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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 22, 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

548 listings found

2010 Nissan Altima S

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

2010 Nissan Altima S

Harvey, IL

UnscoredLimited · 8
$1,700Mileage not verified

Comparison: 8 similar vehicles

Harvey, IL

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Harvey, IL

UnscoredLimited · 5
$1,700Mileage not verified

Comparison: 5 similar vehicles

Harvey, IL

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
$2,500231,647 mi

Comparison: 4 similar vehicles

West Lafayette, IN

2012 Kia Forte Koup EX

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

2012 Kia Forte Koup EX

Plymouth, IN

UnscoredInsufficient · 0
$3,59585,952 mi

Plymouth, IN

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Harvey, IL

UnscoredLimited · 8
$3,700Mileage not verified

Comparison: 8 similar vehicles

Harvey, IL

2008 Nissan Altima SE

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

2008 Nissan Altima SE

West Lafayette, IN

UnscoredInsufficient · 4
$3,800178,542 mi

Comparison: 4 similar vehicles

West Lafayette, IN

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Schererville, IN

UnscoredModerate · 24
$3,995180,420 mi

Comparison: 24 similar vehicles

Schererville, IN

2009 Ford Mustang Premium

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

2009 Ford Mustang Premium

Merrillville, IN

UnscoredInsufficient · 0
$4,900126,843 mi

Merrillville, IN

2008 Ford Focus SE

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

2008 Ford Focus SE

Rensselaer, IN

UnscoredModerate · 31
$4,969153,102 mi

Comparison: 31 similar vehicles

Rensselaer, IN

2001 Saturn S-Series SC2

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

2001 Saturn S-Series SC2

Lake Station, IN

UnscoredInsufficient · 0
$4,99582,025 mi

Lake Station, IN

2008 Toyota Camry Solara SE

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

2008 Toyota Camry Solara SE

Hammond, IN

UnscoredLimited · 6
$5,093143,106 mi

Comparison: 6 similar vehicles

Hammond, IN

2001 Chevrolet Monte Carlo SS

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

2001 Chevrolet Monte Carlo SS

Markham, IL

UnscoredInsufficient · 0
$5,20046,516 mi

Markham, IL

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

Harvey, IL

UnscoredLimited · 5
$5,300117,000 mi

Comparison: 5 similar vehicles

Harvey, IL

2008 Pontiac G6 GT

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

2008 Pontiac G6 GT

Crestwood, IL

UnscoredLimited · 13
$5,499122,962 mi

Comparison: 13 similar vehicles

Crestwood, IL

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Brook, IN

UnscoredModerate · 25
$5,500193,221 mi

Comparison: 25 similar vehicles

Brook, IN

2014 Hyundai Genesis Coupe Premium

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

2014 Hyundai Genesis Coupe Premium

Kankakee, IL

UnscoredInsufficient · 0
$5,995170,779 mi

Kankakee, IL

2006 Mitsubishi Eclipse GT

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

2006 Mitsubishi Eclipse GT

Crown Point, IN

UnscoredInsufficient · 0
$5,999162,740 mi

Crown Point, IN

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Merrillville, IN

UnscoredLimited · 8
$6,80063,996 mi

Comparison: 8 similar vehicles

Merrillville, IN

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Merrillville, IN

UnscoredInsufficient · 4
$6,900133,759 mi

Comparison: 4 similar vehicles

Merrillville, IN

2006 Scion tC Base

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

2006 Scion tC Base

Calumet City, IL

UnscoredInsufficient · 0
$6,99592,110 mi

Calumet City, IL

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

West Lafayette, IN

UnscoredLimited · 7
$7,500125,367 mi

Comparison: 7 similar vehicles

West Lafayette, IN

2017 Honda Accord LX-S

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

2017 Honda Accord LX-S

South Holland, IL

UnscoredInsufficient · 4
$7,950147,420 mi

Comparison: 4 similar vehicles

South Holland, IL

2007 Chevrolet Monte Carlo SS

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

2007 Chevrolet Monte Carlo SS

Kankakee, IL

UnscoredInsufficient · 0
$8,37294,125 mi

Kankakee, IL

2012 Cadillac CTS Coupe Performance Collection

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

2012 Cadillac CTS Coupe Performance Collection

Schererville, IN

UnscoredInsufficient · 0
$8,495134,923 mi

Schererville, IN

2002 Chevrolet Camaro Z28

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

2002 Chevrolet Camaro Z28

West Lafayette, IN

UnscoredLimited · 6
$8,90098,710 mi

Comparison: 6 similar vehicles

West Lafayette, IN

