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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

2,824 listings found

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Jeffersonville, IN

UnscoredInsufficient · 0
$1,899150,000 mi

Jeffersonville, IN

2006 Saturn ION 2

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

2006 Saturn ION 2

Louisville, KY

UnscoredInsufficient · 0
$1,995211,960 mi

Louisville, KY

2006 Kia Spectra EX

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

2006 Kia Spectra EX

Sellersburg, IN

UnscoredInsufficient · 0
$1,995221,106 mi

Sellersburg, IN

2002 Honda Accord EX

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

2002 Honda Accord EX

Mauckport, IN

UnscoredInsufficient · 0
$2,250200,000 mi

Mauckport, IN

2010 Kia Optima LX

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

2010 Kia Optima LX

Elizabethtown, KY

UnscoredInsufficient · 0
$2,475209,000 mi

Elizabethtown, KY

2002 Acura TL Type-S

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

2002 Acura TL Type-S

Sellersburg, IN

UnscoredInsufficient · 0
$2,496237,076 mi

Sellersburg, IN

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

Shepherdsville, KY

UnscoredLimited · 13
$2,500195,747 mi

Comparison: 13 similar vehicles

Shepherdsville, KY

2011 Nissan Altima S

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

2011 Nissan Altima S

Shepherdsville, KY

UnscoredLimited · 19
$2,500172,910 mi

Comparison: 19 similar vehicles

Shepherdsville, KY

2012 Ford Taurus SEL

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

2012 Ford Taurus SEL

Muldraugh, KY

UnscoredLimited · 10
$2,649225,926 mi

Comparison: 10 similar vehicles

Muldraugh, KY

2010 Hyundai Sonata GLS

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

2010 Hyundai Sonata GLS

Sellersburg, IN

UnscoredLimited · 8
$2,650210,696 mi

Comparison: 8 similar vehicles

Sellersburg, IN

2012 Ford Focus S

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

2012 Ford Focus S

Jeffersonville, IN

UnscoredInsufficient · 0
$2,725175,960 mi

Jeffersonville, IN

2005 Mazda MAZDA3 I

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

2005 Mazda MAZDA3 I

Jeffersontown, KY

UnscoredInsufficient · 3
$2,950174,002 mi

Comparison: 3 similar vehicles

Jeffersontown, KY

2010 Pontiac G6

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

2010 Pontiac G6

Elizabethtown, KY

UnscoredInsufficient · 0
$2,975169,000 mi

Elizabethtown, KY

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Louisville, KY

UnscoredRobust · 56
$2,995169,035 mi

Comparison: 56 similar vehicles

Louisville, KY

2009 Dodge Avenger SXT

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

2009 Dodge Avenger SXT

Scottsburg, IN

UnscoredInsufficient · 0
$2,995179,642 mi

Scottsburg, IN

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Sellersburg, IN

UnscoredLimited · 7
$2,995182,068 mi

Comparison: 7 similar vehicles

Sellersburg, IN

No Photo

2004 Toyota Camry Standard

Sellersburg, IN

UnscoredInsufficient · 0
$2,995169,525 mi

Sellersburg, IN

No Photo

2003 Toyota Camry XLE

Sellersburg, IN

UnscoredInsufficient · 4
$2,995217,270 mi

Comparison: 4 similar vehicles

Sellersburg, IN

2002 Lexus ES 300

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

2002 Lexus ES 300

Sellersburg, IN

UnscoredInsufficient · 4
$2,995159,890 mi

Comparison: 4 similar vehicles

Sellersburg, IN

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Jeffersonville, IN

UnscoredModerate · 26
$3,000187,848 mi

Comparison: 26 similar vehicles

Jeffersonville, IN

2013 Ford Taurus SE

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

2013 Ford Taurus SE

Shepherdsville, KY

UnscoredInsufficient · 0
$3,000179,372 mi

Shepherdsville, KY

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Louisville, KY

UnscoredLimited · 14
$3,000155,653 mi

Comparison: 14 similar vehicles

Louisville, KY

2007 Saab 9-3 2.0T

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

2007 Saab 9-3 2.0T

Jeffersonville, IN

UnscoredInsufficient · 0
$3,000145,123 mi

Jeffersonville, IN

2003 Honda Accord EX

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

2003 Honda Accord EX

New Albany, IN

UnscoredLimited · 5
$3,196223,899 mi

Comparison: 5 similar vehicles

New Albany, IN

2011 Buick LaCrosse CXL

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

2011 Buick LaCrosse CXL

New Albany, IN

UnscoredLimited · 12
$3,200198,674 mi

Comparison: 12 similar vehicles

New Albany, IN

2008 Toyota Avalon XLS

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

2008 Toyota Avalon XLS

