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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 3, 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

15,114 listings found

2001 Toyota Camry LE

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

2001 Toyota Camry LE

Frankford, DE

Unscored
$1,800324,611 mi

Comparison: 5 similar vehicles

Frankford, DE

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Seaford, DE

Unscored
$2,000299,588 mi

Comparison: 10 similar vehicles

Seaford, DE

2007 Chevrolet Equinox LS

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

2007 Chevrolet Equinox LS

Seaford, DE

UnscoredInsufficient · 3
$2,495218,582 mi

Comparison: 3 similar vehicles

Seaford, DE

2009 GMC Yukon XL Denali

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

2009 GMC Yukon XL Denali

Frankford, DE

UnscoredInsufficient · 3
$2,800270,548 mi

Comparison: 3 similar vehicles

Frankford, DE

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

Selbyville, DE

UnscoredInsufficient · 4
$2,800271,204 mi

Comparison: 4 similar vehicles

Selbyville, DE

No Photo

2011 Ford Fusion SEL

Seaford, DE

Unscored
$2,995178,433 mi

Comparison: 16 similar vehicles

Seaford, DE

2010 Kia Forte EX

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

2010 Kia Forte EX

Seaford, DE

Unscored
$2,995249,664 mi

Comparison: 13 similar vehicles

Seaford, DE

2010 Dodge Avenger R/T

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

2010 Dodge Avenger R/T

Georgetown, DE

UnscoredInsufficient · 0
$3,000145,054 mi

Georgetown, DE

2012 Kia Sorento EX

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

2012 Kia Sorento EX

Frankford, DE

Unscored
$3,100135,047 mi

Comparison: 9 similar vehicles

Frankford, DE

2010 Ford Explorer Limited

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

2010 Ford Explorer Limited

Delmar, DE

UnscoredInsufficient · 0
$3,995217,790 mi

Delmar, DE

2008 Jeep Patriot Sport

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

2008 Jeep Patriot Sport

Delmar, DE

Unscored
$3,995256,373 mi

Comparison: 12 similar vehicles

Delmar, DE

No Photo

2008 Ford Fusion SE

Seaford, DE

Unscored
$3,995108,858 mi

Comparison: 6 similar vehicles

Seaford, DE

2007 Ford Expedition XLT

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

2007 Ford Expedition XLT

Seaford, DE

UnscoredInsufficient · 3
$4,000170,858 mi

Comparison: 3 similar vehicles

Seaford, DE

1999 Jeep Grand Cherokee LAREDO

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

1999 Jeep Grand Cherokee LAREDO

New Church, VA

Unscored
$4,495263,824 mi

Comparison: 5 similar vehicles

New Church, VA

1999 Saab 9-3 SE

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

1999 Saab 9-3 SE

Dagsboro, DE

UnscoredInsufficient · 0
$4,50082,603 mi

Dagsboro, DE

1999 Mazda MX-5 Base

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

1999 Mazda MX-5 Base

New Church, VA

UnscoredInsufficient · 3
$4,995128,588 mi

Comparison: 3 similar vehicles

New Church, VA

1997 Honda Civic

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

1997 Honda Civic

Frankford, DE

UnscoredInsufficient · 0
$4,995179,516 mi

Frankford, DE

2015 Nissan Versa Sedan SV

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

2015 Nissan Versa Sedan SV

Salisbury, MD

Unscored
$4,998158,280 mi

Comparison: 11 similar vehicles

Salisbury, MD

2019 Kia Soul +

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

2019 Kia Soul +

Seaford, DE

Unscored
$5,000326,881 mi

Comparison: 10 similar vehicles

Seaford, DE

2005 Isuzu NPR

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

2005 Isuzu NPR

Seaford, DE

UnscoredInsufficient · 0
$5,000147,010 mi

Seaford, DE

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Laurel, DE

Unscored
$5,250142,994 mi

Comparison: 15 similar vehicles

Laurel, DE

2009 Ford Focus SE

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

2009 Ford Focus SE

California, MD

Unscored
$5,298226,334 mi

Comparison: 7 similar vehicles

California, MD

2007 Lincoln Town Car Signature Limited

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

2007 Lincoln Town Car Signature Limited

Newark, MD

UnscoredInsufficient · 0
$5,495155,088 mi

Newark, MD

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Salisbury, MD

Unscored
$5,498225,166 mi

Comparison: 22 similar vehicles

Salisbury, MD

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Delmar, DE

Unscored
$5,500274,912 mi

Comparison: 51 similar vehicles

Delmar, DE

2012 Honda Odyssey EX

