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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 13, 2026

7.2M+

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

20,874 listings found

2002 Volvo V70 XC A

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

2002 Volvo V70 XC A

Cherry Valley, NY

UnscoredInsufficient · 0
$2,499230,000 mi

Cherry Valley, NY

2012 FIAT 500 Sport

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

2012 FIAT 500 Sport

Utica, NY

Unscored
$2,50077,921 mi

Comparison: 6 similar vehicles

Utica, NY

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

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
$3,995Mileage not verified

Comparison: 6 similar vehicles

Chittenango, NY

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Little Falls, NY

Unscored
$3,995244,446 mi

Comparison: 12 similar vehicles

Little Falls, NY

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Cortland, NY

Unscored
$3,995149,526 mi

Comparison: 10 similar vehicles

Cortland, 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 Acura TL Base

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

2006 Acura TL Base

Central Square, NY

UnscoredInsufficient · 4
$3,995165,000 mi

Comparison: 4 similar vehicles

Central Square, NY

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Maine, NY

Unscored
$4,000174,638 mi

Comparison: 26 similar vehicles

Maine, NY

2015 Cadillac XTS Luxury Collection

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

2015 Cadillac XTS Luxury Collection

Utica, NY

UnscoredInsufficient · 4
$4,200142,092 mi

Comparison: 4 similar vehicles

Utica, 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

1988 Cadillac Allante

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

1988 Cadillac Allante

Utica, NY

UnscoredInsufficient · 0
$4,200142,524 mi

Utica, 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

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

Fair PriceModerate · 22
$4,444106,491 mi

Market: $4,190 – $9,490

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 332 days listed (based on current market benchmarks)

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

2009 Volvo S80 3.2

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

2009 Volvo S80 3.2

Little Falls, NY

UnscoredInsufficient · 0
$4,495131,825 mi

Little Falls, NY

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Maine, NY

Unscored
$4,500195,977 mi

Comparison: 56 similar vehicles

Maine, NY

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Maine, NY

UnscoredInsufficient · 3
$4,500157,780 mi

Comparison: 3 similar vehicles

Maine, 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: 21 similar vehicles

Rome, NY

2006 Pontiac Grand Prix GP

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

2006 Pontiac Grand Prix GP

Nelliston, NY

UnscoredInsufficient · 0
$4,90092,700 mi

Nelliston, NY

2018 Ford Escape SE

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

2018 Ford Escape SE

Rome, NY

Unscored
$4,950194,586 mi

Comparison: 8 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

2000 Mercedes-Benz S-Class S500

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

2000 Mercedes-Benz S-Class S500

Lee Center, NY

UnscoredInsufficient · 0
$4,99091,303 mi

Lee Center, NY

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Utica, NY

Unscored
$4,995155,208 mi

Comparison: 14 similar vehicles

Utica, 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

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Utica, NY

Fair PriceModerate · 21
$4,99593,908 mi

Market: $3,900 – $8,495

Comparison: 21 similar vehicles

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

Utica, NY

2011 Ford Econoline

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

2011 Ford Econoline

Cortland, NY

UnscoredInsufficient · 0
$4,995164,363 mi

Cortland, NY

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Herkimer, NY

UnscoredInsufficient · 0
$4,99556,965 mi

Herkimer, 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

UnscoredInsufficient · 3
$4,995144,836 mi

Comparison: 3 similar vehicles

Salina, NY

2009 Chevrolet Express Cargo Work Van

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

2009 Chevrolet Express Cargo Work Van

Little Falls, NY

Unscored
$4,995194,552 mi

Comparison: 13 similar vehicles

Little Falls, NY

2009 Toyota Matrix Base

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

2009 Toyota Matrix Base

Cortland, NY

UnscoredInsufficient · 3
$4,995172,000 mi

Comparison: 3 similar vehicles

Cortland, NY

2008 Jeep Patriot Limited

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

2008 Jeep Patriot Limited

Little Falls, NY

UnscoredInsufficient · 0
$4,995144,038 mi

Little Falls, NY

2005 Subaru Outback I

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

2005 Subaru Outback I

Little Falls, NY

Unscored
$4,995137,330 mi

Comparison: 8 similar vehicles

Little Falls, NY

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Maine, NY

Unscored
$5,000171,179 mi

Comparison: 200 similar vehicles

Maine, NY

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Maine, NY

Fair PriceModerate · 22
$5,000114,816 mi

Market: $2,500 – $10,995

Comparison: 22 similar vehicles

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

Maine, 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 · 0
$5,074153,000 mi

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 · 15
$5,195106,946 mi

Market: $5,999 – $6,995

Comparison: 15 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 441 days listed (based on current market benchmarks)

West Monroe, NY

2012 Subaru Outback Limited

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

2012 Subaru Outback Limited

Utica, NY

Unscored
$5,200140,300 mi

Comparison: 38 similar vehicles

Utica, 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 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Rome, NY

Unscored
$5,250190,911 mi

Comparison: 135 similar vehicles

Rome, 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 · 41
$5,295114,076 mi

Market: $2,500 – $9,725

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

West Monroe, 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

Unscored
$5,30066,856 mi

Comparison: 5 similar vehicles

Syracuse, 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

2015 Chevrolet Spark 1LT

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

2015 Chevrolet Spark 1LT

Whitesboro, NY

Unscored
$5,495128,000 mi

Comparison: 12 similar vehicles

Whitesboro, NY

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Little Falls, NY

Fair PriceLimited · 12
$5,495103,395 mi

Market: $4,800 – $8,095

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 269 days listed (based on current market benchmarks)

Little Falls, 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: 12 similar vehicles

Rome, 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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