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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

23,917 listings found

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Bloomingdale, NJ

UnscoredModerate · 20
$2,495191,635 mi

Comparison: 20 similar vehicles

Bloomingdale, NJ

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Dover, NJ

UnscoredLimited · 6
$2,799160,415 mi

Comparison: 6 similar vehicles

Dover, NJ

2008 Hyundai Tucson Limited

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

2008 Hyundai Tucson Limited

Carmel Hamlet, NY

UnscoredInsufficient · 0
$2,850181,250 mi

Carmel Hamlet, NY

2008 Suzuki SX4 Crossover Touring

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

2008 Suzuki SX4 Crossover Touring

Jefferson, NJ

UnscoredInsufficient · 0
$2,899186,926 mi

Jefferson, NJ

2007 Ford Explorer Eddie Bauer

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

2007 Ford Explorer Eddie Bauer

Frankford, NJ

UnscoredLimited · 9
$2,990195,818 mi

Comparison: 9 similar vehicles

Frankford, NJ

2010 Acura RDX Technology Package

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

2010 Acura RDX Technology Package

Bloomingdale, NJ

UnscoredLimited · 9
$2,995187,585 mi

Comparison: 9 similar vehicles

Bloomingdale, NJ

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

Bloomingdale, NJ

UnscoredLimited · 6
$2,995131,838 mi

Comparison: 6 similar vehicles

Bloomingdale, NJ

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

Bloomingdale, NJ

UnscoredInsufficient · 4
$2,995128,772 mi

Comparison: 4 similar vehicles

Bloomingdale, NJ

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Hamburg, NJ

UnscoredInsufficient · 0
$2,999157,704 mi

Hamburg, NJ

2002 Chevrolet TrailBlazer LTZ

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

2002 Chevrolet TrailBlazer LTZ

Mahwah, NJ

UnscoredInsufficient · 0
$2,999149,011 mi

Mahwah, NJ

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Pompton Lakes, NJ

UnscoredLimited · 9
$3,399189,000 mi

Comparison: 9 similar vehicles

Pompton Lakes, NJ

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Jefferson, NJ

UnscoredLimited · 17
$3,599138,337 mi

Comparison: 17 similar vehicles

Jefferson, NJ

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Carmel Hamlet, NY

UnscoredRobust · 50
$3,750164,593 mi

Comparison: 50 similar vehicles

Carmel Hamlet, NY

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

New Windsor, NY

Fair PriceModerate · 22
$3,898119,998 mi

Market: $2,500 – $9,495

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 297 days listed (based on current market benchmarks)

