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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. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,146 listings found

2007 Saab 9-5 Aero

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Saab 9-5 Aero

Vallejo, CA

UnscoredInsufficient · 0
$3,560165,192 mi

Vallejo, CA

2012 Hyundai Veloster Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Hyundai Veloster Base

Vallejo, CA

UnscoredInsufficient · 4
$4,995155,550 mi

Comparison: 4 similar vehicles

Vallejo, CA

2002 Mitsubishi Eclipse GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Mitsubishi Eclipse GT

Vallejo, CA

UnscoredInsufficient · 0
$4,995139,934 mi

Vallejo, CA

2008 Nissan Sentra 2.0 SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Nissan Sentra 2.0 SL

Vallejo, CA

UnscoredInsufficient · 0
$5,400166,725 mi

Vallejo, CA

2011 Cadillac SRX Luxury Collection

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Cadillac SRX Luxury Collection

Vallejo, CA

UnscoredInsufficient · 4
$5,560200,352 mi

Comparison: 4 similar vehicles

Vallejo, CA

2009 smart fortwo pure

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 smart fortwo pure

Vallejo, CA

UnscoredInsufficient · 0
$5,64074,719 mi

Vallejo, CA

2007 Acura TL Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Acura TL Base

Vallejo, CA

UnscoredInsufficient · 0
$5,688224,333 mi

Vallejo, CA

2015 Dodge Dart SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Dodge Dart SE

Vallejo, CA

UnscoredInsufficient · 0
$5,885161,561 mi

Vallejo, CA

2006 Lexus ES 330

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Lexus ES 330

Vallejo, CA

Unscored
$5,925174,835 mi

Comparison: 6 similar vehicles

Vallejo, CA

2014 Hyundai Elantra Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Hyundai Elantra Limited

Vallejo, CA

UnscoredInsufficient · 3
$5,995152,147 mi

Comparison: 3 similar vehicles

Vallejo, CA

2006 Lexus ES 330

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Lexus ES 330

Vallejo, CA

Unscored
$5,995203,389 mi

Comparison: 6 similar vehicles

Vallejo, CA

2007 Toyota Camry Hybrid

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Toyota Camry Hybrid

Vallejo, CA

UnscoredInsufficient · 3
$5,999102,000 mi

Comparison: 3 similar vehicles

Vallejo, CA

2003 GMC Yukon SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 GMC Yukon SLE

Vallejo, CA

UnscoredInsufficient · 0
$6,200227,006 mi

Vallejo, CA

2008 Toyota Prius Standard

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Toyota Prius Standard

Vallejo, CA

Unscored
$6,500139,000 mi

Comparison: 9 similar vehicles

Vallejo, CA

2007 Lexus RX 350

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Lexus RX 350

Vallejo, CA

UnscoredInsufficient · 4
$6,500219,468 mi

Comparison: 4 similar vehicles

Vallejo, CA

2017 Chrysler 200 Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chrysler 200 Limited

Vallejo, CA

UnscoredInsufficient · 0
$6,573169,293 mi

Vallejo, CA

2013 Volkswagen CC Luxury

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Volkswagen CC Luxury

Vallejo, CA

UnscoredInsufficient · 0
$6,573118,787 mi

Vallejo, CA

2008 Mazda MAZDA3 i Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Mazda MAZDA3 i Sport

Vallejo, CA

UnscoredInsufficient · 0
$6,573130,250 mi

Vallejo, CA

2013 Ford Focus SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Focus SE

Vallejo, CA

Unscored
$6,599133,997 mi

Comparison: 13 similar vehicles

Vallejo, CA

2014 Hyundai Sonata GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Hyundai Sonata GLS

Vallejo, CA

UnscoredInsufficient · 4
$6,862140,260 mi

Comparison: 4 similar vehicles

Vallejo, CA

2009 Mercedes-Benz M-Class ML320

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Mercedes-Benz M-Class ML320

Vallejo, CA

UnscoredInsufficient · 0
$6,865152,695 mi

Vallejo, CA

2007 GMC Yukon

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 GMC Yukon

Vallejo, CA

UnscoredInsufficient · 0
$6,888170,931 mi

Vallejo, CA

2002 Lexus RX 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Lexus RX 300

Vallejo, CA

Unscored
$6,888127,103 mi

Comparison: 6 similar vehicles

Vallejo, CA

2012 Kia Sorento LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Kia Sorento LX

Vallejo, CA

UnscoredInsufficient · 3
$6,925131,253 mi

Comparison: 3 similar vehicles

Vallejo, CA

2011 Mercedes-Benz C-Class C300 Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Mercedes-Benz C-Class C300 Sport

Vallejo, CA

Unscored
$6,965134,987 mi

Comparison: 9 similar vehicles

Vallejo, CA

2007 Ford F-150 XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford F-150 XL

Vallejo, CA

UnscoredInsufficient · 4
$6,965145,382 mi

Comparison: 4 similar vehicles

Vallejo, CA

