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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 5, 2026

6.8M+

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

4,900 listings found

2013 Volkswagen Jetta SportWagen SE

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

2013 Volkswagen Jetta SportWagen SE

Costa Mesa, CA

UnscoredInsufficient · 0
$2,950198,331 mi

Costa Mesa, CA

1994 Chevrolet GMT400

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

1994 Chevrolet GMT400

Costa Mesa, CA

UnscoredInsufficient · 0
$3,000160,000 mi

Costa Mesa, CA

2007 Honda Accord SE

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

2007 Honda Accord SE

Costa Mesa, CA

Unscored
$3,500193,000 mi

Comparison: 6 similar vehicles

Costa Mesa, CA

1997 Ford Ranger XL

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

1997 Ford Ranger XL

Costa Mesa, CA

UnscoredInsufficient · 0
$3,800Mileage not verified

Costa Mesa, CA

2001 Nissan Altima GXE

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

2001 Nissan Altima GXE

Costa Mesa, CA

UnscoredInsufficient · 0
$3,87172,000 mi

Costa Mesa, CA

2006 Toyota Prius Base

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

2006 Toyota Prius Base

Costa Mesa, CA

UnscoredInsufficient · 0
$3,900243,780 mi

Costa Mesa, CA

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Costa Mesa, CA

UnscoredInsufficient · 0
$3,950190,328 mi

Costa Mesa, CA

2007 Hyundai Elantra SE

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

2007 Hyundai Elantra SE

Costa Mesa, CA

UnscoredInsufficient · 0
$3,950149,798 mi

Costa Mesa, CA

2006 Dodge Caravan SE

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

2006 Dodge Caravan SE

Costa Mesa, CA

UnscoredInsufficient · 0
$3,95084,585 mi

Costa Mesa, CA

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Costa Mesa, CA

Unscored
$4,000188,000 mi

Comparison: 9 similar vehicles

Costa Mesa, CA

2008 Ford Focus SES

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

2008 Ford Focus SES

Costa Mesa, CA

UnscoredInsufficient · 0
$4,250111,087 mi

Costa Mesa, CA

2008 Mazda MAZDA3 i Touring

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

2008 Mazda MAZDA3 i Touring

Costa Mesa, CA

Unscored
$4,500129,000 mi

Comparison: 5 similar vehicles

Costa Mesa, CA

2005 Ford Econoline Van Commercial

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

2005 Ford Econoline Van Commercial

Costa Mesa, CA

UnscoredInsufficient · 0
$4,500220,000 mi

Costa Mesa, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Costa Mesa, CA

Unscored
$4,650155,807 mi

Comparison: 6 similar vehicles

Costa Mesa, CA

2012 Ford Focus SE

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

2012 Ford Focus SE

Costa Mesa, CA

Unscored
$4,650117,894 mi

Comparison: 8 similar vehicles

Costa Mesa, CA

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Costa Mesa, CA

UnscoredInsufficient · 4
$4,800162,082 mi

Comparison: 4 similar vehicles

Costa Mesa, CA

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Costa Mesa, CA

UnscoredInsufficient · 3
$4,800205,701 mi

Comparison: 3 similar vehicles

Costa Mesa, CA

2011 Hyundai Veracruz GLS

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

2011 Hyundai Veracruz GLS

Costa Mesa, CA

UnscoredInsufficient · 0
$4,800178,373 mi

Costa Mesa, CA

2010 Ford Expedition XLT

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

2010 Ford Expedition XLT

Costa Mesa, CA

UnscoredInsufficient · 0
$4,800133,000 mi

Costa Mesa, CA

2007 Chrysler Sebring Limited

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

2007 Chrysler Sebring Limited

Costa Mesa, CA

UnscoredInsufficient · 0
$4,80061,880 mi

Costa Mesa, CA

2001 Ford F-250 Super Duty XL

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

2001 Ford F-250 Super Duty XL

Costa Mesa, CA

UnscoredInsufficient · 0
$4,800Mileage not verified

Costa Mesa, CA

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Costa Mesa, CA

UnscoredInsufficient · 0
$4,850189,435 mi

Costa Mesa, CA

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Costa Mesa, CA

UnscoredInsufficient · 0
$4,850150,848 mi

Costa Mesa, CA

2008 Honda Fit Sport

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

2008 Honda Fit Sport

Costa Mesa, CA

UnscoredInsufficient · 0
$4,900166,730 mi

Costa Mesa, CA

2008 Mazda MAZDA3 i Touring

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

2008 Mazda MAZDA3 i Touring

Costa Mesa, CA

Unscored
$4,900102,895 mi

