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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 11, 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

14,364 listings found

2007 Lincoln MKZ Base

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

2007 Lincoln MKZ Base

Boswell, PA

Unscored
$2,48372,248 mi

Comparison: 6 similar vehicles

Boswell, PA

2007 Ford Focus ZX3 S

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

2007 Ford Focus ZX3 S

Bloomery, WV

UnscoredInsufficient · 0
$2,495202,000 mi

Bloomery, WV

2007 Suzuki SX4 Convenience Pkg

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

2007 Suzuki SX4 Convenience Pkg

East Freedom, PA

UnscoredInsufficient · 0
$2,950123,646 mi

East Freedom, PA

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Chambersburg, PA

Unscored
$2,990190,712 mi

Comparison: 21 similar vehicles

Chambersburg, PA

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Bloomery, WV

Unscored
$2,995218,000 mi

Comparison: 35 similar vehicles

Bloomery, 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 · 4
$2,995Mileage not verified

Comparison: 4 similar vehicles

Hedgesville, WV

2010 Dodge Avenger SXT

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

2010 Dodge Avenger SXT

Windber, PA

UnscoredInsufficient · 0
$2,995160,000 mi

Windber, PA

2009 Honda Pilot EX-L

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

2009 Honda Pilot EX-L

Bloomery, WV

Unscored
$2,995255,000 mi

Comparison: 6 similar vehicles

Bloomery, WV

1999 Lincoln Town Car EXECUTIVE

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

1999 Lincoln Town Car EXECUTIVE

Martinsburg, WV

UnscoredInsufficient · 3
$2,995199,123 mi

Comparison: 3 similar vehicles

Martinsburg, WV

2009 Suzuki XL7 Luxury

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

2009 Suzuki XL7 Luxury

Windber, PA

UnscoredInsufficient · 0
$3,295154,000 mi

Windber, PA

2008 Dodge Nitro SLT

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

2008 Dodge Nitro SLT

Martinsburg, WV

UnscoredInsufficient · 0
$3,295130,542 mi

Martinsburg, WV

2007 Hyundai Sonata SE

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

2007 Hyundai Sonata SE

Chambersburg, PA

UnscoredInsufficient · 4
$3,390111,061 mi

Comparison: 4 similar vehicles

Chambersburg, PA

2001 Nissan Frontier SC

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

2001 Nissan Frontier SC

Berkeley Springs, WV

UnscoredInsufficient · 0
$3,400156,918 mi

Berkeley Springs, WV

1996 Mercedes-Benz E-Class

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

1996 Mercedes-Benz E-Class

East Freedom, PA

UnscoredInsufficient · 0
$3,450234,125 mi

East Freedom, PA

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

Unscored
$3,495263,000 mi

Comparison: 128 similar vehicles

Bloomery, WV

2010 Toyota Prius V

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

2010 Toyota Prius V

Bloomery, WV

Salvage title
$3,495235,000 mi

Bloomery, WV

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Martinsburg, WV

Unscored
$3,495174,926 mi

Comparison: 8 similar vehicles

Martinsburg, 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

Unscored
$3,700209,948 mi

Comparison: 9 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

2012 BMW 5 Series 528i

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

2012 BMW 5 Series 528i

Falling Waters, WV

Unscored
$3,800148,000 mi

Comparison: 10 similar vehicles

Falling Waters, WV

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Chambersburg, PA

Unscored
$3,890229,653 mi

Comparison: 36 similar vehicles

Chambersburg, PA

2013 Dodge Dart Limited

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

2013 Dodge Dart Limited

Windber, PA

Unscored
$3,895165,000 mi

Comparison: 12 similar vehicles

Windber, PA

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Bedford, PA

Unscored
$3,895185,509 mi

Comparison: 16 similar vehicles

Bedford, PA

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Stoystown, PA

UnscoredInsufficient · 0
$3,90078,512 mi

Stoystown, PA

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Stoystown, PA

Great DealModerate · 34
$3,95086,715 mi

Market: $4,995 – $14,850

Comparison: 34 similar vehicles

Competitively priced ~21% below the typical range compared to similar vehicles · 158 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

