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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 10, 2026

7.3M+

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

7,788 listings found

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Penn Yan, NY

Unscored
$3,000200,864 mi

Comparison: 10 similar vehicles

Penn Yan, NY

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Horseheads, NY

Unscored
$3,495278,369 mi

Comparison: 15 similar vehicles

Horseheads, NY

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Horseheads, NY

Unscored
$3,495184,325 mi

Comparison: 5 similar vehicles

Horseheads, NY

2000 Dodge Durango SLT

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

2000 Dodge Durango SLT

Horseheads, NY

UnscoredInsufficient · 0
$3,495245,587 mi

Horseheads, NY

2008 Subaru Legacy GT Limited

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

2008 Subaru Legacy GT Limited

Corning, NY

UnscoredInsufficient · 0
$3,500248,682 mi

Corning, NY

2010 Jeep Wrangler Unlimited Sahara

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

2010 Jeep Wrangler Unlimited Sahara

Towanda, PA

Unscored
$3,995207,454 mi

Comparison: 17 similar vehicles

Towanda, PA

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

Troy, PA

Unscored
$3,995138,333 mi

Comparison: 9 similar vehicles

Troy, PA

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Knoxville, PA

Unscored
$4,200169,759 mi

Comparison: 22 similar vehicles

Knoxville, PA

2009 Subaru Forester 2.5X

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

2009 Subaru Forester 2.5X

Knoxville, PA

Unscored
$4,200178,316 mi

Comparison: 12 similar vehicles

Knoxville, PA

2017 Subaru Legacy Premium

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

2017 Subaru Legacy Premium

Knoxville, PA

Unscored
$4,300220,988 mi

Comparison: 43 similar vehicles

Knoxville, PA

2014 Ford Escape S

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

2014 Ford Escape S

Knoxville, PA

Fair PriceLimited · 15
$4,30081,726 mi

Market: $2,300 – $9,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Knoxville, PA

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Towanda, PA

Unscored
$4,500141,523 mi

Comparison: 12 similar vehicles

Towanda, PA

1997 Nissan Pathfinder XE

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

1997 Nissan Pathfinder XE

Horseheads, NY

UnscoredInsufficient · 0
$4,79593,246 mi

Horseheads, NY

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Penn Yan, NY

Fair PriceModerate · 47
$4,995111,256 mi

Market: $3,277 – $13,790

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Penn Yan, NY

2010 Ford Focus SE

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

2010 Ford Focus SE

Horseheads, NY

Unscored
$4,995136,922 mi

Comparison: 19 similar vehicles

Horseheads, NY

2005 Dodge Caravan SXT

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

2005 Dodge Caravan SXT

Corning, NY

UnscoredInsufficient · 3
$4,995129,772 mi

Comparison: 3 similar vehicles

Corning, NY

2002 Pontiac Grand Prix GT

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

2002 Pontiac Grand Prix GT

Almond, NY

UnscoredInsufficient · 0
$4,995174,995 mi

Almond, NY

1983 Saab 900

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

1983 Saab 900

Montour Falls, NY

UnscoredInsufficient · 0
$4,995Mileage not verified

Montour Falls, NY

2011 Chevrolet Aveo 1LT

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

2011 Chevrolet Aveo 1LT

Corning, NY

UnscoredInsufficient · 0
$4,998113,000 mi

Corning, NY

2000 Chevrolet Monte Carlo SS

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

2000 Chevrolet Monte Carlo SS

Corning, NY

UnscoredInsufficient · 0
$4,998205,000 mi

Corning, NY

2012 Chevrolet Impala LS

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

2012 Chevrolet Impala LS

Coudersport, PA

UnscoredInsufficient · 0
$5,441Mileage not verified

Coudersport, PA

2003 Honda Civic EX

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

2003 Honda Civic EX

Corning, NY

UnscoredInsufficient · 0
$5,495155,418 mi

Corning, NY

2016 Kia Forte LX

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

2016 Kia Forte LX

Knoxville, PA

Fair PriceModerate · 21
$5,500114,215 mi

Market: $5,250 – $10,230

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Knoxville, PA

2011 Subaru Forester X

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

2011 Subaru Forester X

Bath, NY

Unscored
$5,625216,144 mi

Comparison: 12 similar vehicles

Bath, NY

2010 Nissan Altima S

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

2010 Nissan Altima S

Bath, NY

Unscored
$5,750134,377 mi

Comparison: 16 similar vehicles

Bath, NY

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Elmira, NY

UnscoredInsufficient · 0
$5,99560,000 mi

Elmira, NY

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Towanda, PA

Fair PriceRobust · 65
$5,995Mileage not verified

Market: $2,750 – $30,995

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 482 days listed (based on current market benchmarks)

