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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 4, 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

18,751 listings found

2004 Buick LeSabre Limited

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

2004 Buick LeSabre Limited

Chittenango, NY

UnscoredInsufficient · 3
$3,99081,324 mi

Comparison: 3 similar vehicles

Chittenango, NY

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

West Monroe, NY

UnscoredInsufficient · 0
$3,995123,452 mi

West Monroe, NY

2006 Ford Five Hundred SEL

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

2006 Ford Five Hundred SEL

North Rose, NY

UnscoredInsufficient · 0
$3,995128,712 mi

North Rose, NY

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Central Square, NY

Unscored
$3,995109,000 mi

Comparison: 7 similar vehicles

Central Square, NY

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Central Square, NY

UnscoredInsufficient · 0
$4,20033,000 mi

Central Square, NY

2015 Kia Optima LX

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

2015 Kia Optima LX

Syracuse, NY

UnscoredInsufficient · 3
$4,250224,142 mi

Comparison: 3 similar vehicles

Syracuse, NY

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Rome, NY

UnscoredInsufficient · 4
$4,35092,083 mi

Comparison: 4 similar vehicles

Rome, NY

2018 Mitsubishi Mirage G4 ES

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

2018 Mitsubishi Mirage G4 ES

Cicero, NY

UnscoredInsufficient · 0
$4,444106,491 mi

Cicero, NY

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Rome, NY

UnscoredInsufficient · 0
$4,450154,400 mi

Rome, NY

2006 Hyundai Tucson GLS

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

2006 Hyundai Tucson GLS

North Rose, NY

UnscoredInsufficient · 0
$4,500126,271 mi

North Rose, NY

2012 Subaru Legacy I Premium

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

2012 Subaru Legacy I Premium

Rome, NY

Unscored
$4,850132,000 mi

Comparison: 24 similar vehicles

Rome, NY

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Chittenango, NY

UnscoredInsufficient · 0
$4,950Mileage not verified

Chittenango, NY

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Cicero, NY

UnscoredInsufficient · 0
$4,99095,383 mi

Cicero, NY

2014 Nissan Versa Sedan SV

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

2014 Nissan Versa Sedan SV

Chittenango, NY

Unscored
$4,995Mileage not verified

Comparison: 6 similar vehicles

Chittenango, NY

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Syracuse, NY

UnscoredInsufficient · 3
$4,995144,169 mi

Comparison: 3 similar vehicles

Syracuse, NY

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Salina, NY

Unscored
$4,995144,720 mi

Comparison: 11 similar vehicles

Salina, NY

2010 Mercury Milan Premier

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

2010 Mercury Milan Premier

Chittenango, NY

UnscoredInsufficient · 4
$4,995Mileage not verified

Comparison: 4 similar vehicles

Chittenango, NY

2003 Ford Focus SE comfort

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

2003 Ford Focus SE comfort

Newark, NY

UnscoredInsufficient · 0
$4,995131,000 mi

Newark, NY

1998 Ford Mustang Base

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

1998 Ford Mustang Base

Newark, NY

UnscoredInsufficient · 0
$4,995104,655 mi

Newark, NY

2013 Kia Forte EX

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

2013 Kia Forte EX

Central Square, NY

UnscoredInsufficient · 3
$5,074153,000 mi

Comparison: 3 similar vehicles

Central Square, NY

2009 Dodge Journey SXT

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

2009 Dodge Journey SXT

Central Square, NY

UnscoredInsufficient · 0
$5,074139,842 mi

Central Square, NY

2011 Kia Sportage LX

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

2011 Kia Sportage LX

West Monroe, NY

Great DealLimited · 14
$5,195106,946 mi

Market: $5,999 – $6,995

Comparison: 14 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 432 days listed (based on current market benchmarks)

