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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 20, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

10,288 listings found

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 · 10
$2,990195,818 mi

Comparison: 10 similar vehicles

Frankford, 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

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 · 21
$3,898119,998 mi

Market: $2,500 – $9,495

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 295 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 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

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

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

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

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

UnscoredInsufficient · 4
$4,299135,448 mi

Comparison: 4 similar vehicles

Franklin, 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 · 31
$4,39998,662 mi

Market: $2,000 – $8,999

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 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 · 47
$4,400123,999 mi

Comparison: 47 similar vehicles

New Windsor, NY

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 · 18
$4,500161,717 mi

Comparison: 18 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 · 31
$4,500137,118 mi

Comparison: 31 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

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Franklin, NJ

UnscoredLimited · 15
$4,899123,900 mi

Comparison: 15 similar vehicles

Franklin, NJ

2016 Subaru Forester i Limited

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

2016 Subaru Forester i Limited

Wantage, NJ

UnscoredInsufficient · 4
$4,900190,000 mi

Comparison: 4 similar vehicles

Wantage, NJ

2014 Jeep Patriot Limited

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

2014 Jeep Patriot Limited

New Windsor, NY

UnscoredModerate · 27
$4,900147,000 mi

Comparison: 27 similar vehicles

New Windsor, NY

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Arlington, NY

UnscoredModerate · 31
$4,900170,652 mi

Comparison: 31 similar vehicles

Arlington, NY

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Highland, NY

UnscoredLimited · 5
$4,975162,991 mi

Comparison: 5 similar vehicles

Highland, NY

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

Frankford, NJ

UnscoredLimited · 9
$4,990222,859 mi

Comparison: 9 similar vehicles

Frankford, NJ

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Poughkeepsie, NY

UnscoredInsufficient · 3
$4,995172,516 mi

Comparison: 3 similar vehicles

Poughkeepsie, NY

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Lake Ariel, PA

UnscoredLimited · 13
$4,995150,029 mi

Comparison: 13 similar vehicles

Lake Ariel, PA

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Wantage, NJ

UnscoredLimited · 10
$4,999150,600 mi

Comparison: 10 similar vehicles

Wantage, NJ

2011 Honda Pilot LX

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

2011 Honda Pilot LX

Hopewell Junction, NY

UnscoredLimited · 9
$4,999143,750 mi

Comparison: 9 similar vehicles

Hopewell Junction, NY

2008 Lexus RX 350

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

2008 Lexus RX 350

Newburgh, NY

UnscoredModerate · 33
$5,200143,200 mi

Comparison: 33 similar vehicles

Newburgh, NY

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Wantage, NJ

UnscoredLimited · 9
$5,395147,114 mi

Comparison: 9 similar vehicles

Wantage, NJ

2016 Volvo XC60 Premier

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

2016 Volvo XC60 Premier

Hopewell Junction, NY

UnscoredModerate · 34
$5,400149,230 mi

Comparison: 34 similar vehicles

Hopewell Junction, NY

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Wantage, NJ

UnscoredInsufficient · 4
$5,40071,543 mi

Comparison: 4 similar vehicles

Wantage, NJ

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

New Windsor, NY

UnscoredInsufficient · 3
$5,400153,000 mi

Comparison: 3 similar vehicles

New Windsor, NY

2013 Ford Escape SE

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

2013 Ford Escape SE

Highland, NY

UnscoredRobust · 90
$5,495192,960 mi

Comparison: 90 similar vehicles

Highland, NY

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Sussex, NJ

UnscoredInsufficient · 4
$5,497131,217 mi

Comparison: 4 similar vehicles

Sussex, NJ

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

South Fallsburg, NY

UnscoredRobust · 54
$5,500133,493 mi

Comparison: 54 similar vehicles

South Fallsburg, NY

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Middletown, NY

UnscoredLimited · 18
$5,500125,779 mi

Comparison: 18 similar vehicles

Middletown, NY

2011 Suzuki SX4 Crossover Technology

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

2011 Suzuki SX4 Crossover Technology

Hopewell Junction, NY

UnscoredInsufficient · 0
$5,500122,490 mi

Hopewell Junction, NY

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Lake Ariel, PA

Fair PriceModerate · 37
$5,69593,780 mi

Market: $2,495 – $6,880

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Lake Ariel, PA

2017 Jeep Patriot High Altitude Edition

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

2017 Jeep Patriot High Altitude Edition

Sussex, NJ

UnscoredInsufficient · 3
$5,699106,672 mi

Comparison: 3 similar vehicles

Sussex, NJ

2017 Ford Escape SE

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

2017 Ford Escape SE

Hamburg, NJ

UnscoredModerate · 22
$5,890147,734 mi

Comparison: 22 similar vehicles

Hamburg, NJ

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Franklin, NJ

UnscoredInsufficient · 4
$5,899134,923 mi

Comparison: 4 similar vehicles

Franklin, NJ

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

New Windsor, NY

UnscoredLimited · 17
$5,900215,998 mi

Comparison: 17 similar vehicles

New Windsor, NY

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Arlington, NY

UnscoredLimited · 8
$5,900179,304 mi

Comparison: 8 similar vehicles

Arlington, NY

2014 GMC Acadia SLE2

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

2014 GMC Acadia SLE2

Wantage, NJ

Fair PriceLimited · 11
$5,900115,779 mi

Market: $4,900 – $12,135

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Wantage, NJ

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Middletown, NY

UnscoredRobust · 159
$5,900124,608 mi

Comparison: 159 similar vehicles

Middletown, NY

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

Arlington, NY

UnscoredRobust · 100
$5,900146,523 mi

Comparison: 100 similar vehicles

Arlington, NY

2007 Mazda CX-7 Sport

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

2007 Mazda CX-7 Sport

Tillson, NY

UnscoredInsufficient · 0
$5,900117,100 mi

Tillson, NY

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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