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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

3,260 listings found

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Mishawaka, IN

UnscoredRobust · 59
$1,650208,843 mi

Comparison: 59 similar vehicles

Mishawaka, IN

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Mishawaka, IN

UnscoredLimited · 10
$1,995230,793 mi

Comparison: 10 similar vehicles

Mishawaka, IN

2011 Dodge Avenger Mainstreet

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

2011 Dodge Avenger Mainstreet

Mishawaka, IN

UnscoredLimited · 8
$1,995204,993 mi

Comparison: 8 similar vehicles

Mishawaka, IN

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Mishawaka, IN

UnscoredInsufficient · 0
$1,995180,083 mi

Mishawaka, IN

2007 Chrysler Sebring Touring

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

2007 Chrysler Sebring Touring

Mishawaka, IN

UnscoredInsufficient · 4
$2,195226,723 mi

Comparison: 4 similar vehicles

Mishawaka, IN

2000 Ford Taurus SE

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

2000 Ford Taurus SE

Merrillville, IN

UnscoredInsufficient · 0
$2,200177,359 mi

Merrillville, IN

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Mishawaka, IN

UnscoredModerate · 26
$2,450247,173 mi

Comparison: 26 similar vehicles

Mishawaka, IN

No Photo

2008 Mazda MAZDA6 i Sport

Chicago Heights, IL

UnscoredInsufficient · 0
$2,499Mileage not verified

Chicago Heights, IL

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Gary, IN

UnscoredLimited · 5
$2,500190,959 mi

Comparison: 5 similar vehicles

Gary, IN

2009 Honda Accord LX-P

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

2009 Honda Accord LX-P

Mishawaka, IN

UnscoredModerate · 20
$2,500209,553 mi

Comparison: 20 similar vehicles

Mishawaka, IN

2000 Lexus GS 300

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

2000 Lexus GS 300

Lake Station, IN

UnscoredInsufficient · 3
$2,500225,614 mi

Comparison: 3 similar vehicles

Lake Station, IN

1998 Honda Accord EX

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

1998 Honda Accord EX

Lake Station, IN

UnscoredInsufficient · 0
$2,500197,365 mi

Lake Station, IN

2007 Hyundai Azera SE

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

2007 Hyundai Azera SE

Gary, IN

UnscoredInsufficient · 0
$2,561149,281 mi

Gary, IN

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Mishawaka, IN

UnscoredRobust · 59
$2,599195,963 mi

Comparison: 59 similar vehicles

Mishawaka, IN

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Warsaw, IN

UnscoredRobust · 58
$2,600146,269 mi

Comparison: 58 similar vehicles

Warsaw, IN

2010 Ford Focus SES

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

2010 Ford Focus SES

Griffith, IN

UnscoredInsufficient · 0
$2,899222,027 mi

Griffith, IN

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Calumet City, IL

UnscoredModerate · 24
$2,900160,231 mi

Comparison: 24 similar vehicles

Calumet City, IL

2010 Ford Fusion Hybrid

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

2010 Ford Fusion Hybrid

Gary, IN

UnscoredLimited · 8
$2,990105,660 mi

Comparison: 8 similar vehicles

Gary, IN

2008 Dodge Avenger SE

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

2008 Dodge Avenger SE

Mishawaka, IN

UnscoredLimited · 5
$2,995Mileage not verified

Comparison: 5 similar vehicles

Mishawaka, IN

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Mishawaka, IN

UnscoredModerate · 32
$2,995158,000 mi

Comparison: 32 similar vehicles

Mishawaka, IN

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

Steger, IL

UnscoredLimited · 7
$2,995123,074 mi

Comparison: 7 similar vehicles

Steger, IL

2003 Mercury Grand Marquis LS

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

2003 Mercury Grand Marquis LS

Calumet City, IL

UnscoredInsufficient · 0
$2,995133,205 mi

Calumet City, IL

2002 Volvo S80 2.9 A SR

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

2002 Volvo S80 2.9 A SR

Mishawaka, IN

UnscoredInsufficient · 0
$2,995152,923 mi

Mishawaka, IN

2008 Chevrolet Impala LTZ

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

2008 Chevrolet Impala LTZ

Mishawaka, IN

UnscoredLimited · 7
$2,999142,012 mi

Comparison: 7 similar vehicles

Mishawaka, IN

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

South Bend, IN

UnscoredInsufficient · 3
$3,000173,855 mi

Comparison: 3 similar vehicles

