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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

19,956 listings found

1997 Oldsmobile Aurora

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

1997 Oldsmobile Aurora

Butler, IN

UnscoredInsufficient · 0
$1,295360,000 mi

Butler, IN

No Photo

1999 Jeep Grand Cherokee LAREDO

Defiance, OH

UnscoredLimited · 7
$1,496276,111 mi

Comparison: 7 similar vehicles

Defiance, OH

2006 Dodge Stratus SXT

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

2006 Dodge Stratus SXT

Fort Wayne, IN

UnscoredLimited · 5
$1,762224,150 mi

Comparison: 5 similar vehicles

Fort Wayne, IN

2007 Cadillac SRX Base

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

2007 Cadillac SRX Base

Larwill, IN

UnscoredLimited · 10
$1,906160,000 mi

Comparison: 10 similar vehicles

Larwill, IN

No Photo

2012 Ford Fusion S

Auburn, IN

Salvage title
$2,000180,000 mi

Auburn, IN

2005 Pontiac Grand Prix GT

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

2005 Pontiac Grand Prix GT

Auburn, IN

UnscoredInsufficient · 0
$2,000275,022 mi

Auburn, IN

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Larwill, IN

UnscoredLimited · 6
$2,052257,685 mi

Comparison: 6 similar vehicles

Larwill, IN

2004 Chevrolet Suburban LS

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

2004 Chevrolet Suburban LS

Columbia City, IN

UnscoredLimited · 15
$2,161254,152 mi

Comparison: 15 similar vehicles

Columbia City, IN

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Fort Wayne, IN

UnscoredInsufficient · 3
$2,262230,845 mi

Comparison: 3 similar vehicles

Fort Wayne, IN

2012 Dodge Avenger SXT Plus

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

2012 Dodge Avenger SXT Plus

Van Wert, OH

UnscoredInsufficient · 0
$2,495308,500 mi

Van Wert, OH

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Fort Wayne, IN

UnscoredRobust · 66
$2,499264,203 mi

Comparison: 66 similar vehicles

Fort Wayne, IN

2010 Hyundai Elantra Blue

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

2010 Hyundai Elantra Blue

Fort Wayne, IN

UnscoredInsufficient · 3
$2,499Mileage not verified

Comparison: 3 similar vehicles

Fort Wayne, IN

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Fort Wayne, IN

UnscoredLimited · 10
$2,500157,869 mi

Comparison: 10 similar vehicles

Fort Wayne, IN

No Photo

2009 Nissan Sentra S

Fort Wayne, IN

UnscoredInsufficient · 3
$2,500215,609 mi

Comparison: 3 similar vehicles

Fort Wayne, IN

1983 Honda Unknown

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

1983 Honda Unknown

New Haven, IN

UnscoredInsufficient · 0
$2,50027,361 mi

New Haven, 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

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Butler, IN

UnscoredLimited · 7
$2,695237,226 mi

Comparison: 7 similar vehicles

Butler, IN

2001 Subaru Outback LIMITED

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

2001 Subaru Outback LIMITED

Fort Wayne, IN

UnscoredInsufficient · 0
$2,699Mileage not verified

Fort Wayne, IN

2014 Nissan Maxima S

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

2014 Nissan Maxima S

Larwill, IN

UnscoredModerate · 22
$2,702158,635 mi

Comparison: 22 similar vehicles

Larwill, IN

2005 Hyundai Tucson GLS

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

2005 Hyundai Tucson GLS

Columbia City, IN

UnscoredInsufficient · 0
$2,763185,370 mi

Columbia City, IN

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Wabash, IN

UnscoredLimited · 5
$2,783338,300 mi

Comparison: 5 similar vehicles

Wabash, IN

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Fort Wayne, IN

UnscoredLimited · 11
$2,799Mileage not verified

Comparison: 11 similar vehicles

Fort Wayne, IN

2004 Volvo S60 2.5T

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

2004 Volvo S60 2.5T

Auburn, IN

UnscoredInsufficient · 0
$2,800236,802 mi

Auburn, IN

2010 Pontiac G6

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

2010 Pontiac G6

Antwerp, OH

UnscoredLimited · 5
$2,895167,118 mi

Comparison: 5 similar vehicles

Antwerp, OH

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Warsaw, IN

UnscoredModerate · 23
$2,900196,000 mi

Comparison: 23 similar vehicles

Warsaw, IN

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

New Haven, IN

