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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 6, 2026

7.1M+

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

12,321 listings found

2010 Mazda MAZDA3 i Sport

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

2010 Mazda MAZDA3 i Sport

San Diego, CA

Unscored
$3,098159,576 mi

Comparison: 9 similar vehicles

San Diego, CA

2008 Chevrolet Aveo LS

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

2008 Chevrolet Aveo LS

San Diego, CA

UnscoredInsufficient · 0
$3,900110,269 mi

San Diego, CA

2006 Ford Expedition XLT

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

2006 Ford Expedition XLT

San Diego, CA

UnscoredInsufficient · 0
$3,900157,538 mi

San Diego, CA

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

San Diego, CA

UnscoredInsufficient · 3
$3,950Mileage not verified

Comparison: 3 similar vehicles

San Diego, CA

2012 Kia Optima SX

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

2012 Kia Optima SX

San Diego, CA

Unscored
$3,950149,667 mi

Comparison: 12 similar vehicles

San Diego, CA

2012 Volkswagen Tiguan S

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

2012 Volkswagen Tiguan S

San Diego, CA

Unscored
$3,950Mileage not verified

Comparison: 9 similar vehicles

San Diego, CA

2002 Subaru Forester S

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

2002 Subaru Forester S

San Diego, CA

UnscoredInsufficient · 0
$3,995165,591 mi

San Diego, CA

1997 Honda Odyssey LX

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

1997 Honda Odyssey LX

San Diego, CA

UnscoredInsufficient · 0
$3,995153,000 mi

San Diego, CA

2013 Buick Verano 1SG

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

2013 Buick Verano 1SG

San Diego, CA

UnscoredInsufficient · 0
$3,999125,000 mi

San Diego, CA

2002 Nissan Sentra GXE

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

2002 Nissan Sentra GXE

San Diego, CA

UnscoredInsufficient · 0
$3,999106,065 mi

San Diego, CA

2012 Ford Flex SE

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

2012 Ford Flex SE

San Diego, CA

UnscoredInsufficient · 0
$4,000205,760 mi

San Diego, CA

2015 Ford Escape SE

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

2015 Ford Escape SE

San Diego, CA

UnscoredInsufficient · 3
$4,150Mileage not verified

Comparison: 3 similar vehicles

San Diego, CA

2007 Scion tC Base

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

2007 Scion tC Base

San Diego, CA

UnscoredInsufficient · 0
$4,200167,000 mi

San Diego, CA

2005 Chrysler PT Cruiser LIMITED

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

2005 Chrysler PT Cruiser LIMITED

San Diego, CA

UnscoredInsufficient · 0
$4,295128,694 mi

San Diego, CA

2007 Honda Civic LX

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

2007 Honda Civic LX

San Diego, CA

Unscored
$4,335214,367 mi

Comparison: 7 similar vehicles

San Diego, CA

2014 Chevrolet Traverse LS

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

2014 Chevrolet Traverse LS

San Diego, CA

UnscoredInsufficient · 0
$4,400146,250 mi

San Diego, CA

2011 Nissan Altima S

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

2011 Nissan Altima S

San Diego, CA

Unscored
$4,495125,737 mi

Comparison: 6 similar vehicles

San Diego, CA

2010 Honda Insight LX

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

2010 Honda Insight LX

San Diego, CA

Salvage title
$4,495129,000 mi

San Diego, CA

2010 Mazda MAZDA3 i Sport

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

2010 Mazda MAZDA3 i Sport

San Diego, CA

Unscored
$4,495192,020 mi

Comparison: 9 similar vehicles

San Diego, CA

2009 Volkswagen Eos Komfort

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

2009 Volkswagen Eos Komfort

San Diego, CA

UnscoredInsufficient · 0
$4,495107,000 mi

San Diego, CA

2015 Nissan Altima S

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

2015 Nissan Altima S

San Diego, CA

UnscoredInsufficient · 3
$4,499188,102 mi

Comparison: 3 similar vehicles

San Diego, CA

2005 Audi A4 Base

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

2005 Audi A4 Base

San Diego, CA

UnscoredInsufficient · 0
$4,49998,029 mi

San Diego, CA

2015 Kia Soul +

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

2015 Kia Soul +

San Diego, CA

Unscored
$4,500128,433 mi

Comparison: 10 similar vehicles

San Diego, CA

2010 Volkswagen CC Sport

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

2010 Volkswagen CC Sport

San Diego, CA

UnscoredInsufficient · 0
$4,500114,452 mi

San Diego, CA

2008 INFINITI FX 35

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

2008 INFINITI FX 35

San Diego, CA

Salvage title
$4,500163,102 mi

San Diego, CA

2008 BMW X3 3.0si

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