Comparison: 5 similar vehicles

Costa Mesa, CA

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Costa Mesa, CA

Unscored
$4,950125,801 mi

Comparison: 10 similar vehicles

Costa Mesa, CA

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Costa Mesa, CA

Unscored
$4,950108,661 mi

Comparison: 5 similar vehicles

Costa Mesa, CA

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Costa Mesa, CA

Unscored
$4,950134,043 mi

Comparison: 5 similar vehicles

Costa Mesa, CA

2009 Subaru Outback 2.5i

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

2009 Subaru Outback 2.5i

Costa Mesa, CA

UnscoredInsufficient · 0
$4,950147,703 mi

Costa Mesa, CA

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Costa Mesa, CA

Unscored
$4,950206,210 mi

Comparison: 7 similar vehicles

Costa Mesa, CA

2015 Kia Rio LX

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

2015 Kia Rio LX

Costa Mesa, CA

UnscoredInsufficient · 0
$4,999Mileage not verified

Costa Mesa, CA

2013 Nissan Sentra SR

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

2013 Nissan Sentra SR

Costa Mesa, CA

UnscoredInsufficient · 3
$5,00086,450 mi

Comparison: 3 similar vehicles

Costa Mesa, CA

2009 Nissan Xterra S

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

2009 Nissan Xterra S

Costa Mesa, CA

UnscoredInsufficient · 0
$5,000149,500 mi

Costa Mesa, CA

2007 Ford F-350 Super Duty XL

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

2007 Ford F-350 Super Duty XL

Costa Mesa, CA

UnscoredInsufficient · 3
$5,000142,000 mi

Comparison: 3 similar vehicles

Costa Mesa, CA

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Costa Mesa, CA

UnscoredInsufficient · 3
$5,000156,000 mi

Comparison: 3 similar vehicles

Costa Mesa, CA

2002 Dodge Ram 1500 Pickup ST

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

2002 Dodge Ram 1500 Pickup ST

Costa Mesa, CA

UnscoredInsufficient · 0
$5,00072,000 mi

Costa Mesa, CA

2017 Toyota Mirai

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

2017 Toyota Mirai

Costa Mesa, CA

UnscoredInsufficient · 4
$5,08088,335 mi

Comparison: 4 similar vehicles

Costa Mesa, CA

2017 Nissan Versa Note SV

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

2017 Nissan Versa Note SV

Costa Mesa, CA

UnscoredInsufficient · 0
$5,250104,709 mi

Costa Mesa, CA

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Costa Mesa, CA

UnscoredInsufficient · 0
$5,250149,492 mi

Costa Mesa, CA

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Costa Mesa, CA

Unscored
$5,350112,225 mi

Comparison: 5 similar vehicles

Costa Mesa, CA

1999 Mercedes-Benz SLK Base

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

1999 Mercedes-Benz SLK Base

Costa Mesa, CA

UnscoredInsufficient · 0
$5,399145,042 mi

Costa Mesa, CA

2017 Chevrolet Sonic LS

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

2017 Chevrolet Sonic LS

Costa Mesa, CA

UnscoredInsufficient · 0
$5,450106,737 mi

Costa Mesa, CA

2014 BMW i3 Base

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

2014 BMW i3 Base

Costa Mesa, CA

UnscoredInsufficient · 4
$5,450116,973 mi

Comparison: 4 similar vehicles

Costa Mesa, CA

2003 BMW 5 Series 525i

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

2003 BMW 5 Series 525i

Costa Mesa, CA

UnscoredInsufficient · 3
$5,450157,935 mi

Comparison: 3 similar vehicles

Costa Mesa, CA

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Costa Mesa, CA

UnscoredInsufficient · 3
$5,495112,178 mi

Comparison: 3 similar vehicles

Costa Mesa, CA

2013 Kia Optima EX

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

2013 Kia Optima EX

Costa Mesa, CA

Unscored
$5,495138,201 mi

Comparison: 14 similar vehicles

Costa Mesa, CA

2015 Volvo XC60 Premier

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

2015 Volvo XC60 Premier

Costa Mesa, CA

UnscoredInsufficient · 3
$5,500139,699 mi

Comparison: 3 similar vehicles

Costa Mesa, CA

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Costa Mesa, CA

Unscored
$5,500113,161 mi

Comparison: 5 similar vehicles

Costa Mesa, CA

2008 Ford F-250 Super Duty XL

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

2008 Ford F-250 Super Duty XL

Costa Mesa, CA

Unscored
$5,500205,000 mi

Comparison: 8 similar vehicles

Costa Mesa, 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

Costa Mesa, CA

Unscored
$5,500157,000 mi

Comparison: 5 similar vehicles

Costa Mesa, 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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