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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

783 listings found

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Columbus, IN

UnscoredLimited · 14
$1,853264,000 mi

Comparison: 14 similar vehicles

Columbus, IN

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Martinsville, IN

UnscoredInsufficient · 4
$1,995197,915 mi

Comparison: 4 similar vehicles

Martinsville, IN

2013 Ford Focus SE

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

2013 Ford Focus SE

Martinsville, IN

UnscoredRobust · 70
$2,077203,018 mi

Comparison: 70 similar vehicles

Martinsville, IN

2005 Nissan Sentra 1.8 S

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

2005 Nissan Sentra 1.8 S

Bedford, IN

UnscoredInsufficient · 0
$2,232250,225 mi

Bedford, IN

1998 Lincoln Continental Base

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

1998 Lincoln Continental Base

Edinburgh, IN

UnscoredInsufficient · 0
$2,300288,850 mi

Edinburgh, IN

2014 Ford Focus SE

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

2014 Ford Focus SE

Columbus, IN

UnscoredModerate · 35
$2,942196,448 mi

Comparison: 35 similar vehicles

Columbus, IN

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

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Martinsville, IN

UnscoredInsufficient · 4
$2,995184,682 mi

Comparison: 4 similar vehicles

Martinsville, IN

2004 Dodge Stratus SXT

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

2004 Dodge Stratus SXT

Martinsville, IN

UnscoredInsufficient · 0
$2,995105,939 mi

Martinsville, IN

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Bedford, IN

UnscoredInsufficient · 0
$3,250163,873 mi

Bedford, IN

2013 Kia Optima LX

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

2013 Kia Optima LX

Columbus, IN

UnscoredModerate · 23
$3,257195,000 mi

Comparison: 23 similar vehicles

Columbus, 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

Martinsville, IN

UnscoredLimited · 17
$3,390217,212 mi

Comparison: 17 similar vehicles

Martinsville, IN

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

North Vernon, IN

UnscoredLimited · 12
$3,504201,295 mi

Comparison: 12 similar vehicles

North Vernon, IN

2012 Chevrolet Malibu 1LZ

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

2012 Chevrolet Malibu 1LZ

Bloomington, IN

UnscoredInsufficient · 0
$3,750172,000 mi

Bloomington, IN

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Columbus, IN

UnscoredRobust · 52
$3,762182,603 mi

Comparison: 52 similar vehicles

Columbus, 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

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Edinburgh, IN

UnscoredInsufficient · 0
$3,895176,367 mi

Edinburgh, IN

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Bedford, IN

UnscoredLimited · 14
$3,900140,598 mi

Comparison: 14 similar vehicles

Bedford, IN

2010 Ford Focus SEL

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

2010 Ford Focus SEL

Bloomington, IN

UnscoredLimited · 7
$3,900144,000 mi

Comparison: 7 similar vehicles

Bloomington, IN

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Martinsville, IN

Great DealLimited · 12
$3,995116,166 mi

Market: $4,988 – $8,900

Comparison: 12 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 142 days listed (based on current market benchmarks)

