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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 3, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,850 listings found

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Bloomington, IN

Unscored
$3,500182,037 mi

Comparison: 21 similar vehicles

Bloomington, IN

2004 Volkswagen New Beetle GLS

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

2004 Volkswagen New Beetle GLS

Bloomington, IN

UnscoredInsufficient · 4
$3,500125,000 mi

Comparison: 4 similar vehicles

Bloomington, 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

Bloomington, IN

UnscoredInsufficient · 0
$3,520144,127 mi

Bloomington, IN

2012 Chevrolet Malibu 1LZ

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

2012 Chevrolet Malibu 1LZ

Bloomington, IN

UnscoredInsufficient · 4
$3,750172,000 mi

Comparison: 4 similar vehicles

Bloomington, IN

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Bloomington, IN

Unscored
$3,900154,386 mi

Comparison: 26 similar vehicles

Bloomington, IN

2010 Ford Focus SEL

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

2010 Ford Focus SEL

Bloomington, IN

Unscored
$3,900144,000 mi

Comparison: 11 similar vehicles

Bloomington, IN

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Bloomington, IN

UnscoredInsufficient · 3
$4,050189,729 mi

Comparison: 3 similar vehicles

Bloomington, IN

2008 Volkswagen Rabbit S

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

2008 Volkswagen Rabbit S

Bloomington, IN

UnscoredInsufficient · 0
$4,200122,134 mi

Bloomington, IN

2013 Ford Flex Limited

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

2013 Ford Flex Limited

Bloomington, IN

UnscoredInsufficient · 0
$4,235202,415 mi

Bloomington, IN

2012 Volkswagen Jetta S

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

2012 Volkswagen Jetta S

Bloomington, IN

UnscoredInsufficient · 0
$4,400117,000 mi

Bloomington, IN

2008 Toyota Yaris Base

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

2008 Toyota Yaris Base

Bloomington, IN

UnscoredInsufficient · 0
$4,500160,000 mi

Bloomington, IN

2008 Kia Sedona LX

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

2008 Kia Sedona LX

Bloomington, IN

Unscored
$4,500151,874 mi

Comparison: 13 similar vehicles

Bloomington, IN

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Bloomington, IN

Unscored
$4,688156,710 mi

Comparison: 10 similar vehicles

Bloomington, IN

2012 Volkswagen Jetta SportWagen SE

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

2012 Volkswagen Jetta SportWagen SE

Bloomington, IN

UnscoredInsufficient · 0
$4,900179,269 mi

Bloomington, IN

2011 Honda Fit Base

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

2011 Honda Fit Base

Bloomington, IN

UnscoredInsufficient · 3
$4,900144,000 mi

Comparison: 3 similar vehicles

Bloomington, IN

2010 Mercury Grand Marquis LS

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

2010 Mercury Grand Marquis LS

Bloomington, IN

UnscoredInsufficient · 0
$4,900125,000 mi

Bloomington, IN

2010 Mercedes-Benz M-Class ML350

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

2010 Mercedes-Benz M-Class ML350

Bloomington, IN

UnscoredInsufficient · 0
$4,900181,000 mi

Bloomington, IN

2008 Subaru Forester Sports 2.5 X

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

2008 Subaru Forester Sports 2.5 X

Bloomington, IN

UnscoredInsufficient · 0
$4,900156,921 mi

Bloomington, IN

2004 Scion xB Base

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

2004 Scion xB Base

Bloomington, IN

UnscoredInsufficient · 0
$4,900107,421 mi

Bloomington, IN

1982 Mercedes-Benz 380

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

1982 Mercedes-Benz 380

Bloomington, IN

UnscoredInsufficient · 0
$4,90081,000 mi

Bloomington, IN

2015 Ford Fiesta Titanium

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

2015 Ford Fiesta Titanium

Bloomington, IN

UnscoredInsufficient · 0
$4,995119,000 mi

Bloomington, IN

2014 Subaru Forester i

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

2014 Subaru Forester i

Bloomington, IN

Unscored
$4,995171,000 mi

Comparison: 5 similar vehicles

Bloomington, IN

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Bloomington, IN

UnscoredInsufficient · 3
$4,995207,000 mi

Comparison: 3 similar vehicles

Bloomington, IN

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Bloomington, IN

Unscored
$4,995101,000 mi

Comparison: 6 similar vehicles

Bloomington, IN

2009 Pontiac Vibe Base

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

2009 Pontiac Vibe Base

Bloomington, IN

UnscoredInsufficient · 0
$4,995119,000 mi

Bloomington, IN

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Bloomington, IN

OverpricedLimited · 13
$5,235136,751 mi

Market: $2,995 – $4,989

Comparison: 13 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Bloomington, IN

