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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 7, 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

27,859 listings found

2008 Hyundai Accent GS

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

2008 Hyundai Accent GS

Lebanon, OH

UnscoredInsufficient · 0
$1,398198,893 mi

Lebanon, OH

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Springfield, OH

Unscored
$1,995299,999 mi

Comparison: 17 similar vehicles

Springfield, OH

2003 Ford Taurus SE Premium

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

2003 Ford Taurus SE Premium

Dayton, OH

UnscoredInsufficient · 0
$1,999174,052 mi

Dayton, OH

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Lebanon, OH

UnscoredInsufficient · 0
$2,498224,748 mi

Lebanon, OH

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Dayton, OH

Unscored
$2,499179,174 mi

Comparison: 31 similar vehicles

Dayton, OH

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

London, OH

Unscored
$2,500210,676 mi

Comparison: 6 similar vehicles

London, OH

2011 Nissan Altima S

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

2011 Nissan Altima S

Dayton, OH

Unscored
$2,500244,985 mi

Comparison: 22 similar vehicles

Dayton, OH

2008 Kia Sedona LX

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

2008 Kia Sedona LX

Arcanum, OH

Unscored
$2,500219,760 mi

Comparison: 11 similar vehicles

Arcanum, OH

1998 Honda Civic LX

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

1998 Honda Civic LX

Middletown, OH

UnscoredInsufficient · 0
$2,800251,866 mi

Middletown, OH

2007 Honda Civic EX

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

2007 Honda Civic EX

Lima, OH

Unscored
$2,877182,358 mi

Comparison: 15 similar vehicles

Lima, OH

2011 Ford Fusion S

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

2011 Ford Fusion S

Dayton, OH

UnscoredInsufficient · 0
$2,899223,006 mi

Dayton, OH

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

Dayton, OH

Unscored
$2,899294,000 mi

Comparison: 10 similar vehicles

Dayton, OH

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Middletown, OH

Unscored
$2,900183,884 mi

Comparison: 5 similar vehicles

Middletown, OH

2006 Hyundai Tucson GLS

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

2006 Hyundai Tucson GLS

Middletown, OH

UnscoredInsufficient · 4
$2,900169,285 mi

Comparison: 4 similar vehicles

Middletown, OH

2013 Kia Soul Base

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

2013 Kia Soul Base

Dayton, OH

UnscoredInsufficient · 3
$2,995132,460 mi

Comparison: 3 similar vehicles

Dayton, OH

2009 Dodge Caliber SE

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

2009 Dodge Caliber SE

Fletcher, OH

Unscored
$2,995124,400 mi

Comparison: 12 similar vehicles

Fletcher, OH

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Dayton, OH

UnscoredInsufficient · 3
$2,995210,581 mi

Comparison: 3 similar vehicles

Dayton, OH

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

Brookville, OH

Unscored
$2,995186,191 mi

Comparison: 8 similar vehicles

Brookville, OH

2006 Buick Lucerne CXL

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

2006 Buick Lucerne CXL

Dayton, OH

Unscored
$2,995101,900 mi

Comparison: 5 similar vehicles

Dayton, OH

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Dayton, OH

Unscored
$2,999155,894 mi

Comparison: 21 similar vehicles

Dayton, OH

2006 Kia Sedona LX

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

2006 Kia Sedona LX

Xenia, OH

UnscoredInsufficient · 0
$2,999213,099 mi

Xenia, OH

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Lima, OH

Unscored
$3,145200,614 mi

Comparison: 28 similar vehicles

Lima, OH

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Centerville, OH

Unscored
$3,148200,261 mi

Comparison: 7 similar vehicles

Centerville, OH

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Fairborn, OH

Unscored
$3,268177,248 mi

Comparison: 8 similar vehicles

Fairborn, OH

2002 Ford F-150 Lariat

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

2002 Ford F-150 Lariat

Dayton, OH

UnscoredInsufficient · 0
$3,299160,000 mi

Dayton, OH

