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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 13, 2026

7.2M+

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

18,874 listings found

2004 Subaru Outback Base

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

2004 Subaru Outback Base

Indianapolis, IN

UnscoredInsufficient · 0
$1,244218,000 mi

Indianapolis, IN

2007 GMC Acadia SLT1

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

2007 GMC Acadia SLT1

Brownstown, IN

UnscoredInsufficient · 0
$1,450Mileage not verified

Brownstown, IN

2008 Pontiac G6

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

2008 Pontiac G6

Columbus, IN

Unscored
$1,459221,492 mi

Comparison: 16 similar vehicles

Columbus, IN

2003 Honda Civic LX

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

2003 Honda Civic LX

Sellersburg, IN

UnscoredInsufficient · 0
$1,496195,000 mi

Sellersburg, IN

2008 Ford Focus SE

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

2008 Ford Focus SE

Milan, IN

Unscored
$1,738317,049 mi

Comparison: 7 similar vehicles

Milan, IN

2002 Dodge Ram 1500 Pickup ST

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

2002 Dodge Ram 1500 Pickup ST

Indianapolis, IN

Unscored
$1,749269,700 mi

Comparison: 8 similar vehicles

Indianapolis, IN

2005 Dodge Grand Caravan SXT

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

2005 Dodge Grand Caravan SXT

Columbus, IN

UnscoredInsufficient · 3
$1,799243,409 mi

Comparison: 3 similar vehicles

Columbus, IN

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

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Hanover, IN

Unscored
$1,900182,135 mi

Comparison: 23 similar vehicles

Hanover, IN

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Hanover, IN

UnscoredInsufficient · 0
$1,90069,650 mi

Hanover, IN

2002 Mercury Sable LS

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

2002 Mercury Sable LS

Hanover, IN

UnscoredInsufficient · 0
$1,900145,969 mi

Hanover, IN

2002 Pontiac Grand Prix SE

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

2002 Pontiac Grand Prix SE

Taylorsville, IN

UnscoredInsufficient · 0
$1,988165,246 mi

Taylorsville, IN

2012 Ford Focus SE

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

2012 Ford Focus SE

Jeffersonville, IN

Unscored
$1,995180,248 mi

Comparison: 5 similar vehicles

Jeffersonville, IN

2011 Dodge Grand Caravan Mainstreet

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

2011 Dodge Grand Caravan Mainstreet

Martinsville, IN

Unscored
$1,995203,527 mi

Comparison: 6 similar vehicles

Martinsville, IN

2010 Mercury Milan Premier

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

2010 Mercury Milan Premier

Martinsville, IN

Unscored
$1,995223,620 mi

Comparison: 6 similar vehicles

Martinsville, IN

No Photo

2007 Chevrolet Equinox LT

Sellersburg, IN

UnscoredInsufficient · 4
$1,995159,221 mi

Comparison: 4 similar vehicles

Sellersburg, IN

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

Crestwood, KY

Unscored
$1,995180,996 mi

Comparison: 6 similar vehicles

Crestwood, 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

1997 Dodge Dakota Base

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

1997 Dodge Dakota Base

Sellersburg, IN

UnscoredInsufficient · 0
$1,995179,897 mi

Sellersburg, IN

2003 Buick LeSabre Limited

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

2003 Buick LeSabre Limited

Bedford, IN

UnscoredInsufficient · 0
$2,000203,352 mi

Bedford, IN

2008 Chrysler Sebring Limited

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

2008 Chrysler Sebring Limited

Milan, IN

UnscoredInsufficient · 0
$2,139188,752 mi

Milan, 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

Martinsville, IN

Unscored
$2,146250,225 mi

Comparison: 5 similar vehicles

Martinsville, IN

2003 Mitsubishi Outlander XLS AWD

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

2003 Mitsubishi Outlander XLS AWD

Salem, IN

UnscoredInsufficient · 0
$2,148337,796 mi

Salem, IN

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Edinburgh, IN

Unscored
$2,200224,100 mi

Comparison: 38 similar vehicles

Edinburgh, IN

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Edinburgh, IN