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Bloomington, IN

Unscored
$5,309167,653 mi

Comparison: 23 similar vehicles

Bloomington, IN

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Bloomington, IN

UnscoredInsufficient · 0
$5,477122,938 mi

Bloomington, IN

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Bloomington, IN

Unscored
$5,500126,422 mi

Comparison: 47 similar vehicles

Bloomington, IN

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Bloomington, IN

Unscored
$5,500230,000 mi

Comparison: 8 similar vehicles

Bloomington, IN

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Bloomington, IN

Unscored
$5,500196,805 mi

Comparison: 6 similar vehicles

Bloomington, IN

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Bloomington, IN

Unscored
$5,676177,426 mi

Comparison: 20 similar vehicles

Bloomington, IN

2008 Lexus IS 250

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

2008 Lexus IS 250

Bloomington, IN

UnscoredInsufficient · 4
$5,700185,147 mi

Comparison: 4 similar vehicles

Bloomington, IN

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Bloomington, IN

Unscored
$5,817245,395 mi

Comparison: 7 similar vehicles

Bloomington, IN

2019 Kia Soul +

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

2019 Kia Soul +

Bloomington, IN

Unscored
$5,900192,899 mi

Comparison: 27 similar vehicles

Bloomington, IN

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Bloomington, IN

Unscored
$5,900159,000 mi

Comparison: 140 similar vehicles

Bloomington, IN

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Bloomington, IN

Unscored
$5,900144,500 mi

Comparison: 5 similar vehicles

Bloomington, IN

2007 Jeep Wrangler Unlimited X

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

2007 Jeep Wrangler Unlimited X

Bloomington, IN

Great DealModerate · 20
$5,900101,000 mi

Market: $7,995 – $15,294

Comparison: 20 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 18 days listed (based on current market benchmarks)

Bloomington, IN

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Bloomington, IN

Unscored
$5,90063,000 mi

Comparison: 5 similar vehicles

Bloomington, IN

2002 Jeep Wrangler SPORT

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

2002 Jeep Wrangler SPORT

Bloomington, IN

UnscoredInsufficient · 0
$5,900101,000 mi

Bloomington, IN

2016 Kia Forte5 LX

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

2016 Kia Forte5 LX

Bloomington, IN

Unscored
$5,995134,000 mi

Comparison: 7 similar vehicles

Bloomington, IN

2007 Lexus RX 350

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

2007 Lexus RX 350

Bloomington, IN

Unscored
$6,013262,944 mi

Comparison: 5 similar vehicles

Bloomington, IN

2001 Toyota Tundra SR5

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

2001 Toyota Tundra SR5

Bloomington, IN

Unscored
$6,235309,768 mi

Comparison: 9 similar vehicles

Bloomington, IN

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Bloomington, IN

Unscored
$6,458124,685 mi

Comparison: 37 similar vehicles

Bloomington, IN

2015 Kia Sorento EX

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

2015 Kia Sorento EX

Bloomington, IN

Unscored
$6,500168,965 mi

Comparison: 7 similar vehicles

Bloomington, IN

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Bloomington, IN

Fair PriceModerate · 20
$6,500114,037 mi

Market: $3,800 – $10,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Bloomington, IN

2011 Subaru Tribeca Touring

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

2011 Subaru Tribeca Touring

Bloomington, IN

UnscoredInsufficient · 0
$6,571133,868 mi

Bloomington, IN

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Bloomington, IN

Unscored
$6,600168,000 mi

Comparison: 58 similar vehicles

Bloomington, IN

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Bloomington, IN

UnscoredInsufficient · 0
$6,750146,070 mi

Bloomington, IN

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Bloomington, IN

Unscored
$6,900133,972 mi

Comparison: 13 similar vehicles

Bloomington, 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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