South Bend, IN

2010 Nissan Sentra SR

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

2010 Nissan Sentra SR

Plymouth, IN

UnscoredLimited · 7
$3,195148,997 mi

Comparison: 7 similar vehicles

Plymouth, IN

2001 Subaru Outback LIMITED

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

2001 Subaru Outback LIMITED

Merrillville, IN

UnscoredInsufficient · 0
$3,200147,637 mi

Merrillville, IN

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Warsaw, IN

UnscoredRobust · 74
$3,240203,910 mi

Comparison: 74 similar vehicles

Warsaw, IN

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Warsaw, IN

UnscoredInsufficient · 3
$3,240169,142 mi

Comparison: 3 similar vehicles

Warsaw, IN

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Mishawaka, IN

UnscoredModerate · 46
$3,299202,503 mi

Comparison: 46 similar vehicles

Mishawaka, IN

2010 Pontiac G6

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

2010 Pontiac G6

Crown Point, IN

UnscoredInsufficient · 0
$3,300188,458 mi

Crown Point, IN

1999 Cadillac DeVille Base

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

1999 Cadillac DeVille Base

Gary, IN

UnscoredInsufficient · 0
$3,300142,000 mi

Gary, IN

2004 Chevrolet Malibu LS

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

2004 Chevrolet Malibu LS

Mishawaka, IN

UnscoredInsufficient · 0
$3,450112,826 mi

Mishawaka, IN

2001 Honda Civic EX

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

2001 Honda Civic EX

Lake Station, IN

UnscoredInsufficient · 0
$3,495133,642 mi

Lake Station, IN

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Hammond, IN

UnscoredLimited · 12
$3,500195,702 mi

Comparison: 12 similar vehicles

Hammond, IN

2011 Ford Crown Victoria Police

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

2011 Ford Crown Victoria Police

Lake Station, IN

UnscoredInsufficient · 3
$3,500167,955 mi

Comparison: 3 similar vehicles

Lake Station, IN

2016 Chevrolet Sonic LS

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

2016 Chevrolet Sonic LS

Mishawaka, IN

UnscoredLimited · 16
$3,599157,193 mi

Comparison: 16 similar vehicles

Mishawaka, IN

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Mishawaka, IN

UnscoredModerate · 35
$3,599173,843 mi

Comparison: 35 similar vehicles

Mishawaka, IN

2007 Cadillac STS V6

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

2007 Cadillac STS V6

Mishawaka, IN

UnscoredInsufficient · 4
$3,599100,383 mi

Comparison: 4 similar vehicles

Mishawaka, IN

2009 Chrysler Sebring Limited

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

2009 Chrysler Sebring Limited

Lake Station, IN

UnscoredInsufficient · 0
$3,600120,834 mi

Lake Station, IN

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Michigan City, IN

UnscoredInsufficient · 0
$3,684170,199 mi

Michigan City, IN

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

La Porte, IN

UnscoredRobust · 58
$3,761204,559 mi

Comparison: 58 similar vehicles

La Porte, IN

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Plymouth, IN

UnscoredLimited · 10
$3,795174,438 mi

Comparison: 10 similar vehicles

Plymouth, IN

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Plymouth, IN

UnscoredRobust · 132
$3,795146,018 mi

Comparison: 132 similar vehicles

Plymouth, IN

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Mishawaka, IN

UnscoredInsufficient · 3
$3,795191,573 mi

Comparison: 3 similar vehicles

Mishawaka, IN

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Mishawaka, IN

UnscoredLimited · 6
$3,799187,293 mi

Comparison: 6 similar vehicles

Mishawaka, IN

2009 Lincoln MKS Base

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

2009 Lincoln MKS Base

Mishawaka, IN

UnscoredLimited · 5
$3,799169,123 mi

Comparison: 5 similar vehicles

Mishawaka, IN

2009 Nissan Sentra SR

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

2009 Nissan Sentra SR

Mishawaka, IN

UnscoredInsufficient · 0
$3,799193,550 mi

Mishawaka, IN

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Merrillville, IN

UnscoredInsufficient · 4
$3,900136,611 mi

Comparison: 4 similar vehicles

Merrillville, IN

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Merrillville, IN

UnscoredLimited · 8
$3,900222,410 mi

Comparison: 8 similar vehicles

Merrillville, 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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