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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

717 listings found

2012 Dodge Avenger SXT

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

2012 Dodge Avenger SXT

Bunker Hill, WV

UnscoredLimited · 6
$1,995135,000 mi

Comparison: 6 similar vehicles

Bunker Hill, WV

2012 Dodge Charger Police

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

2012 Dodge Charger Police

Bunker Hill, WV

UnscoredLimited · 5
$1,995150,000 mi

Comparison: 5 similar vehicles

Bunker Hill, WV

2007 Nissan Maxima SE

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

2007 Nissan Maxima SE

Bunker Hill, WV

UnscoredInsufficient · 3
$1,995129,000 mi

Comparison: 3 similar vehicles

Bunker Hill, WV

2014 Ford Focus SE

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

2014 Ford Focus SE

Bunker Hill, WV

UnscoredLimited · 7
$2,49596,000 mi

Comparison: 7 similar vehicles

Bunker Hill, WV

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Bunker Hill, WV

UnscoredInsufficient · 3
$2,495160,000 mi

Comparison: 3 similar vehicles

Bunker Hill, WV

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Bunker Hill, WV

UnscoredModerate · 27
$2,495170,000 mi

Comparison: 27 similar vehicles

Bunker Hill, WV

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Hedgesville, WV

UnscoredInsufficient · 0
$2,995Mileage not verified

Hedgesville, WV

2006 Acura TSX Base

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

2006 Acura TSX Base

Windber, PA

UnscoredInsufficient · 0
$2,995190,000 mi

Windber, PA

2003 Volkswagen Jetta GLS

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

2003 Volkswagen Jetta GLS

Bunker Hill, WV

UnscoredInsufficient · 0
$2,995Mileage not verified

Bunker Hill, WV

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Windber, PA

UnscoredInsufficient · 0
$3,295141,000 mi

Windber, PA

2014 Buick Verano 1ST

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

2014 Buick Verano 1ST

Mount Pleasant, PA

UnscoredInsufficient · 0
$3,400Mileage not verified

Mount Pleasant, PA

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Bunker Hill, WV

UnscoredLimited · 6
$3,495136,000 mi

Comparison: 6 similar vehicles

Bunker Hill, WV

2012 Honda Civic LX

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

2012 Honda Civic LX

Bloomery, WV

UnscoredRobust · 91
$3,495263,000 mi

Comparison: 91 similar vehicles

Bloomery, WV

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Martinsburg, WV

UnscoredLimited · 7
$3,700209,948 mi

Comparison: 7 similar vehicles

Martinsburg, WV

2008 Volvo S80 T6

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

2008 Volvo S80 T6

Berkeley Springs, WV

UnscoredInsufficient · 0
$3,700193,292 mi

Berkeley Springs, WV

2016 Ford Focus SE

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

2016 Ford Focus SE

Stoystown, PA

Fair PriceRobust · 64
$3,90066,375 mi

Market: $3,000 – $25,000

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Stoystown, PA

2014 Kia Forte EX

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

2014 Kia Forte EX

Martinsburg, WV

UnscoredModerate · 28
$3,995157,755 mi

Comparison: 28 similar vehicles

Martinsburg, WV

2007 Lincoln MKZ Base

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

2007 Lincoln MKZ Base

Martinsburg, WV

UnscoredInsufficient · 0
$3,995137,037 mi

Martinsburg, WV

2004 Honda Civic EX

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

2004 Honda Civic EX

Winchester, VA

UnscoredLimited · 16
$3,995177,071 mi

Comparison: 16 similar vehicles

Winchester, VA

2010 Suzuki Kizashi SLS

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

2010 Suzuki Kizashi SLS

Berkeley Springs, WV

UnscoredInsufficient · 0
$4,000130,000 mi

Berkeley Springs, WV

2006 Toyota Avalon Limited

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

2006 Toyota Avalon Limited

Berkeley Springs, WV

UnscoredLimited · 6
$4,000182,000 mi

Comparison: 6 similar vehicles

Berkeley Springs, WV

2014 Ford Taurus SEL

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

2014 Ford Taurus SEL

Mount Pleasant, PA

Fair PriceLimited · 15
$4,300Mileage not verified

Market: $3,990 – $11,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 616 days listed (based on current market benchmarks)