2010 Volkswagen Routan SE

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

2010 Volkswagen Routan SE

Carlisle, OH

Unscored
$3,376157,834 mi

Comparison: 8 similar vehicles

Carlisle, OH

2007 Hyundai Accent GS

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

2007 Hyundai Accent GS

Moraine, OH

UnscoredInsufficient · 0
$3,432161,631 mi

Moraine, OH

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

Tipp City, OH

Unscored
$3,490166,785 mi

Comparison: 15 similar vehicles

Tipp City, OH

2017 Nissan Versa Sedan SV

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

2017 Nissan Versa Sedan SV

Springfield, OH

Unscored
$3,495180,000 mi

Comparison: 13 similar vehicles

Springfield, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Germantown, OH

Unscored
$3,495173,783 mi

Comparison: 20 similar vehicles

Germantown, OH

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Dayton, OH

Unscored
$3,495163,705 mi

Comparison: 12 similar vehicles

Dayton, OH

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Fletcher, OH

UnscoredInsufficient · 4
$3,495214,740 mi

Comparison: 4 similar vehicles

Fletcher, OH

1999 BMW 3 Series 323I

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

1999 BMW 3 Series 323I

Germantown, OH

UnscoredInsufficient · 0
$3,495174,810 mi

Germantown, OH

2016 Chevrolet Spark LS

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

2016 Chevrolet Spark LS

Dayton, OH

Unscored
$3,500201,746 mi

Comparison: 6 similar vehicles

Dayton, OH

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

South Vienna, OH

Unscored
$3,500220,310 mi

Comparison: 91 similar vehicles

South Vienna, OH

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Franklin, OH

Unscored
$3,500Mileage not verified

Comparison: 10 similar vehicles

Franklin, OH

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Dayton, OH

Unscored
$3,500229,295 mi

Comparison: 32 similar vehicles

Dayton, OH

2010 Chevrolet Cobalt LS

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

2010 Chevrolet Cobalt LS

Bellefontaine, OH

Unscored
$3,500177,031 mi

Comparison: 6 similar vehicles

Bellefontaine, OH

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Franklin, OH

Unscored
$3,500140,300 mi

Comparison: 8 similar vehicles

Franklin, OH

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Middletown, OH

UnscoredInsufficient · 3
$3,500122,143 mi

Comparison: 3 similar vehicles

Middletown, OH

2005 GMC Envoy SLE

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

2005 GMC Envoy SLE

Piqua, OH

Unscored
$3,500223,000 mi

Comparison: 7 similar vehicles

Piqua, OH

2019 Ford Escape SE

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

2019 Ford Escape SE

Carlisle, OH

Unscored
$3,676154,620 mi

Comparison: 41 similar vehicles

Carlisle, OH

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Middletown, OH

UnscoredInsufficient · 3
$3,695173,349 mi

Comparison: 3 similar vehicles

Middletown, OH

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Dayton, OH

Unscored
$3,700203,401 mi

Comparison: 42 similar vehicles

Dayton, OH

2007 Nissan Sentra 2.0 SL

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

2007 Nissan Sentra 2.0 SL

Dayton, OH

UnscoredInsufficient · 0
$3,750104,000 mi

Dayton, OH

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Dayton, OH

Unscored
$3,795128,420 mi

Comparison: 12 similar vehicles

Dayton, OH

2011 Volkswagen Tiguan SE

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

2011 Volkswagen Tiguan SE

Centerville, OH

UnscoredInsufficient · 0
$3,893130,672 mi

Centerville, OH

2015 Honda Pilot Touring

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

2015 Honda Pilot Touring

London, OH

Unscored
$3,900286,304 mi

Comparison: 13 similar vehicles

London, OH

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Middletown, OH

Unscored
$3,900120,123 mi

Comparison: 24 similar vehicles

Middletown, OH

2012 Ford Fiesta S

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

2012 Ford Fiesta S

Middletown, OH

UnscoredInsufficient · 0
$3,900133,340 mi

Middletown, OH

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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