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Trail Creek, IN

UnscoredLimited · 8
$8,95081,128 mi

Comparison: 8 similar vehicles

Trail Creek, IN

2001 Cadillac Eldorado ETC

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

2001 Cadillac Eldorado ETC

Tinley Park, IL

UnscoredInsufficient · 0
$8,99081,185 mi

Tinley Park, IL

2018 BMW 4 Series 430i

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

2018 BMW 4 Series 430i

Griffith, IN

UnscoredLimited · 5
$8,995163,036 mi

Comparison: 5 similar vehicles

Griffith, IN

2015 Cadillac ATS Coupe Luxury Collection

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

2015 Cadillac ATS Coupe Luxury Collection

Lake Station, IN

UnscoredInsufficient · 0
$8,995154,420 mi

Lake Station, IN

2014 BMW 4 Series 435i

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

2014 BMW 4 Series 435i

Griffith, IN

UnscoredInsufficient · 4
$8,995129,207 mi

Comparison: 4 similar vehicles

Griffith, IN

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Calumet City, IL

Salvage title
$8,995106,100 mi

Calumet City, IL

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Crestwood, IL

UnscoredInsufficient · 3
$8,999121,510 mi

Comparison: 3 similar vehicles

Crestwood, IL

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Crestwood, IL

UnscoredLimited · 6
$8,99982,034 mi

Comparison: 6 similar vehicles

Crestwood, IL

2018 Audi A5 Coupe Premium Plus

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

2018 Audi A5 Coupe Premium Plus

Griffith, IN

UnscoredLimited · 17
$9,500139,511 mi

Comparison: 17 similar vehicles

Griffith, IN

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Brook, IN

UnscoredModerate · 30
$9,500152,395 mi

Comparison: 30 similar vehicles

Brook, IN

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Frankfort, IL

UnscoredInsufficient · 4
$9,977111,998 mi

Comparison: 4 similar vehicles

Frankfort, IL

2015 BMW 2 Series 228i

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

2015 BMW 2 Series 228i

Crestwood, IL

Fair PriceLimited · 12
$9,99593,447 mi

Market: $9,995 – $17,138

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Crestwood, IL

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Portage, IN

UnscoredLimited · 9
$9,995125,707 mi

Comparison: 9 similar vehicles

Portage, IN

2012 Chevrolet Camaro 2LS

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

2012 Chevrolet Camaro 2LS

West Lafayette, IN

UnscoredLimited · 11
$9,995128,254 mi

Comparison: 11 similar vehicles

West Lafayette, IN

2008 Mercedes-Benz CL-Class CL63

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

2008 Mercedes-Benz CL-Class CL63

Griffith, IN

UnscoredInsufficient · 3
$9,995123,682 mi

Comparison: 3 similar vehicles

Griffith, IN

2010 Chevrolet Camaro LS

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

2010 Chevrolet Camaro LS

Portage, IN

UnscoredInsufficient · 0
$10,103102,518 mi

Portage, IN

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Hammond, IN

UnscoredInsufficient · 3
$10,194116,870 mi

Comparison: 3 similar vehicles

Hammond, IN

2012 Dodge Challenger SRT8

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

2012 Dodge Challenger SRT8

Rensselaer, IN

UnscoredInsufficient · 3
$10,365210,170 mi

Comparison: 3 similar vehicles

Rensselaer, IN

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Manteno, IL

UnscoredLimited · 7
$10,366166,400 mi

Comparison: 7 similar vehicles

Manteno, IL

2019 Cadillac ATS Coupe Base

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

2019 Cadillac ATS Coupe Base

Crestwood, IL

UnscoredInsufficient · 0
$10,769120,351 mi

Crestwood, IL

2006 Ford Mustang GT Deluxe

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

2006 Ford Mustang GT Deluxe

Crestwood, IL

UnscoredLimited · 8
$10,799153,757 mi

Comparison: 8 similar vehicles

Crestwood, IL

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Whiting, IN

UnscoredLimited · 5
$10,900146,804 mi

Comparison: 5 similar vehicles

Whiting, IN

2013 Cadillac CTS Coupe Performance Collection

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

2013 Cadillac CTS Coupe Performance Collection

Bourbonnais, IL

UnscoredLimited · 5
$10,980101,553 mi

Comparison: 5 similar vehicles

Bourbonnais, IL

2017 Chevrolet Camaro 2LT

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

2017 Chevrolet Camaro 2LT

Merrillville, IN

UnscoredLimited · 5
$11,000125,181 mi

Comparison: 5 similar vehicles

Merrillville, IN

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Merrillville, IN

UnscoredInsufficient · 3
$11,251122,246 mi

Comparison: 3 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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