UnscoredLimited · 7
$2,900208,746 mi

Comparison: 7 similar vehicles

New Haven, IN

2014 Ford Focus SE

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

2014 Ford Focus SE

Muncie, IN

UnscoredLimited · 13
$2,942196,448 mi

Comparison: 13 similar vehicles

Muncie, IN

2012 Chevrolet Cruze ECO

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

2012 Chevrolet Cruze ECO

Berne, IN

UnscoredModerate · 34
$2,950139,919 mi

Comparison: 34 similar vehicles

Berne, IN

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Celina, OH

UnscoredModerate · 23
$2,995183,518 mi

Comparison: 23 similar vehicles

Celina, OH

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Butler, IN

Fair PriceLimited · 10
$2,995Mileage not verified

Market: $1,500 – $5,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

Butler, IN

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Butler, IN

UnscoredModerate · 47
$2,995259,048 mi

Comparison: 47 similar vehicles

Butler, IN

2009 Mazda Tribute i Sport

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

2009 Mazda Tribute i Sport

Warsaw, IN

UnscoredInsufficient · 0
$2,998222,090 mi

Warsaw, IN

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Fort Wayne, IN

Salvage title
$2,999Mileage not verified

Fort Wayne, IN

2008 Saturn Outlook XE

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

2008 Saturn Outlook XE

Fort Wayne, IN

UnscoredInsufficient · 4
$2,999Mileage not verified

Comparison: 4 similar vehicles

Fort Wayne, IN

2010 Chevrolet Equinox LTZ

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

2010 Chevrolet Equinox LTZ

Paulding, OH

UnscoredModerate · 28
$3,000169,631 mi

Comparison: 28 similar vehicles

Paulding, OH

1998 GMC Savana

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

1998 GMC Savana

Auburn, IN

UnscoredInsufficient · 0
$3,000260,258 mi

Auburn, IN

2012 Chevrolet Traverse LS

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

2012 Chevrolet Traverse LS

Larwill, IN

UnscoredModerate · 25
$3,052200,800 mi

Comparison: 25 similar vehicles

Larwill, IN

2010 GMC Acadia SL

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

2010 GMC Acadia SL

Larwill, IN

UnscoredLimited · 8
$3,108225,923 mi

Comparison: 8 similar vehicles

Larwill, IN

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Butler, IN

UnscoredModerate · 46
$3,150201,686 mi

Comparison: 46 similar vehicles

Butler, IN

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Larwill, IN

UnscoredInsufficient · 3
$3,202105,325 mi

Comparison: 3 similar vehicles

Larwill, IN

2011 Ford Fiesta SES

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

2011 Ford Fiesta SES

Warsaw, IN

UnscoredLimited · 7
$3,240149,647 mi

Comparison: 7 similar vehicles

Warsaw, 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 · 81
$3,240203,910 mi

Comparison: 81 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

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Fort Wayne, IN

UnscoredLimited · 12
$3,253249,654 mi

Comparison: 12 similar vehicles

Fort Wayne, IN

2009 Ford Fusion SE

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

2009 Ford Fusion SE

Fort Wayne, IN

UnscoredLimited · 14
$3,299Mileage not verified

Comparison: 14 similar vehicles

Fort Wayne, IN

2008 Kia Sedona EX

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

2008 Kia Sedona EX

Fort Wayne, IN

UnscoredInsufficient · 0
$3,399Mileage not verified

Fort Wayne, IN

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Fort Wayne, IN

UnscoredInsufficient · 0
$3,399Mileage not verified

Fort Wayne, IN

2005 GMC Envoy XL SLE

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

2005 GMC Envoy XL SLE

New Haven, IN

UnscoredInsufficient · 3
$3,400210,072 mi

Comparison: 3 similar vehicles

New Haven, IN

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

New Haven, IN

UnscoredLimited · 19
$3,400254,720 mi

Comparison: 19 similar vehicles

New Haven, IN

2013 Ford Escape S

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

2013 Ford Escape S

Fort Wayne, IN

Fair PriceModerate · 32
$3,499Mileage not verified

Market: $2,300 – $8,995

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Fort Wayne, 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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