Martinsville, IN

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Columbus, IN

UnscoredModerate · 29
$4,122184,456 mi

Comparison: 29 similar vehicles

Columbus, IN

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Columbus, IN

UnscoredModerate · 45
$4,213185,660 mi

Comparison: 45 similar vehicles

Columbus, IN

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Bloomington, IN

UnscoredInsufficient · 0
$4,400117,000 mi

Bloomington, IN

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Corydon, IN

UnscoredModerate · 33
$4,500227,560 mi

Comparison: 33 similar vehicles

Corydon, IN

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Mitchell, IN

UnscoredModerate · 37
$4,500143,610 mi

Comparison: 37 similar vehicles

Mitchell, IN

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Spencer, IN

UnscoredLimited · 6
$4,500214,010 mi

Comparison: 6 similar vehicles

Spencer, IN

2003 Lincoln Town Car Executive

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

2003 Lincoln Town Car Executive

Spencer, IN

UnscoredInsufficient · 0
$4,500130,663 mi

Spencer, IN

2008 Mercury Sable Premier

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

2008 Mercury Sable Premier

Columbus, IN

UnscoredLimited · 7
$4,537163,877 mi

Comparison: 7 similar vehicles

Columbus, IN

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Columbus, IN

UnscoredLimited · 10
$4,627190,000 mi

Comparison: 10 similar vehicles

Columbus, IN

2011 Dodge Avenger Lux

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

2011 Dodge Avenger Lux

Bedford, IN

UnscoredInsufficient · 0
$4,70077,761 mi

Bedford, IN

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Bedford, IN

Salvage title
$4,731106,228 mi

Bedford, IN

2005 Nissan Altima SE

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

2005 Nissan Altima SE

Salem, IN

UnscoredInsufficient · 0
$4,895145,926 mi

Salem, IN

2014 Ford Focus SE

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

2014 Ford Focus SE

Bedford, IN

UnscoredRobust · 129
$4,900264,273 mi

Comparison: 129 similar vehicles

Bedford, IN

2010 Mercury Grand Marquis LS

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

2010 Mercury Grand Marquis LS

Bloomington, IN

UnscoredInsufficient · 3
$4,900125,000 mi

Comparison: 3 similar vehicles

Bloomington, IN

2005 Lexus ES 330

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

2005 Lexus ES 330

Bloomington, IN

UnscoredLimited · 11
$4,900144,700 mi

Comparison: 11 similar vehicles

Bloomington, IN

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Scottsburg, IN

UnscoredLimited · 6
$4,975144,220 mi

Comparison: 6 similar vehicles

Scottsburg, IN

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Columbus, IN

UnscoredLimited · 15
$5,020132,253 mi

Comparison: 15 similar vehicles

Columbus, IN

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Bedford, IN

UnscoredInsufficient · 3
$5,140159,276 mi

Comparison: 3 similar vehicles

Bedford, IN

2011 Ford Focus S

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

2011 Ford Focus S

Scottsburg, IN

UnscoredInsufficient · 0
$5,400159,353 mi

Scottsburg, IN

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Columbus, IN

UnscoredModerate · 31
$5,477219,445 mi

Comparison: 31 similar vehicles

Columbus, IN

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

Bedford, IN

UnscoredInsufficient · 0
$5,494321,771 mi

Bedford, IN

2009 Pontiac G6

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

2009 Pontiac G6

Columbus, IN

UnscoredLimited · 7
$5,494176,466 mi

Comparison: 7 similar vehicles

Columbus, IN

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Bloomington, IN

UnscoredModerate · 49
$5,500126,422 mi

Comparison: 49 similar vehicles

Bloomington, IN

2011 Lexus ES 350

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

2011 Lexus ES 350

Marengo, IN

UnscoredModerate · 33
$5,500177,000 mi

Comparison: 33 similar vehicles

Marengo, IN

2011 Toyota Camry SE

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

2011 Toyota Camry SE

Bloomington, IN

UnscoredLimited · 13
$5,600175,821 mi

Comparison: 13 similar vehicles

Bloomington, IN

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Bloomington, IN

UnscoredInsufficient · 3
$5,660122,877 mi

Comparison: 3 similar vehicles

Bloomington, IN

2008 Lexus IS 250

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

2008 Lexus IS 250

Bloomington, IN

UnscoredInsufficient · 4
$5,700185,147 mi

Comparison: 4 similar vehicles

Bloomington, IN

2005 Chevrolet Impala Base

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

2005 Chevrolet Impala Base

North Vernon, IN

UnscoredInsufficient · 0
$5,704114,919 mi

North Vernon, IN

2014 Ford Fusion S

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

2014 Ford Fusion S

Salem, IN

UnscoredInsufficient · 3
$5,799177,852 mi

Comparison: 3 similar vehicles

Salem, IN

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Corydon, IN

UnscoredLimited · 8
$5,900141,917 mi

Comparison: 8 similar vehicles

Corydon, IN

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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