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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 14, 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

5,370 listings found

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Youngstown, OH

UnscoredInsufficient · 3
$1,995215,750 mi

Comparison: 3 similar vehicles

Youngstown, OH

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Youngstown, OH

Unscored
$2,495163,201 mi

Comparison: 12 similar vehicles

Youngstown, OH

2010 Kia Forte EX

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

2010 Kia Forte EX

Youngstown, OH

Unscored
$2,880191,773 mi

Comparison: 10 similar vehicles

Youngstown, OH

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

North Versailles, PA

Unscored
$2,900241,727 mi

Comparison: 23 similar vehicles

North Versailles, PA

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Lowellville, OH

Unscored
$2,995253,307 mi

Comparison: 19 similar vehicles

Lowellville, OH

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Youngstown, OH

Unscored
$2,995189,000 mi

Comparison: 9 similar vehicles

Youngstown, OH

2009 Saturn Aura XR

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

2009 Saturn Aura XR

Youngstown, OH

Unscored
$2,995178,760 mi

Comparison: 15 similar vehicles

Youngstown, OH

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Youngstown, OH

Unscored
$2,995284,163 mi

Comparison: 16 similar vehicles

Youngstown, OH

2009 Hyundai Sonata LIMITED

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

2009 Hyundai Sonata LIMITED

Lowellville, OH

UnscoredInsufficient · 4
$2,995134,495 mi

Comparison: 4 similar vehicles

Lowellville, OH

2008 Cadillac STS Base

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

2008 Cadillac STS Base

Youngstown, OH

UnscoredInsufficient · 0
$2,995131,164 mi

Youngstown, OH

2007 Lincoln MKZ Base

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

2007 Lincoln MKZ Base

Lowellville, OH

Unscored
$2,995156,686 mi

Comparison: 5 similar vehicles

Lowellville, OH

2006 Honda Civic LX

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

2006 Honda Civic LX

Lowellville, OH

UnscoredInsufficient · 3
$2,995281,700 mi

Comparison: 3 similar vehicles

Lowellville, OH

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Youngstown, OH

UnscoredInsufficient · 4
$2,999165,747 mi

Comparison: 4 similar vehicles

Youngstown, OH

2011 Kia Forte EX

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

2011 Kia Forte EX

Struthers, OH

UnscoredInsufficient · 3
$2,999191,328 mi

Comparison: 3 similar vehicles

Struthers, OH

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Cranberry, PA

Unscored
$3,185136,593 mi

Comparison: 37 similar vehicles

Cranberry, PA

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Youngstown, OH

Unscored
$3,300143,779 mi

Comparison: 12 similar vehicles

Youngstown, OH

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Youngstown, OH

Unscored
$3,450161,222 mi

Comparison: 22 similar vehicles

Youngstown, OH

2017 Ford Focus SE

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

2017 Ford Focus SE

Cranberry, PA

Unscored
$3,485140,137 mi

Comparison: 71 similar vehicles

Cranberry, PA

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Cranberry, PA

Fair PriceModerate · 35
$3,485116,322 mi

Market: $2,895 – $9,488

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 562 days listed (based on current market benchmarks)

Cranberry, PA

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Cranberry, PA

Unscored
$3,485172,034 mi

Comparison: 20 similar vehicles

Cranberry, PA

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Youngstown, OH

Fair PriceModerate · 46
$3,500Mileage not verified

Market: $3,000 – $8,599

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 219 days listed (based on current market benchmarks)