West Monroe, NY

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Chittenango, NY

Unscored
$5,250Mileage not verified

Comparison: 5 similar vehicles

Chittenango, NY

2014 Ford Focus SE

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

2014 Ford Focus SE

West Monroe, NY

Fair PriceModerate · 46
$5,295114,076 mi

Market: $2,500 – $9,900

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

West Monroe, NY

2010 Dodge Grand Caravan Crew

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

2010 Dodge Grand Caravan Crew

Rome, NY

UnscoredInsufficient · 0
$5,45082,234 mi

Rome, NY

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

West Monroe, NY

UnscoredInsufficient · 3
$5,495143,200 mi

Comparison: 3 similar vehicles

West Monroe, NY

2007 Pontiac G6 Base

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

2007 Pontiac G6 Base

West Monroe, NY

UnscoredInsufficient · 0
$5,495103,375 mi

West Monroe, NY

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Rome, NY

Unscored
$5,500120,667 mi

Comparison: 11 similar vehicles

Rome, NY

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Rome, NY

Unscored
$5,500185,000 mi

Comparison: 7 similar vehicles

Rome, NY

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Syracuse, NY

Fair PriceLimited · 15
$5,600114,351 mi

Market: $4,899 – $7,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Syracuse, NY

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Brewerton, NY

UnscoredInsufficient · 3
$5,69599,000 mi

Comparison: 3 similar vehicles

Brewerton, NY

2006 INFINITI G35 Base

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

2006 INFINITI G35 Base

Syracuse, NY

UnscoredInsufficient · 0
$5,750151,754 mi

Syracuse, NY

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

West Monroe, NY

Fair PriceLimited · 19
$5,795116,917 mi

Market: $5,497 – $9,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 432 days listed (based on current market benchmarks)

West Monroe, NY

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Auburn, NY

Unscored
$5,820182,880 mi

Comparison: 23 similar vehicles

Auburn, NY

2011 Jeep Liberty Limited

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

2011 Jeep Liberty Limited

Rome, NY

UnscoredInsufficient · 4
$5,850119,000 mi

Comparison: 4 similar vehicles

Rome, NY

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Syracuse, NY

UnscoredInsufficient · 0
$5,900142,113 mi

Syracuse, NY

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Syracuse, NY

UnscoredInsufficient · 4
$5,90066,856 mi

Comparison: 4 similar vehicles

Syracuse, NY

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Constableville, NY

Unscored
$5,900145,686 mi

Comparison: 6 similar vehicles

Constableville, NY

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Constableville, NY

Unscored
$5,900184,187 mi

Comparison: 17 similar vehicles

Constableville, NY

2011 Nissan Murano S

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

2011 Nissan Murano S

Constableville, NY

UnscoredInsufficient · 0
$5,900145,270 mi

Constableville, NY

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Rome, NY

Fair PriceLimited · 18
$5,950118,000 mi

Market: $2,400 – $12,900

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 380 days listed (based on current market benchmarks)

Rome, NY

2014 Nissan Sentra SR

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

2014 Nissan Sentra SR

Rome, NY

Fair PriceLimited · 17
$5,950110,250 mi

Market: $3,995 – $10,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Rome, NY

2010 Chevrolet Impala LTZ

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

2010 Chevrolet Impala LTZ

Rome, NY

UnscoredInsufficient · 0
$5,950137,000 mi

Rome, NY

2016 Ford Focus S

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

2016 Ford Focus S

Chittenango, NY

UnscoredInsufficient · 4
$5,995Mileage not verified

Comparison: 4 similar vehicles

Chittenango, NY

2016 Dodge Journey R/T

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

2016 Dodge Journey R/T

Glenfield, NY

UnscoredInsufficient · 0
$5,995207,010 mi

Glenfield, NY

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Felts Mills, NY

UnscoredInsufficient · 0
$5,995119,071 mi

Felts Mills, NY

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Felts Mills, NY

Fair PriceModerate · 27
$5,995115,597 mi

Market: $5,995 – $11,590

Comparison: 27 similar vehicles

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

Felts Mills, NY

2015 Nissan Altima S

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

2015 Nissan Altima S

Fulton, NY

Unscored
$5,995142,000 mi

Comparison: 26 similar vehicles

Fulton, NY

2015 Nissan Altima S

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

2015 Nissan Altima S

Felts Mills, NY

Unscored
$5,995151,669 mi

Comparison: 25 similar vehicles

Felts Mills, NY

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Boonville, NY

Unscored
$5,995142,562 mi

Comparison: 15 similar vehicles

Boonville, 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.
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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