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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

32,954 listings found

No Photo

2008 Nissan Rogue S

Indianapolis, IN

UnscoredInsufficient · 3
$1,350232,878 mi

Comparison: 3 similar vehicles

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

2020 Volkswagen Passat SE

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

2020 Volkswagen Passat SE

Indianapolis, IN

UnscoredInsufficient · 0
$1,50043,000 mi

Indianapolis, IN

2004 Subaru Outback Base

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

2004 Subaru Outback Base

Bedford, IN

UnscoredInsufficient · 0
$1,500218,000 mi

Bedford, IN

2010 Chevrolet Equinox LS

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

2010 Chevrolet Equinox LS

Bedford, IN

Unscored
$1,749234,917 mi

Comparison: 7 similar vehicles

Bedford, IN

2001 Mercury Grand Marquis LS

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

2001 Mercury Grand Marquis LS

Bedford, IN

UnscoredInsufficient · 0
$1,750202,101 mi

Bedford, IN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Plainfield, IN

Unscored
$1,979313,472 mi

Comparison: 27 similar vehicles

Plainfield, 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
$1,997243,409 mi

Comparison: 3 similar vehicles

Columbus, 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

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

UnscoredInsufficient · 0
$2,108250,225 mi

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

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 Focus SE

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

2008 Ford Focus SE

Milan, IN

Unscored
$2,238317,049 mi

Comparison: 14 similar vehicles

Milan, 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
$2,250250,123 mi

Greenwood, IN

2011 Chevrolet Cruze 2LT

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

2011 Chevrolet Cruze 2LT

Plainfield, IN

Unscored
$2,275156,917 mi

Comparison: 8 similar vehicles

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

Columbus, IN

UnscoredInsufficient · 3
$2,294394,885 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

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

2002 Ford Explorer Sport

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

2002 Ford Explorer Sport

Edinburgh, IN

UnscoredInsufficient · 0
$2,400128,000 mi

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
$2,449237,304 mi

Indianapolis, IN

2018 Nissan Versa Sedan S Plus

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

2018 Nissan Versa Sedan S Plus

Indianapolis, IN

UnscoredInsufficient · 3
$2,495172,439 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2004 Ford Escape XLT

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

2004 Ford Escape XLT

Indianapolis, IN

UnscoredInsufficient · 0
$2,495132,579 mi

Indianapolis, IN

2000 Buick Century LIMITED

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

2000 Buick Century LIMITED

Indianapolis, IN

UnscoredInsufficient · 0
$2,495Mileage not verified

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

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Bedford, IN

Unscored
$2,499267,327 mi

Comparison: 32 similar vehicles

Bedford, IN

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Indianapolis, IN

Unscored
$2,500211,530 mi

Comparison: 28 similar vehicles

Indianapolis, IN

2009 Nissan Altima S

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

2009 Nissan Altima S

Greenwood, IN

Unscored
$2,500181,223 mi

Comparison: 26 similar vehicles

Greenwood, IN

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Indianapolis, IN

Unscored
$2,500205,635 mi

Comparison: 10 similar vehicles

Indianapolis, 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 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

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

Unscored
$2,500222,660 mi

Comparison: 5 similar vehicles

Greenwood, IN

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Greenwood, IN

Unscored
$2,588128,209 mi

Comparison: 8 similar vehicles

Greenwood, 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

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

Indianapolis, IN

Unscored
$2,700152,601 mi

Comparison: 59 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

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: 14 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

UnscoredInsufficient · 3
$2,795133,000 mi

Comparison: 3 similar vehicles

Indianapolis, 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 · 3
$2,900189,389 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Hanover, IN

Unscored
$2,900311,623 mi

Comparison: 28 similar vehicles

Hanover, IN

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Mooresville, IN

Unscored
$2,900292,526 mi

Comparison: 10 similar vehicles

Mooresville, IN

No Photo

2007 Toyota Prius Touring

Indianapolis, IN

Unscored
$2,900230,799 mi

Comparison: 6 similar vehicles

Indianapolis, 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

2002 Ford Focus SE

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

2002 Ford Focus SE

Indianapolis, IN

UnscoredInsufficient · 0
$2,90091,440 mi

Indianapolis, IN

2002 Volvo S60 2.4T

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

2002 Volvo S60 2.4T

Mooresville, IN

UnscoredInsufficient · 0
$2,90050,795 mi

Mooresville, IN

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Indianapolis, IN

Unscored
$2,966220,815 mi

Comparison: 13 similar vehicles

Indianapolis, 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

Greenwood, IN

UnscoredInsufficient · 0
$2,988165,243 mi

Greenwood, 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.
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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