Youngstown, OH

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Youngstown, OH

Unscored
$3,500140,509 mi

Comparison: 18 similar vehicles

Youngstown, OH

2014 Ford Focus SE

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

2014 Ford Focus SE

Homer City, PA

UnscoredInsufficient · 3
$3,595163,016 mi

Comparison: 3 similar vehicles

Homer City, PA

2008 INFINITI G 35

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

2008 INFINITI G 35

Verona, PA

Unscored
$3,800176,808 mi

Comparison: 5 similar vehicles

Verona, PA

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Latrobe, PA

Unscored
$3,800262,636 mi

Comparison: 16 similar vehicles

Latrobe, PA

2008 Mercury Milan Premier

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

2008 Mercury Milan Premier

Youngstown, OH

UnscoredInsufficient · 3
$3,880147,139 mi

Comparison: 3 similar vehicles

Youngstown, OH

2010 Volkswagen Jetta TDI

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

2010 Volkswagen Jetta TDI

Homer City, PA

UnscoredInsufficient · 0
$3,895152,054 mi

Homer City, 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

Verona, PA

Unscored
$3,900133,342 mi

Comparison: 8 similar vehicles

Verona, PA

2012 Chevrolet Cruze 1FL

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

2012 Chevrolet Cruze 1FL

Poland, OH

Unscored
$3,900180,955 mi

Comparison: 6 similar vehicles

Poland, OH

2009 Honda Accord EX

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

2009 Honda Accord EX

Poland, OH

UnscoredInsufficient · 0
$3,900230,134 mi

Poland, OH

2013 Kia Forte EX

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

2013 Kia Forte EX

Pittsburgh, PA

Unscored
$3,950120,000 mi

Comparison: 5 similar vehicles

Pittsburgh, PA

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Pittsburgh, PA

UnscoredInsufficient · 4
$3,950175,000 mi

Comparison: 4 similar vehicles

Pittsburgh, PA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

East Palestine, OH

Unscored
$3,990127,309 mi

Comparison: 11 similar vehicles

East Palestine, OH

2010 Suzuki Kizashi SE

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

2010 Suzuki Kizashi SE

West Pittsburg, PA

UnscoredInsufficient · 0
$3,99067,000 mi

West Pittsburg, PA

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

West Pittsburg, PA

UnscoredInsufficient · 0
$3,992145,000 mi

West Pittsburg, PA

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Lowellville, OH

UnscoredInsufficient · 0
$3,995341,517 mi

Lowellville, OH

2015 Kia Optima LX

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

2015 Kia Optima LX

Lowellville, OH

UnscoredInsufficient · 3
$3,995173,709 mi

Comparison: 3 similar vehicles

Lowellville, OH

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Youngstown, OH

UnscoredInsufficient · 3
$3,995222,004 mi

Comparison: 3 similar vehicles

Youngstown, OH

2014 Nissan Altima S

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

2014 Nissan Altima S

Homer City, PA

Unscored
$3,995194,806 mi

Comparison: 55 similar vehicles

Homer City, PA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Lowellville, OH

UnscoredInsufficient · 3
$3,995246,660 mi

Comparison: 3 similar vehicles

Lowellville, OH

2014 Subaru Legacy 2.5i Premium

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

2014 Subaru Legacy 2.5i Premium

Lowellville, OH

Unscored
$3,995213,922 mi

Comparison: 18 similar vehicles

Lowellville, OH

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Lowellville, OH

UnscoredInsufficient · 4
$3,995214,800 mi

Comparison: 4 similar vehicles

Lowellville, OH

2013 Chrysler 200 LX

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

2013 Chrysler 200 LX

Youngstown, OH

Unscored
$3,995164,560 mi

Comparison: 11 similar vehicles

Youngstown, OH

2013 Chevrolet Malibu 1SA

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

2013 Chevrolet Malibu 1SA

Lowellville, OH

Unscored
$3,995200,409 mi

Comparison: 10 similar vehicles

Lowellville, OH

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Lowellville, OH

UnscoredInsufficient · 3
$3,995144,460 mi

Comparison: 3 similar vehicles

Lowellville, OH

2012 Nissan Maxima SV

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

2012 Nissan Maxima SV

Lowellville, OH

Unscored
$3,995155,015 mi

Comparison: 6 similar vehicles

Lowellville, OH

2012 Mitsubishi Galant ES

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

2012 Mitsubishi Galant ES

New Kensington, PA

UnscoredInsufficient · 0
$3,995190,627 mi

New Kensington, PA

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Pittsburgh, PA

Unscored
$3,995141,326 mi

Comparison: 25 similar vehicles

Pittsburgh, PA

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Youngstown, OH

Unscored
$3,995182,691 mi

Comparison: 27 similar vehicles

Youngstown, OH

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Lowellville, OH

Unscored
$3,995149,119 mi

Comparison: 14 similar vehicles

Lowellville, OH

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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