2016 FIAT 500X Trekking Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 FIAT 500X Trekking Plus

Vallejo, CA

UnscoredInsufficient · 0
$6,995127,680 mi

Vallejo, CA

2011 Honda Odyssey LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Honda Odyssey LX

Vallejo, CA

UnscoredInsufficient · 0
$6,995140,869 mi

Vallejo, CA

2017 Kia Soul Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Kia Soul Base

Vallejo, CA

Unscored
$7,060120,223 mi

Comparison: 8 similar vehicles

Vallejo, CA

2014 Dodge Dart SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Dodge Dart SE

Vallejo, CA

UnscoredInsufficient · 0
$7,08084,027 mi

Vallejo, CA

2011 Hyundai Elantra GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Hyundai Elantra GLS

Vallejo, CA

Unscored
$7,08093,183 mi

Comparison: 5 similar vehicles

Vallejo, CA

2013 Hyundai Santa Fe Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Hyundai Santa Fe Limited

Vallejo, CA

UnscoredInsufficient · 0
$7,460154,348 mi

Vallejo, CA

2017 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Escape SE

Vallejo, CA

Unscored
$7,488151,435 mi

Comparison: 10 similar vehicles

Vallejo, CA

2008 Honda Element SC

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Honda Element SC

Vallejo, CA

UnscoredInsufficient · 0
$7,499207,262 mi

Vallejo, CA

2013 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Corolla LE

Vallejo, CA

Unscored
$7,500152,000 mi

Comparison: 5 similar vehicles

Vallejo, CA

2008 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Ford Edge SEL

Vallejo, CA

Unscored
$7,500145,667 mi

Comparison: 5 similar vehicles

Vallejo, CA

2006 INFINITI FX 35

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 INFINITI FX 35

Vallejo, CA

UnscoredInsufficient · 3
$7,500135,346 mi

Comparison: 3 similar vehicles

Vallejo, CA

2004 Chrysler PT Cruiser LIMITED

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Chrysler PT Cruiser LIMITED

Vallejo, CA

UnscoredInsufficient · 0
$7,52985,379 mi

Vallejo, CA

2013 Chevrolet Equinox 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Equinox 1LT

Vallejo, CA

UnscoredInsufficient · 3
$7,695127,610 mi

Comparison: 3 similar vehicles

Vallejo, CA

2004 Toyota Camry Solara SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Toyota Camry Solara SLE

Vallejo, CA

UnscoredInsufficient · 0
$7,700136,784 mi

Vallejo, CA

2014 Chevrolet Cruze LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Cruze LS

Vallejo, CA

Unscored
$7,751113,050 mi

Comparison: 8 similar vehicles

Vallejo, CA

2015 Chevrolet Cruze 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Cruze 1LT

Vallejo, CA

Unscored
$7,859120,924 mi

Comparison: 5 similar vehicles

Vallejo, CA

2011 Land Rover Range Rover Sport HSE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Land Rover Range Rover Sport HSE

Vallejo, CA

UnscoredInsufficient · 4
$7,888167,812 mi

Comparison: 4 similar vehicles

Vallejo, CA

2004 Ford F-150 XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Ford F-150 XLT

Vallejo, CA

UnscoredInsufficient · 0
$7,888189,773 mi

Vallejo, CA

2013 Subaru Impreza 2.0I Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Subaru Impreza 2.0I Limited

Vallejo, CA

Unscored
$7,900132,082 mi

Comparison: 5 similar vehicles

Vallejo, CA

2011 Hyundai Tucson Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Hyundai Tucson Limited

Vallejo, CA

UnscoredInsufficient · 0
$7,90099,797 mi

Vallejo, CA

2014 Volkswagen Jetta SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Volkswagen Jetta SE

Vallejo, CA

UnscoredInsufficient · 4
$7,973154,016 mi

Comparison: 4 similar vehicles

Vallejo, CA

2010 Toyota Camry LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Toyota Camry LE

Vallejo, CA

Fair PriceLimited · 12
$7,99090,000 mi

Market: $4,998 – $13,022

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Vallejo, CA

2017 Hyundai Elantra Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Hyundai Elantra Limited

Vallejo, CA

Unscored
$7,995157,475 mi

Comparison: 9 similar vehicles

Vallejo, CA

2015 FIAT 500 Pop

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 FIAT 500 Pop

Vallejo, CA

UnscoredInsufficient · 0
$7,99859,473 mi

Vallejo, CA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical time on market, 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.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

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

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as 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. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
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 route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization 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.

Related questions

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