Unscored
$3,995157,755 mi

Comparison: 22 similar vehicles

Martinsburg, WV

2012 Subaru Outback Base

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

2012 Subaru Outback Base

Bedford, PA

Unscored
$3,995195,544 mi

Comparison: 5 similar vehicles

Bedford, PA

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Bloomery, WV

Unscored
$3,995146,000 mi

Comparison: 7 similar vehicles

Bloomery, WV

2011 Volkswagen Jetta SEL

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

2011 Volkswagen Jetta SEL

Martinsburg, WV

UnscoredInsufficient · 0
$3,995169,750 mi

Martinsburg, WV

1989 Ford Escort

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

1989 Ford Escort

Bloomery, WV

UnscoredInsufficient · 0
$3,99529,000 mi

Bloomery, WV

2011 Ford F-350 Super Duty XL

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

2011 Ford F-350 Super Duty XL

Roaring Spring, PA

Unscored
$3,999301,439 mi

Comparison: 8 similar vehicles

Roaring Spring, PA

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

2001 Lexus RX 300

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

2001 Lexus RX 300

Berkeley Springs, WV

UnscoredInsufficient · 0
$4,000163,481 mi

Berkeley Springs, WV

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Martinsburg, WV

UnscoredInsufficient · 3
$4,100146,450 mi

Comparison: 3 similar vehicles

Martinsburg, WV

2009 Honda Pilot EX-L

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

2009 Honda Pilot EX-L

Berkeley Springs, WV

Unscored
$4,200190,120 mi

Comparison: 5 similar vehicles

Berkeley Springs, WV

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Chambersburg, PA

Unscored
$4,290140,279 mi

Comparison: 10 similar vehicles

Chambersburg, PA

2012 Volkswagen Passat S

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

2012 Volkswagen Passat S

Windber, PA

UnscoredInsufficient · 3
$4,295125,000 mi

Comparison: 3 similar vehicles

Windber, 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

2007 Acura RDX Base

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

2007 Acura RDX Base

Berkeley Springs, WV

Unscored
$4,300173,825 mi

Comparison: 14 similar vehicles

Berkeley Springs, WV

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Chambersburg, PA

Unscored
$4,390185,090 mi

Comparison: 16 similar vehicles

Chambersburg, PA

2006 Scion xB Base

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

2006 Scion xB Base

Chambersburg, PA

Fair PriceLimited · 11
$4,390118,359 mi

Market: $2,500 – $5,999

Comparison: 11 similar vehicles

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

Chambersburg, PA

2014 Dodge Journey SXT

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

2014 Dodge Journey SXT

Martinsburg, WV

Unscored
$4,395143,787 mi

Comparison: 10 similar vehicles

Martinsburg, WV

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Martinsburg, WV

Unscored
$4,395145,767 mi

Comparison: 40 similar vehicles

Martinsburg, WV

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Roaring Spring, PA

Unscored
$4,469123,228 mi

Comparison: 15 similar vehicles

Roaring Spring, PA

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Chambersburg, PA

Unscored
$4,490145,031 mi

Comparison: 31 similar vehicles

Chambersburg, PA

2013 Chevrolet Spark 1LT

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

2013 Chevrolet Spark 1LT

Windber, PA

UnscoredInsufficient · 0
$4,49557,000 mi

Windber, PA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Martinsburg, WV

Unscored
$4,495153,947 mi

Comparison: 20 similar vehicles

Martinsburg, WV

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Martinsburg, WV

Unscored
$4,500152,398 mi

Comparison: 10 similar vehicles

Martinsburg, WV

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Patton, PA

Unscored
$4,500230,116 mi

Comparison: 13 similar vehicles

Patton, PA

2011 Chrysler 200 Limited

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

2011 Chrysler 200 Limited

Stoystown, PA

Unscored
$4,50061,132 mi

Comparison: 9 similar vehicles

Stoystown, PA

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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