New Windsor, NY

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Franklin, NJ

UnscoredLimited · 6
$3,899152,737 mi

Comparison: 6 similar vehicles

Franklin, NJ

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Jefferson, NJ

UnscoredLimited · 5
$3,899225,024 mi

Comparison: 5 similar vehicles

Jefferson, NJ

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Franklin, NJ

UnscoredRobust · 58
$3,899149,878 mi

Comparison: 58 similar vehicles

Franklin, NJ

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

New Windsor, NY

UnscoredModerate · 38
$3,900211,000 mi

Comparison: 38 similar vehicles

New Windsor, NY

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Carmel Hamlet, NY

UnscoredRobust · 50
$3,950152,921 mi

Comparison: 50 similar vehicles

Carmel Hamlet, NY

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Carmel Hamlet, NY

UnscoredLimited · 13
$3,950156,005 mi

Comparison: 13 similar vehicles

Carmel Hamlet, NY

2013 Ford Escape SE

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

2013 Ford Escape SE

Wanaque, NJ

UnscoredLimited · 16
$3,995153,499 mi

Comparison: 16 similar vehicles

Wanaque, NJ

2012 Jeep Grand Cherokee Overland

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

2012 Jeep Grand Cherokee Overland

Bloomingdale, NJ

UnscoredModerate · 44
$3,995154,234 mi

Comparison: 44 similar vehicles

Bloomingdale, NJ

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Carmel Hamlet, NY

UnscoredLimited · 7
$3,995179,747 mi

Comparison: 7 similar vehicles

Carmel Hamlet, NY

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Montgomery, NY

UnscoredLimited · 10
$3,995156,000 mi

Comparison: 10 similar vehicles

Montgomery, NY

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Wanaque, NJ

UnscoredLimited · 7
$3,995121,821 mi

Comparison: 7 similar vehicles

Wanaque, NJ

2008 Acura MDX Base

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

2008 Acura MDX Base

Bloomingdale, NJ

UnscoredLimited · 8
$3,995285,663 mi

Comparison: 8 similar vehicles

Bloomingdale, NJ

2008 Hyundai Santa Fe GLS

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

2008 Hyundai Santa Fe GLS

Carmel Hamlet, NY

UnscoredLimited · 15
$3,995124,920 mi

Comparison: 15 similar vehicles

Carmel Hamlet, NY

2015 Jeep Renegade Limited

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

2015 Jeep Renegade Limited

Hamburg, NJ

UnscoredLimited · 10
$3,999140,801 mi

Comparison: 10 similar vehicles

Hamburg, NJ

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

West Milford, NJ

UnscoredLimited · 15
$3,999147,221 mi

Comparison: 15 similar vehicles

West Milford, NJ

2010 Kia Sportage LX

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

2010 Kia Sportage LX

West Milford, NJ

UnscoredLimited · 7
$3,99995,936 mi

Comparison: 7 similar vehicles

West Milford, NJ

2012 Dodge Journey Crew

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

2012 Dodge Journey Crew

New Windsor, NY

UnscoredInsufficient · 3
$4,000166,352 mi

Comparison: 3 similar vehicles

New Windsor, NY

2013 Nissan Xterra X

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

2013 Nissan Xterra X

Dover, NJ

UnscoredInsufficient · 0
$4,298199,865 mi

Dover, NJ

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Franklin, NJ

UnscoredLimited · 19
$4,299135,448 mi

Comparison: 19 similar vehicles

Franklin, NJ

2001 BMW X5 Base

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

2001 BMW X5 Base

Ramsey, NJ

UnscoredInsufficient · 0
$4,36499,594 mi

Ramsey, NJ

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Wantage, NJ

Fair PriceModerate · 32
$4,39998,662 mi

Market: $2,000 – $8,999

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Wantage, NJ

2012 Ford Escape XLT

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

2012 Ford Escape XLT

New Windsor, NY

UnscoredModerate · 46
$4,400123,999 mi

Comparison: 46 similar vehicles

New Windsor, NY

2011 Mercedes-Benz M-Class ML350

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

2011 Mercedes-Benz M-Class ML350

Butler, NJ

UnscoredLimited · 8
$4,495162,420 mi

Comparison: 8 similar vehicles

Butler, NJ

2016 Ford Escape SE

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

2016 Ford Escape SE

Wantage, NJ

UnscoredLimited · 8
$4,499157,576 mi

Comparison: 8 similar vehicles

Wantage, NJ

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Wantage, NJ

UnscoredRobust · 107
$4,499157,301 mi

Comparison: 107 similar vehicles

Wantage, NJ

2011 Subaru Forester X

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

2011 Subaru Forester X

Franklin, NJ

UnscoredInsufficient · 4
$4,499104,530 mi

Comparison: 4 similar vehicles

Franklin, NJ

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Highland, NY

UnscoredLimited · 5
$4,500141,738 mi

Comparison: 5 similar vehicles

Highland, NY

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Wantage, NJ

UnscoredInsufficient · 0
$4,500149,208 mi

Wantage, NJ

2012 Subaru Forester X

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

2012 Subaru Forester X

Hamburg, NJ

UnscoredLimited · 15
$4,500161,717 mi

Comparison: 15 similar vehicles

Hamburg, NJ

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Hamburg, NJ

UnscoredModerate · 32
$4,500137,118 mi

Comparison: 32 similar vehicles

Hamburg, NJ

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Hamburg, NJ

UnscoredInsufficient · 3
$4,500128,243 mi

Comparison: 3 similar vehicles

Hamburg, NJ

2010 Nissan Murano LE

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

2010 Nissan Murano LE

Jefferson, NJ

UnscoredLimited · 7
$4,549150,907 mi

Comparison: 7 similar vehicles

Jefferson, NJ

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Jefferson, NJ

UnscoredModerate · 21
$4,599196,172 mi

Comparison: 21 similar vehicles

Jefferson, NJ

2012 Honda Pilot EX

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

2012 Honda Pilot EX

Lafayette, NJ

UnscoredLimited · 9
$4,599164,600 mi

Comparison: 9 similar vehicles

Lafayette, NJ

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Jefferson, NJ

UnscoredInsufficient · 3
$4,599111,720 mi

Comparison: 3 similar vehicles

Jefferson, NJ

2012 BMW X5 xDrive35d

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

2012 BMW X5 xDrive35d

Pompton Lakes, NJ

UnscoredInsufficient · 3
$4,600112,000 mi

Comparison: 3 similar vehicles

Pompton Lakes, NJ

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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