Towanda, PA

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Waverly, NY

Fair PriceRobust · 52
$5,99598,634 mi

Market: $3,000 – $10,998

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Waverly, NY

2011 Hyundai Santa Fe Limited

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

2011 Hyundai Santa Fe Limited

Horseheads, NY

Unscored
$5,995169,345 mi

Comparison: 5 similar vehicles

Horseheads, NY

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Almond, NY

UnscoredInsufficient · 0
$5,995117,709 mi

Almond, NY

2005 Toyota Camry Solara SE

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

2005 Toyota Camry Solara SE

Corning, NY

Unscored
$5,995139,924 mi

Comparison: 5 similar vehicles

Corning, NY

1993 Buick Roadmaster

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

1993 Buick Roadmaster

Corning, NY

UnscoredInsufficient · 0
$5,99585,444 mi

Corning, 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

Penn Yan, NY

Unscored
$5,999130,423 mi

Comparison: 19 similar vehicles

Penn Yan, NY

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Penn Yan, NY

Unscored
$5,999155,033 mi

Comparison: 6 similar vehicles

Penn Yan, NY

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Elmira, NY

Fair PriceLimited · 13
$5,999109,044 mi

Market: $4,800 – $8,095

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Elmira, NY

2013 Acura RDX Technology Package

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

2013 Acura RDX Technology Package

Bath, NY

Unscored
$6,475221,106 mi

Comparison: 18 similar vehicles

Bath, NY

2016 Jeep Renegade Sport

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

2016 Jeep Renegade Sport

Wellsboro, PA

Unscored
$6,495146,314 mi

Comparison: 25 similar vehicles

Wellsboro, PA

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Corning, NY

Unscored
$6,495289,000 mi

Comparison: 32 similar vehicles

Corning, NY

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Belmont, NY

UnscoredInsufficient · 4
$6,50071,000 mi

Comparison: 4 similar vehicles

Belmont, NY

2003 Toyota Corolla CE

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

2003 Toyota Corolla CE

Ithaca, NY

Unscored
$6,500107,566 mi

Comparison: 5 similar vehicles

Ithaca, NY

2013 Ford C-Max SE

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

2013 Ford C-Max SE

Towanda, PA

Unscored
$6,695118,911 mi

Comparison: 7 similar vehicles

Towanda, PA

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Knoxville, PA

Unscored
$6,900169,083 mi

Comparison: 69 similar vehicles

Knoxville, PA

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Bath, NY

Unscored
$6,950135,380 mi

Comparison: 50 similar vehicles

Bath, NY

2011 Ford F-450 Super Duty Chassis Cab XLT

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

2011 Ford F-450 Super Duty Chassis Cab XLT

Elmira, NY

UnscoredInsufficient · 3
$6,990199,323 mi

Comparison: 3 similar vehicles

Elmira, NY

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Elmira, NY

Fair PriceLimited · 19
$6,99597,272 mi

Market: $3,000 – $10,485

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Elmira, NY

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Wellsboro, PA

Fair PriceRobust · 121
$6,995110,825 mi

Market: $2,500 – $13,995

Comparison: 121 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Wellsboro, PA

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Corning, NY

Fair PriceRobust · 73
$6,99570,794 mi

Market: $1,900 – $12,995

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Corning, NY

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Nelson, PA

Fair PriceModerate · 23
$6,995103,000 mi

Market: $2,500 – $9,999

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Nelson, PA

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

Wellsboro, PA

Unscored
$6,995174,983 mi

Comparison: 247 similar vehicles

Wellsboro, PA

2014 Dodge Grand Caravan American Value Package

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

2014 Dodge Grand Caravan American Value Package

Waverly, NY

Fair PriceLimited · 11
$6,995102,796 mi

Market: $4,484 – $13,220

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Waverly, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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