Sellersburg, IN

UnscoredInsufficient · 0
$3,250271,257 mi

Sellersburg, IN

2005 Honda Accord EX

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

2005 Honda Accord EX

Jeffersonville, IN

Salvage title
$3,295250,000 mi

Jeffersonville, IN

2008 Kia Spectra SX

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

2008 Kia Spectra SX

Jeffersonville, IN

UnscoredInsufficient · 0
$3,299185,000 mi

Jeffersonville, IN

2011 Mercedes-Benz C-Class C300 Luxury

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

2011 Mercedes-Benz C-Class C300 Luxury

Bedford, IN

UnscoredLimited · 15
$3,390217,212 mi

Comparison: 15 similar vehicles

Bedford, IN

2012 Kia Forte EX

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

2012 Kia Forte EX

Sellersburg, IN

UnscoredLimited · 6
$3,495152,852 mi

Comparison: 6 similar vehicles

Sellersburg, IN

2008 Acura TL Base

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

2008 Acura TL Base

Sellersburg, IN

UnscoredLimited · 6
$3,495172,645 mi

Comparison: 6 similar vehicles

Sellersburg, IN

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

West Point, KY

UnscoredModerate · 32
$3,495183,047 mi

Comparison: 32 similar vehicles

West Point, KY

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Sellersburg, IN

UnscoredInsufficient · 0
$3,495249,127 mi

Sellersburg, IN

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Sellersburg, IN

UnscoredModerate · 33
$3,496183,594 mi

Comparison: 33 similar vehicles

Sellersburg, IN

2003 Chevrolet Impala Base

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

2003 Chevrolet Impala Base

Sellersburg, IN

UnscoredInsufficient · 0
$3,496154,399 mi

Sellersburg, IN

1998 Lincoln Town Car SIGNATURE

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

1998 Lincoln Town Car SIGNATURE

Sellersburg, IN

UnscoredInsufficient · 0
$3,496140,489 mi

Sellersburg, IN

2016 Kia Optima EX

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

2016 Kia Optima EX

Jeffersonville, IN

UnscoredModerate · 23
$3,500198,260 mi

Comparison: 23 similar vehicles

Jeffersonville, IN

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Louisville, KY

UnscoredInsufficient · 3
$3,500255,321 mi

Comparison: 3 similar vehicles

Louisville, KY

2004 Honda Accord EX

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

2004 Honda Accord EX

Jeffersonville, IN

Salvage title
$3,500223,180 mi

Jeffersonville, IN

2013 Honda Civic HYBRID

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

2013 Honda Civic HYBRID

Sellersburg, IN

UnscoredInsufficient · 0
$3,650214,034 mi

Sellersburg, IN

2014 Cadillac ATS Luxury Collection

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

2014 Cadillac ATS Luxury Collection

Jeffersonville, IN

UnscoredLimited · 13
$3,700208,765 mi

Comparison: 13 similar vehicles

Jeffersonville, IN

2002 Ford Taurus SE

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

2002 Ford Taurus SE

Scottsburg, IN

UnscoredInsufficient · 0
$3,800144,790 mi

Scottsburg, IN

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Jeffersonville, IN

UnscoredModerate · 24
$3,900148,671 mi

Comparison: 24 similar vehicles

Jeffersonville, IN

2015 Nissan Altima S

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

2015 Nissan Altima S

Jeffersonville, IN

UnscoredInsufficient · 4
$3,900185,519 mi

Comparison: 4 similar vehicles

Jeffersonville, IN

2015 Volkswagen Passat Wolfsburg Edition

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

2015 Volkswagen Passat Wolfsburg Edition

Jeffersonville, IN

UnscoredModerate · 23
$3,900176,654 mi

Comparison: 23 similar vehicles

Jeffersonville, IN

2014 Ford Fiesta S

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

2014 Ford Fiesta S

Louisville, KY

UnscoredInsufficient · 3
$3,900227,057 mi

Comparison: 3 similar vehicles

Louisville, KY

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Jeffersonville, IN

UnscoredInsufficient · 3
$3,900238,695 mi

Comparison: 3 similar vehicles

Jeffersonville, IN

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Louisville, KY

UnscoredInsufficient · 3
$3,90099,968 mi

Comparison: 3 similar vehicles

Louisville, KY

2012 Toyota Yaris Fleet

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

2012 Toyota Yaris Fleet

Crestwood, KY

UnscoredLimited · 6
$3,900197,008 mi

Comparison: 6 similar vehicles

Crestwood, KY

No Photo

2000 Toyota Camry LE

Crestwood, KY

UnscoredInsufficient · 0
$3,900125,568 mi

Crestwood, KY

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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