Mount Pleasant, PA

2011 Nissan Maxima S

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

2011 Nissan Maxima S

Berkeley Springs, WV

UnscoredInsufficient · 0
$4,300183,577 mi

Berkeley Springs, WV

2017 Ford Focus SEL

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

2017 Ford Focus SEL

Mount Pleasant, PA

UnscoredLimited · 17
$4,500Mileage not verified

Comparison: 17 similar vehicles

Mount Pleasant, PA

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Mount Pleasant, PA

UnscoredLimited · 10
$4,500Mileage not verified

Comparison: 10 similar vehicles

Mount Pleasant, PA

2007 Chrysler Sebring Base

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

2007 Chrysler Sebring Base

Stoystown, PA

UnscoredInsufficient · 0
$4,50069,493 mi

Stoystown, PA

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Mount Pleasant, PA

Fair PriceModerate · 36
$4,600Mileage not verified

Market: $3,900 – $10,398

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 398 days listed (based on current market benchmarks)

Mount Pleasant, PA

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Winchester, VA

UnscoredLimited · 5
$4,70099,251 mi

Comparison: 5 similar vehicles

Winchester, VA

2018 Chevrolet Sonic LT

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

2018 Chevrolet Sonic LT

Stoystown, PA

UnscoredLimited · 6
$4,90078,535 mi

Comparison: 6 similar vehicles

Stoystown, PA

2012 Ford Fusion S

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

2012 Ford Fusion S

Winchester, VA

UnscoredLimited · 14
$4,990153,060 mi

Comparison: 14 similar vehicles

Winchester, VA

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Winchester, VA

UnscoredLimited · 7
$4,995123,730 mi

Comparison: 7 similar vehicles

Winchester, VA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Martinsburg, WV

UnscoredModerate · 33
$4,995132,459 mi

Comparison: 33 similar vehicles

Martinsburg, WV

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Bedford, PA

UnscoredModerate · 46
$4,995132,680 mi

Comparison: 46 similar vehicles

Bedford, PA

2010 Lexus IS 250

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

2010 Lexus IS 250

Martinsburg, WV

UnscoredModerate · 42
$4,995195,526 mi

Comparison: 42 similar vehicles

Martinsburg, WV

2009 Nissan Maxima S

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

2009 Nissan Maxima S

Martinsburg, WV

UnscoredInsufficient · 0
$4,995142,286 mi

Martinsburg, WV

2008 Cadillac DTS 1SD

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

2008 Cadillac DTS 1SD

Winchester, VA

UnscoredInsufficient · 0
$4,995110,589 mi

Winchester, VA

1998 Toyota Camry CE

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

1998 Toyota Camry CE

Winchester, VA

UnscoredInsufficient · 0
$4,995109,823 mi

Winchester, VA

2006 Nissan Maxima SE

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

2006 Nissan Maxima SE

Winchester, VA

UnscoredInsufficient · 0
$4,998120,207 mi

Winchester, VA

2010 Volkswagen CC VR6 4Motion

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

2010 Volkswagen CC VR6 4Motion

Winchester, VA

UnscoredInsufficient · 0
$5,200121,251 mi

Winchester, VA

2012 Dodge Charger SXT

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

2012 Dodge Charger SXT

Berkeley Springs, WV

UnscoredLimited · 10
$5,300180,000 mi

Comparison: 10 similar vehicles

Berkeley Springs, WV

2010 Chevrolet Malibu LTZ

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

2010 Chevrolet Malibu LTZ

Mount Pleasant, PA

UnscoredLimited · 9
$5,495181,416 mi

Comparison: 9 similar vehicles

Mount Pleasant, PA

2009 Honda Civic HYBRID

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

2009 Honda Civic HYBRID

Martinsburg, WV

UnscoredLimited · 5
$5,495136,631 mi

Comparison: 5 similar vehicles

Martinsburg, WV

2008 Cadillac DTS 1SB

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

2008 Cadillac DTS 1SB

Winchester, VA

UnscoredInsufficient · 3
$5,49589,862 mi

Comparison: 3 similar vehicles

Winchester, VA

2017 Ford Focus S

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

2017 Ford Focus S

Stoystown, PA

UnscoredLimited · 9
$5,50066,066 mi

Comparison: 9 similar vehicles

Stoystown, PA

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Mount Pleasant, PA

UnscoredLimited · 9
$5,500Mileage not verified

Comparison: 9 similar vehicles

Mount Pleasant, PA

2014 BMW 3 Series 320i

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

2014 BMW 3 Series 320i

Stoystown, PA

UnscoredLimited · 16
$5,50062,291 mi

Comparison: 16 similar vehicles

Stoystown, PA

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Stoystown, PA

UnscoredInsufficient · 0
$5,50055,041 mi

Stoystown, PA

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Berkeley Springs, WV

UnscoredLimited · 9
$5,500159,929 mi

Comparison: 9 similar vehicles

Berkeley Springs, WV

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Stoystown, PA

UnscoredInsufficient · 0
$5,50055,520 mi

Stoystown, PA

2004 Ford Focus SE

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

2004 Ford Focus SE

Winchester, VA

UnscoredInsufficient · 0
$5,59468,631 mi

Winchester, VA

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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