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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 8, 2026

7.3M+

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

41,930 listings found

2008 Nissan Rogue S

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

2008 Nissan Rogue S

Indianapolis, IN

Unscored
$1,350232,878 mi

Comparison: 6 similar vehicles

Indianapolis, IN

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Indianapolis, IN

UnscoredInsufficient · 4
$1,400267,991 mi

Comparison: 4 similar vehicles

Indianapolis, IN

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

Unscored
$1,500203,612 mi

Comparison: 10 similar vehicles

Lafayette, IN

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Lafayette, IN

UnscoredInsufficient · 0
$1,750337,467 mi

Lafayette, IN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Avon, IN

Unscored
$1,979313,472 mi

Comparison: 26 similar vehicles

Avon, 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

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Indianapolis, IN

Unscored
$1,995217,220 mi

Comparison: 14 similar vehicles

Indianapolis, IN

2009 Ford Taurus SE

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

2009 Ford Taurus SE

Indianapolis, IN

UnscoredInsufficient · 0
$1,995202,151 mi

Indianapolis, IN

2004 Jeep Liberty Limited

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

2004 Jeep Liberty Limited

Indianapolis, IN

UnscoredInsufficient · 0
$1,995173,509 mi

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

Lebanon, IN

UnscoredInsufficient · 0
$1,997243,409 mi

Lebanon, IN

2009 Saturn Aura XE

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

2009 Saturn Aura XE

Plainfield, IN

UnscoredInsufficient · 0
$2,000105,468 mi

Plainfield, IN

2003 Toyota Matrix XR

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

2003 Toyota Matrix XR

Indianapolis, IN

UnscoredInsufficient · 0
$2,000271,000 mi

Indianapolis, IN

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Indianapolis, IN

Unscored
$2,200Mileage not verified

Comparison: 5 similar vehicles

Indianapolis, IN

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Plainfield, IN

UnscoredInsufficient · 0
$2,250216,385 mi

Plainfield, IN

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Indianapolis, IN

UnscoredInsufficient · 3
$2,294394,885 mi

Comparison: 3 similar vehicles

Indianapolis, 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

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

UnscoredInsufficient · 4
$2,300231,647 mi

Comparison: 4 similar vehicles

West Lafayette, 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 Nissan Sentra SR

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

2011 Nissan Sentra SR

Indianapolis, IN

Unscored
$2,400220,000 mi

Comparison: 6 similar vehicles

Indianapolis, 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

UnscoredInsufficient · 4
$2,450Mileage not verified

Comparison: 4 similar vehicles

Romney, IN

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Brownsburg, IN

Unscored
$2,490192,498 mi

Comparison: 19 similar vehicles

Brownsburg, IN

2009 Nissan Murano S

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

2009 Nissan Murano S

Indianapolis, IN

Unscored
$2,495158,453 mi

Comparison: 5 similar vehicles

Indianapolis, 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 · 3
$2,495191,383 mi

Comparison: 3 similar vehicles

Attica, IN

2001 Buick LeSabre Custom

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

2001 Buick LeSabre Custom

Indianapolis, IN

UnscoredInsufficient · 4
$2,495173,389 mi

Comparison: 4 similar vehicles

Indianapolis, IN

1998 Honda Civic LX

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

1998 Honda Civic LX

Indianapolis, IN

UnscoredInsufficient · 3
$2,495199,873 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Indianapolis, IN

UnscoredInsufficient · 3
$2,500188,500 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Terre Haute, IN

Unscored
$2,500201,069 mi

Comparison: 6 similar vehicles

Terre Haute, IN

2006 Ford Taurus SEL

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

2006 Ford Taurus SEL

Plainfield, IN

UnscoredInsufficient · 0
$2,500254,000 mi

Plainfield, IN

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Indianapolis, IN

UnscoredInsufficient · 0
$2,500157,655 mi

Indianapolis, IN

2006 Buick Rendezvous CX

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

2006 Buick Rendezvous CX

Plainfield, IN

Unscored
$2,500184,442 mi

Comparison: 6 similar vehicles

Plainfield, IN

2006 Kia Spectra 5

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

2006 Kia Spectra 5

Indianapolis, IN

UnscoredInsufficient · 0
$2,500135,700 mi

Indianapolis, IN

2003 Ford Taurus SE

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

2003 Ford Taurus SE

Indianapolis, IN

UnscoredInsufficient · 0
$2,50042,246 mi

Indianapolis, 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

Unscored
$2,600Mileage not verified

Comparison: 94 similar vehicles

Romney, IN

2005 Jeep Liberty Renegade

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

2005 Jeep Liberty Renegade

Indianapolis, IN

UnscoredInsufficient · 0
$2,600245,810 mi

Indianapolis, 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

Unscored
$2,695209,779 mi

Comparison: 12 similar vehicles

Attica, IN

2006 Chrysler PT Cruiser LIMITED

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

2006 Chrysler PT Cruiser LIMITED

Indianapolis, IN

Unscored
$2,695141,667 mi

Comparison: 7 similar vehicles

Indianapolis, 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

2014 Ford Focus SE

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

2014 Ford Focus SE

Indianapolis, IN

Unscored
$2,700152,601 mi

Comparison: 34 similar vehicles

Indianapolis, IN

2010 Volkswagen Jetta SportWagen S

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

2010 Volkswagen Jetta SportWagen S

Indianapolis, IN

UnscoredInsufficient · 0
$2,700159,588 mi

Indianapolis, 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

Unscored
$2,752194,206 mi

Comparison: 5 similar vehicles

Frankfort, IN

2013 FIAT 500 Pop

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

2013 FIAT 500 Pop

Indianapolis, IN

Unscored
$2,76094,320 mi

Comparison: 9 similar vehicles

Indianapolis, IN

2013 Ford Transit Connect XLT

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

2013 Ford Transit Connect XLT

Indianapolis, IN

Unscored
$2,795195,234 mi

Comparison: 54 similar vehicles

Indianapolis, IN

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Indianapolis, IN

Unscored
$2,795133,000 mi

Comparison: 41 similar vehicles

Indianapolis, IN

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Indianapolis, IN

Unscored
$2,800169,487 mi

Comparison: 11 similar vehicles

Indianapolis, IN

2013 Cadillac SRX Base

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

2013 Cadillac SRX Base

Tilton, IL

UnscoredInsufficient · 0
$2,800222,425 mi

Tilton, IL

2004 Chrysler Concorde LXI

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

2004 Chrysler Concorde LXI

Terre Haute, IN

UnscoredInsufficient · 0
$2,80095,711 mi

Terre Haute, IN

2003 Mercedes-Benz M-Class ML350

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

2003 Mercedes-Benz M-Class ML350

Indianapolis, IN

UnscoredInsufficient · 0
$2,895172,000 mi

Indianapolis, IN

2013 Chevrolet Spark LS

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

2013 Chevrolet Spark LS

Indianapolis, IN

UnscoredInsufficient · 0
$2,900189,389 mi

Indianapolis, IN

2013 Kia Soul +

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

2013 Kia Soul +

Lafayette, IN

Unscored
$2,900175,063 mi

Comparison: 34 similar vehicles

Lafayette, IN

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Lafayette, IN

Unscored
$2,900242,288 mi

Comparison: 28 similar vehicles

Lafayette, 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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