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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 24, 2026

6M+

Unique vehicles analyzed

as of October 23, 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

9,659 listings found

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Lafayette, IN

UnscoredLimited · 10
$1,750203,612 mi

Comparison: 10 similar vehicles

Lafayette, IN

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Lebanon, IN

UnscoredModerate · 20
$1,853264,000 mi

Comparison: 20 similar vehicles

Lebanon, IN

2006 Ford Focus ZX4 SE

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

2006 Ford Focus ZX4 SE

Attica, IN

UnscoredInsufficient · 0
$2,195191,383 mi

Attica, IN

2005 Saturn ION 1

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

2005 Saturn ION 1

Attica, IN

UnscoredInsufficient · 0
$2,295160,065 mi

Attica, IN

2008 INFINITI M 35

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

2008 INFINITI M 35

Lebanon, IN

UnscoredLimited · 6
$2,412200,000 mi

Comparison: 6 similar vehicles

Lebanon, IN

2007 Chevrolet Cobalt LS

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

2007 Chevrolet Cobalt LS

West Lafayette, IN

UnscoredLimited · 5
$2,500231,647 mi

Comparison: 5 similar vehicles

West Lafayette, IN

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Attica, IN

UnscoredLimited · 17
$2,695209,779 mi

Comparison: 17 similar vehicles

Attica, IN

2014 Ford Focus SE

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

2014 Ford Focus SE

Crawfordsville, IN

Salvage title
$2,700Mileage not verified

Crawfordsville, IN

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Frankfort, IN

UnscoredLimited · 6
$2,752194,206 mi

Comparison: 6 similar vehicles

Frankfort, IN

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Lafayette, IN

UnscoredRobust · 64
$2,762220,827 mi

Comparison: 64 similar vehicles

Lafayette, IN

2015 Nissan Altima S

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

2015 Nissan Altima S

Romney, IN

UnscoredRobust · 98
$2,900Mileage not verified

Comparison: 98 similar vehicles

Romney, IN

2013 Kia Soul +

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

2013 Kia Soul +

Lafayette, IN

UnscoredModerate · 40
$2,900175,063 mi

Comparison: 40 similar vehicles

Lafayette, IN

2001 Chrysler PT Cruiser Base

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

2001 Chrysler PT Cruiser Base

Romney, IN

UnscoredLimited · 5
$2,900Mileage not verified

Comparison: 5 similar vehicles

Romney, IN

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

Frankfort, IN

UnscoredLimited · 8
$2,988244,102 mi

Comparison: 8 similar vehicles

Frankfort, IN

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Frankfort, IN

UnscoredLimited · 8
$2,988225,311 mi

Comparison: 8 similar vehicles

Frankfort, IN

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Lafayette, IN

UnscoredLimited · 12
$2,995223,000 mi

Comparison: 12 similar vehicles

Lafayette, IN

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Lafayette, IN

UnscoredInsufficient · 4
$3,085253,748 mi

Comparison: 4 similar vehicles

Lafayette, IN

2002 Buick LeSabre Custom

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

2002 Buick LeSabre Custom

Lafayette, IN

UnscoredInsufficient · 0
$3,142101,978 mi

Lafayette, IN

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Lafayette, IN

UnscoredLimited · 11
$3,180218,497 mi

Comparison: 11 similar vehicles

Lafayette, IN

2004 Dodge Intrepid ES

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

2004 Dodge Intrepid ES

West Lafayette, IN

UnscoredInsufficient · 0
$3,20092,613 mi

West Lafayette, IN

2000 Dodge Dakota SPORT

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

2000 Dodge Dakota SPORT

Lafayette, IN

UnscoredInsufficient · 0
$3,262170,449 mi

Lafayette, IN

2009 Kia Sedona Base

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

2009 Kia Sedona Base

Attica, IN

UnscoredInsufficient · 3
$3,295288,133 mi

Comparison: 3 similar vehicles

Attica, IN

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Kokomo, IN

UnscoredRobust · 63
$3,400165,795 mi

Comparison: 63 similar vehicles

Kokomo, IN

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Frankfort, IN

UnscoredModerate · 23
$3,488204,152 mi

Comparison: 23 similar vehicles

Frankfort, IN

1995 Ford Econoline

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

1995 Ford Econoline

Lebanon, IN

UnscoredInsufficient · 0
$3,499150,150 mi

