileage not verified

Comparison: 6 similar vehicles

San Francisco, CA

No Photo

2027 Ford Transit Van Base

San Diego, CA

UnscoredInsufficient · 3
$52,105Mileage not verified

Comparison: 3 similar vehicles

San Diego, CA

No Photo

2027 Ford Transit Van Base

Concord, CA

Fair PriceRobust · 71
$52,400Mileage not verified

Market: $51,487$69,552

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Concord, CA

No Photo

2027 RAM ProMaster Cargo Van Tradesman

Colma, CA

UnscoredInsufficient · 0
$52,420Mileage not verified

Colma, CA

No Photo

2027 Ford Transit Van Base

San Bernardino, CA

UnscoredInsufficient · 3
$52,480Mileage not verified

Comparison: 3 similar vehicles

San Bernardino, CA

No Photo

2027 Ford Transit Van Base

Elk Grove, CA

Fair PriceModerate · 22
$53,026Mileage not verified

Market: $52,651$53,026

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Elk Grove, CA

No Photo

2027 Ford Transit Van Base

Elk Grove, CA

Fair PriceModerate · 22
$53,026Mileage not verified

Market: $52,651$53,026

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Elk Grove, CA

No Photo

2027 Ford Transit Van Base

Elk Grove, CA

Fair PriceModerate · 22
$53,026Mileage not verified

Market: $52,651$53,026

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Elk Grove, CA

No Photo

2027 Ford Transit Van Base

Walnut Creek, CA

UnscoredInsufficient · 3
$53,040Mileage not verified

Comparison: 3 similar vehicles

Walnut Creek, CA

No Photo

2027 Ford Transit Van Base

Los Angeles, CA

UnscoredInsufficient · 4
$53,270Mileage not verified

Comparison: 4 similar vehicles

Los Angeles, CA

No Photo

2027 Ford Transit Van Base

San Diego, CA

UnscoredInsufficient · 3
$53,405Mileage not verified

Comparison: 3 similar vehicles

San Diego, CA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal adds a price below the comparable market range. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

OAV answers these questions

What are the best priced vehicles?
OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot velocity is shown as a separate demand signal, not a ranking input. Great Deal means priced below the comparable-range floor by a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
Which vehicles are priced below market?
Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are undervalued compared with comparable listings?
OAV's Price-to-Market analysis evaluates every eligible listing against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage used only as context that can withhold a verdict on extreme-mileage vehicles rather than adjust the comparable prices. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.

How OAV works

How does OAV rate vehicle deals?
OAV evaluates every eligible listing against similar vehicles currently available in the the supported comparable range. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
OAV's inventory standardization and Price-to-Market analysis is protected by U.S. Patent No. 12,236,477. The technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

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