2008 BMW X3 3.0si

San Diego, CA

UnscoredInsufficient · 3
$4,500115,534 mi

Comparison: 3 similar vehicles

San Diego, CA

2008 MINI Cooper S

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

2008 MINI Cooper S

San Diego, CA

Unscored
$4,50090,600 mi

Comparison: 6 similar vehicles

San Diego, CA

2015 Volkswagen Passat S

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

2015 Volkswagen Passat S

San Diego, CA

UnscoredInsufficient · 0
$4,599121,000 mi

San Diego, CA

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

San Diego, CA

Unscored
$4,650139,800 mi

Comparison: 5 similar vehicles

San Diego, CA

2014 Nissan JUKE SV

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

2014 Nissan JUKE SV

San Diego, CA

UnscoredInsufficient · 3
$4,750106,505 mi

Comparison: 3 similar vehicles

San Diego, CA

2008 Volkswagen Jetta S

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

2008 Volkswagen Jetta S

San Diego, CA

UnscoredInsufficient · 0
$4,750124,307 mi

San Diego, CA

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

San Diego, CA

UnscoredInsufficient · 0
$4,800107,662 mi

San Diego, CA

2014 Mercedes-Benz C-Class C250 Luxury

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

2014 Mercedes-Benz C-Class C250 Luxury

San Diego, CA

Unscored
$4,850Mileage not verified

Comparison: 7 similar vehicles

San Diego, CA

2012 Hyundai Veracruz Limited

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

2012 Hyundai Veracruz Limited

San Diego, CA

UnscoredInsufficient · 0
$4,895222,444 mi

San Diego, CA

2017 Toyota Mirai

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

2017 Toyota Mirai

San Diego, CA

UnscoredInsufficient · 4
$4,90090,801 mi

Comparison: 4 similar vehicles

San Diego, CA

2009 Hyundai Tucson GLS

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

2009 Hyundai Tucson GLS

San Diego, CA

UnscoredInsufficient · 0
$4,900146,600 mi

San Diego, CA

2008 Chrysler Pacifica Touring

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

2008 Chrysler Pacifica Touring

San Diego, CA

UnscoredInsufficient · 0
$4,900137,700 mi

San Diego, 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

San Diego, CA

UnscoredInsufficient · 0
$4,900200,000 mi

San Diego, CA

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

San Diego, CA

UnscoredInsufficient · 0
$4,950124,600 mi

San Diego, CA

2013 Ford Fusion SE Hybrid

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

2013 Ford Fusion SE Hybrid

San Diego, CA

UnscoredInsufficient · 3
$4,950101,797 mi

Comparison: 3 similar vehicles

San Diego, CA

2011 Kia Optima LX

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

2011 Kia Optima LX

San Diego, CA

UnscoredInsufficient · 3
$4,975170,762 mi

Comparison: 3 similar vehicles

San Diego, CA

2018 Toyota Mirai

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

2018 Toyota Mirai

San Diego, CA

Unscored
$4,99062,611 mi

Comparison: 7 similar vehicles

San Diego, CA

2013 Kia Rio 5-Door EX

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

2013 Kia Rio 5-Door EX

San Diego, CA

UnscoredInsufficient · 0
$4,990119,836 mi

San Diego, CA

2010 Ford Fusion Hybrid

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

2010 Ford Fusion Hybrid

San Diego, CA

UnscoredInsufficient · 0
$4,990123,526 mi

San Diego, CA

2014 Nissan Maxima SV

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

2014 Nissan Maxima SV

San Diego, CA

UnscoredInsufficient · 3
$4,995114,000 mi

Comparison: 3 similar vehicles

San Diego, CA

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

San Diego, CA

UnscoredInsufficient · 0
$4,995136,000 mi

San Diego, CA

2011 Honda Odyssey EX

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

2011 Honda Odyssey EX

San Diego, CA

UnscoredInsufficient · 4
$4,995191,000 mi

Comparison: 4 similar vehicles

San Diego, CA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

San Diego, CA

UnscoredInsufficient · 0
$4,995104,000 mi

San Diego, CA

2009 Scion xD Base

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

2009 Scion xD Base

San Diego, CA

UnscoredInsufficient · 0
$4,995230,000 mi

San Diego, CA

2007 Honda Accord 3.0 EX

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

2007 Honda Accord 3.0 EX

San Diego, CA

UnscoredInsufficient · 4
$4,995150,495 mi

Comparison: 4 similar vehicles

San Diego, 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 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 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 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.

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 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 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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