Lebanon, IN

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Lafayette, IN

UnscoredRobust · 51
$3,500152,890 mi

Comparison: 51 similar vehicles

Lafayette, IN

2014 Chrysler 200 Touring

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

2014 Chrysler 200 Touring

Lafayette, IN

UnscoredModerate · 20
$3,500150,331 mi

Comparison: 20 similar vehicles

Lafayette, IN

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Lafayette, IN

UnscoredModerate · 47
$3,500180,955 mi

Comparison: 47 similar vehicles

Lafayette, IN

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Attica, IN

UnscoredModerate · 29
$3,500156,175 mi

Comparison: 29 similar vehicles

Attica, IN

2007 Mercury Milan Premier

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

2007 Mercury Milan Premier

Romney, IN

UnscoredInsufficient · 0
$3,500Mileage not verified

Romney, IN

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Kokomo, IN

UnscoredInsufficient · 3
$3,500158,287 mi

Comparison: 3 similar vehicles

Kokomo, IN

2005 Pontiac Grand Am SE

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

2005 Pontiac Grand Am SE

Lafayette, IN

UnscoredInsufficient · 0
$3,500Mileage not verified

Lafayette, IN

2016 Dodge Grand Caravan American Value Package

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

2016 Dodge Grand Caravan American Value Package

Rensselaer, IN

UnscoredModerate · 28
$3,614224,455 mi

Comparison: 28 similar vehicles

Rensselaer, IN

2012 Dodge Journey SE

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

2012 Dodge Journey SE

Attica, IN

UnscoredLimited · 13
$3,675182,035 mi

Comparison: 13 similar vehicles

Attica, IN

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Lafayette, IN

UnscoredLimited · 12
$3,700188,302 mi

Comparison: 12 similar vehicles

Lafayette, IN

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Lafayette, IN

UnscoredLimited · 10
$3,762164,216 mi

Comparison: 10 similar vehicles

Lafayette, IN

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Lebanon, IN

UnscoredLimited · 6
$3,762157,310 mi

Comparison: 6 similar vehicles

Lebanon, IN

2008 INFINITI EX 35 Journey

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

2008 INFINITI EX 35 Journey

Lafayette, IN

UnscoredLimited · 8
$3,762182,000 mi

Comparison: 8 similar vehicles

Lafayette, IN

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Kokomo, IN

UnscoredRobust · 59
$3,767209,718 mi

Comparison: 59 similar vehicles

Kokomo, IN

2006 Toyota Sequoia Limited

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

2006 Toyota Sequoia Limited

Frankfort, IN

UnscoredInsufficient · 0
$3,782285,714 mi

Frankfort, IN

2008 Nissan Altima SE

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

2008 Nissan Altima SE

West Lafayette, IN

UnscoredLimited · 5
$3,800178,542 mi

Comparison: 5 similar vehicles

West Lafayette, IN

2003 Ford Econoline Van Commercial

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

2003 Ford Econoline Van Commercial

Brook, IN

UnscoredInsufficient · 0
$3,800227,338 mi

Brook, IN

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Lafayette, IN

UnscoredLimited · 10
$3,849236,479 mi

Comparison: 10 similar vehicles

Lafayette, IN

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Attica, IN

UnscoredRobust · 101
$3,895203,442 mi

Comparison: 101 similar vehicles

Attica, IN

2012 Nissan Rogue S

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

2012 Nissan Rogue S

West Lafayette, IN

UnscoredModerate · 24
$3,900152,179 mi

Comparison: 24 similar vehicles

West Lafayette, IN

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

West Lafayette, IN

UnscoredLimited · 5
$3,900238,187 mi

Comparison: 5 similar vehicles

West Lafayette, IN

2002 Lexus ES 300

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

2002 Lexus ES 300

Lafayette, IN

UnscoredLimited · 6
$3,900241,359 mi

Comparison: 6 similar vehicles

Lafayette, IN

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Frankfort, IN

UnscoredLimited · 8
$3,937267,000 mi

Comparison: 8 similar vehicles

Frankfort, IN

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Romney, IN

UnscoredInsufficient · 3
$3,950Mileage not verified

Comparison: 3 similar vehicles

Romney, IN

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Rensselaer, IN

UnscoredInsufficient · 0
$3,979133,260 mi

Rensselaer, 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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