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

2012 Honda Odyssey EX

Harrington, DE

Unscored
$5,500173,826 mi

Comparison: 11 similar vehicles

Harrington, DE

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Laurel, DE

Fair PriceModerate · 32
$5,85092,454 mi

Market: $2,950 – $8,425

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Laurel, DE

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Frankford, DE

Unscored
$5,950165,472 mi

Comparison: 8 similar vehicles

Frankford, DE

2012 Kia Soul +

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

2012 Kia Soul +

Laurel, DE

Unscored
$5,950146,014 mi

Comparison: 22 similar vehicles

Laurel, DE

2009 Dodge Caliber SE

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

2009 Dodge Caliber SE

Laurel, DE

Fair PriceModerate · 40
$5,950113,759 mi

Market: $3,495 – $8,500

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Laurel, DE

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Laurel, DE

Unscored
$5,950182,220 mi

Comparison: 9 similar vehicles

Laurel, DE

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Denton, MD

Unscored
$5,995164,822 mi

Comparison: 14 similar vehicles

Denton, MD

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Denton, MD

Fair PriceModerate · 49
$5,995106,413 mi

Market: $3,550 – $11,500

Comparison: 49 similar vehicles

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

Denton, MD

2008 Subaru Tribeca Limited

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

2008 Subaru Tribeca Limited

Frankford, DE

Unscored
$5,995198,150 mi

Comparison: 7 similar vehicles

Frankford, DE

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Frankford, DE

Unscored
$5,995201,520 mi

Comparison: 9 similar vehicles

Frankford, DE

No Photo

2002 Jeep Wrangler X

Lewes, DE

UnscoredInsufficient · 4
$5,995120,000 mi

Comparison: 4 similar vehicles

Lewes, DE

2002 Chevrolet Tracker Base

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

2002 Chevrolet Tracker Base

Frankford, DE

UnscoredInsufficient · 0
$5,995144,435 mi

Frankford, DE

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Mardela Springs, MD

Fair PriceModerate · 28
$5,999Mileage not verified

Market: $2,400 – $8,500

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Mardela Springs, MD

2008 Hyundai Sonata GLS

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

2008 Hyundai Sonata GLS

California, MD

Unscored
$6,298166,122 mi

Comparison: 8 similar vehicles

California, MD

2015 Nissan Versa Note SR

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

2015 Nissan Versa Note SR

Harrington, DE

UnscoredInsufficient · 0
$6,495132,210 mi

Harrington, DE

2005 Ford F-350 Super Duty Lariat

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

2005 Ford F-350 Super Duty Lariat

Salisbury, MD

UnscoredInsufficient · 0
$6,498216,734 mi

Salisbury, MD

2011 Honda Civic LX

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

2011 Honda Civic LX

Milford, DE

Unscored
$6,500141,583 mi

Comparison: 29 similar vehicles

Milford, DE

2010 Honda Fit Sport

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

2010 Honda Fit Sport

Milford, DE

Unscored
$6,500159,902 mi

Comparison: 22 similar vehicles

Milford, DE

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Eden, MD

UnscoredInsufficient · 0
$6,500109,549 mi

Eden, MD

2007 GMC Savana

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

2007 GMC Savana

Delmar, DE

UnscoredInsufficient · 0
$6,500Mileage not verified

Delmar, DE

2008 Dodge Dakota SLT

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

2008 Dodge Dakota SLT

Laurel, DE

UnscoredInsufficient · 0
$6,650179,394 mi

Laurel, DE

2014 Ford Focus SE

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

2014 Ford Focus SE

California, MD

Unscored
$6,799165,833 mi

Comparison: 13 similar vehicles

California, MD

2005 BMW 3 Series 325

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

2005 BMW 3 Series 325

Dagsboro, DE

Unscored
$6,80095,000 mi

Comparison: 6 similar vehicles

Dagsboro, DE

2004 Mercedes-Benz SLK-Class SLK230 Kompressor

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

2004 Mercedes-Benz SLK-Class SLK230 Kompressor

Dagsboro, DE

UnscoredInsufficient · 0
$6,80095,903 mi

Dagsboro, DE

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Milford, DE

Unscored
$6,900165,240 mi

Comparison: 72 similar vehicles

Milford, DE

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 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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