UnscoredInsufficient · 4
$2,200206,299 mi

Comparison: 4 similar vehicles

Edinburgh, IN

2005 Pontiac G6 GT

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

2005 Pontiac G6 GT

Columbus, IN

Unscored
$2,224128,000 mi

Comparison: 6 similar vehicles

Columbus, IN

2010 Chrysler 300 Executive Series

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

2010 Chrysler 300 Executive Series

Greenwood, IN

UnscoredInsufficient · 0
$2,244250,123 mi

Greenwood, IN

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Columbus, IN

UnscoredInsufficient · 3
$2,259394,885 mi

Comparison: 3 similar vehicles

Columbus, 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

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Edinburgh, IN

Unscored
$2,350229,229 mi

Comparison: 24 similar vehicles

Edinburgh, IN

2002 Chrysler Concorde Limited

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

2002 Chrysler Concorde Limited

Indianapolis, IN

Salvage title
$2,399237,304 mi

Indianapolis, IN

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Taylorsville, IN

UnscoredInsufficient · 4
$2,415267,327 mi

Comparison: 4 similar vehicles

Taylorsville, IN

2005 Chrysler Town & Country Touring

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

2005 Chrysler Town & Country Touring

Greenwood, IN

UnscoredInsufficient · 3
$2,488222,660 mi

Comparison: 3 similar vehicles

Greenwood, IN

2009 Nissan cube Base

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

2009 Nissan cube Base

Charlestown, IN

UnscoredInsufficient · 0
$2,495211,858 mi

Charlestown, IN

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Sellersburg, IN

UnscoredInsufficient · 4
$2,496199,367 mi

Comparison: 4 similar vehicles

Sellersburg, IN

2009 Honda Pilot Touring

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

2009 Honda Pilot Touring

Sellersburg, IN

UnscoredInsufficient · 3
$2,496296,282 mi

Comparison: 3 similar vehicles

Sellersburg, IN

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

New Albany, IN

UnscoredInsufficient · 0
$2,500152,293 mi

New Albany, IN

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Taylorsville, IN

Unscored
$2,544128,209 mi

Comparison: 5 similar vehicles

Taylorsville, IN

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Columbus, IN

Unscored
$2,550199,744 mi

Comparison: 28 similar vehicles

Columbus, IN

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

UnscoredInsufficient · 3
$2,650210,696 mi

Comparison: 3 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

1999 Ford Ranger XL

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

1999 Ford Ranger XL

Jeffersonville, IN

UnscoredInsufficient · 0
$2,800262,422 mi

Jeffersonville, IN

2011 Jeep Liberty Limited

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

2011 Jeep Liberty Limited

Hanover, IN

UnscoredInsufficient · 3
$2,900140,638 mi

Comparison: 3 similar vehicles

Hanover, IN

2005 Honda Accord DX

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

2005 Honda Accord DX

Jeffersonville, IN

UnscoredInsufficient · 0
$2,900247,000 mi

Jeffersonville, IN

2003 Toyota RAV4 Base

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

2003 Toyota RAV4 Base

Brownstown, IN

UnscoredInsufficient · 0
$2,900156,637 mi

Brownstown, IN

2009 Ford Mustang Deluxe

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

2009 Ford Mustang Deluxe

New Albany, IN

UnscoredInsufficient · 0
$2,950263,995 mi

New Albany, IN

2004 Chevrolet Malibu LS

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

2004 Chevrolet Malibu LS

Indianapolis, IN

UnscoredInsufficient · 0
$2,988238,238 mi

Indianapolis, IN

2013 Dodge Dart Limited

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

2013 Dodge Dart Limited

Crestwood, KY

Salvage title
$2,995169,140 mi

Crestwood, KY

2012 Nissan Versa SL

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

2012 Nissan Versa SL

Sellersburg, IN

UnscoredInsufficient · 0
$2,995165,180 mi

Sellersburg, IN

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Martinsville, IN

UnscoredInsufficient · 3
$2,995198,931 mi

Comparison: 3 similar vehicles

Martinsville, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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