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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

1,531 listings found

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 · 0
$2,195191,383 mi

Attica, 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

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

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

UnscoredLimited · 15
$2,695209,779 mi

Comparison: 15 similar vehicles

Attica, 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

UnscoredLimited · 13
$2,752194,206 mi

Comparison: 13 similar vehicles

Frankfort, 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

UnscoredRobust · 99
$2,900Mileage not verified

Comparison: 99 similar vehicles

Romney, IN

2006 Mercedes-Benz E-Class E350

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

2006 Mercedes-Benz E-Class E350

Kokomo, IN

UnscoredLimited · 9
$2,995Mileage not verified

Comparison: 9 similar vehicles

Kokomo, IN

2012 Buick Regal GS

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

2012 Buick Regal GS

Lafayette, IN

UnscoredInsufficient · 3
$3,000151,050 mi

Comparison: 3 similar vehicles

Lafayette, IN

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Lafayette, IN

UnscoredInsufficient · 4
$3,085253,748 mi

Comparison: 4 similar vehicles

Lafayette, 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

2004 Dodge Intrepid ES

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

2004 Dodge Intrepid ES

West Lafayette, IN

UnscoredInsufficient · 0
$3,20092,613 mi

West Lafayette, 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

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Kokomo, IN

UnscoredRobust · 60
$3,500209,718 mi

Comparison: 60 similar vehicles

Kokomo, IN

2007 Mercury Milan Premier

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

2007 Mercury Milan Premier

Romney, IN

UnscoredInsufficient · 0
$3,500Mileage not verified

Romney, IN

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Kokomo, IN

UnscoredInsufficient · 3
$3,500158,287 mi

Comparison: 3 similar vehicles

Kokomo, IN

2005 Pontiac Grand Am SE

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

2005 Pontiac Grand Am SE

Lafayette, IN

UnscoredInsufficient · 0
$3,500Mileage not verified

Lafayette, IN

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Lafayette, IN

UnscoredLimited · 10
$3,700188,302 mi

Comparison: 10 similar vehicles

Lafayette, 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 · 130
$3,795146,018 mi

Comparison: 130 similar vehicles

Plymouth, IN

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Attica, IN

UnscoredRobust · 103
$3,895203,442 mi

Comparison: 103 similar vehicles

Attica, 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 · 7
$3,900222,410 mi

Comparison: 7 similar vehicles

Merrillville, IN

2003 Honda Accord EX

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

2003 Honda Accord EX

Merrillville, IN

UnscoredLimited · 12
$3,900197,977 mi

Comparison: 12 similar vehicles

Merrillville, IN

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Merrillville, IN

UnscoredModerate · 31
$3,900201,955 mi

Comparison: 31 similar vehicles

Merrillville, IN

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Romney, IN

UnscoredInsufficient · 3
$3,950Mileage not verified

Comparison: 3 similar vehicles

Romney, IN

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Rochester, IN

UnscoredRobust · 149
$3,977138,759 mi

Comparison: 149 similar vehicles

Rochester, IN

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Rensselaer, IN

UnscoredInsufficient · 0
$3,979133,260 mi

Rensselaer, IN

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Kokomo, IN

UnscoredModerate · 45
$3,995191,839 mi

Comparison: 45 similar vehicles

Kokomo, IN

2007 Cadillac DTS Luxury II

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

2007 Cadillac DTS Luxury II

Wheatfield, IN

UnscoredInsufficient · 0
$3,995203,818 mi

Wheatfield, IN

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Lafayette, IN

UnscoredLimited · 10
$4,175203,910 mi

Comparison: 10 similar vehicles

Lafayette, IN

2008 Honda Civic LX

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

2008 Honda Civic LX

Attica, IN

UnscoredModerate · 21
$4,195181,941 mi

Comparison: 21 similar vehicles

Attica, IN

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Kokomo, IN

UnscoredModerate · 37
$4,200178,816 mi

Comparison: 37 similar vehicles

Kokomo, IN

2012 Buick LaCrosse Premium 3

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

2012 Buick LaCrosse Premium 3

Merrillville, IN

UnscoredInsufficient · 4
$4,200179,317 mi

Comparison: 4 similar vehicles

Merrillville, IN

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Rochester, IN

UnscoredInsufficient · 3
$4,233190,891 mi

Comparison: 3 similar vehicles

Rochester, IN

2002 Chevrolet Impala Base

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

2002 Chevrolet Impala Base

Monticello, IN

UnscoredInsufficient · 0
$4,288163,457 mi

Monticello, IN

2011 Ford Focus SE

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

2011 Ford Focus SE

Lafayette, IN

UnscoredLimited · 15
$4,363169,249 mi

Comparison: 15 similar vehicles

Lafayette, IN

2003 Mercedes-Benz E-Class E320

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

2003 Mercedes-Benz E-Class E320

Lafayette, IN

UnscoredInsufficient · 3
$4,527178,754 mi

Comparison: 3 similar vehicles

Lafayette, IN

2015 Chevrolet Sonic LTZ

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

2015 Chevrolet Sonic LTZ

Plymouth, IN

Fair PriceModerate · 40
$4,595110,856 mi

Market: $4,950 – $13,543

Comparison: 40 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 6 days listed (based on current market benchmarks)

Plymouth, IN

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Plymouth, IN

UnscoredRobust · 59
$4,595121,306 mi

Comparison: 59 similar vehicles

Plymouth, IN

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Lafayette, IN

UnscoredLimited · 6
$4,721227,000 mi

Comparison: 6 similar vehicles

Lafayette, IN

2010 Honda Civic LX-S

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

2010 Honda Civic LX-S

Kokomo, IN

UnscoredLimited · 6
$4,739253,428 mi

Comparison: 6 similar vehicles

Kokomo, IN

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Plymouth, IN

Salvage title
$4,795145,297 mi

Plymouth, IN

2011 Cadillac STS Premium

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

2011 Cadillac STS Premium

West Lafayette, IN

UnscoredInsufficient · 0
$4,800184,762 mi

West Lafayette, IN

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Merrillville, IN

UnscoredLimited · 16
$4,900126,352 mi

Comparison: 16 similar vehicles

Merrillville, IN

2012 Honda Civic HF

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

2012 Honda Civic HF

Crown Point, IN

UnscoredInsufficient · 0
$4,900232,282 mi

Crown Point, IN

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Crown Point, IN

UnscoredInsufficient · 3
$4,900166,509 mi

Comparison: 3 similar vehicles

Crown Point, IN

2006 Toyota Corolla LE

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

2006 Toyota Corolla LE

Merrillville, IN

UnscoredInsufficient · 0
$4,900130,869 mi

Merrillville, IN

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Rensselaer, IN

UnscoredLimited · 11
$4,926157,271 mi

Comparison: 11 similar vehicles

Rensselaer, IN

2009 Chevrolet Malibu 1LT

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

2009 Chevrolet Malibu 1LT

Rochester, IN

UnscoredLimited · 12
$4,949155,041 mi

Comparison: 12 similar vehicles

Rochester, IN

2008 Dodge Charger R/T

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

2008 Dodge Charger R/T

Rensselaer, IN

UnscoredInsufficient · 3
$4,980264,700 mi

Comparison: 3 similar vehicles

Rensselaer, 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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