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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

127 listings found

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Luray, VA

UnscoredInsufficient · 0
$3,295203,750 mi

Luray, VA

2011 INFINITI EX 35 Journey

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

2011 INFINITI EX 35 Journey

Luray, VA

Unscored
$4,410209,671 mi

Comparison: 6 similar vehicles

Luray, VA

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Luray, VA

Unscored
$4,99093,153 mi

Comparison: 7 similar vehicles

Luray, VA

2009 Kia Rio LX

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

2009 Kia Rio LX

Luray, VA

UnscoredInsufficient · 0
$4,99066,139 mi

Luray, VA

2006 Hyundai Elantra GLS

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

2006 Hyundai Elantra GLS

Luray, VA

UnscoredInsufficient · 0
$4,99091,770 mi

Luray, VA

2019 Ford Escape SE

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

2019 Ford Escape SE

Luray, VA

Unscored
$4,995185,255 mi

Comparison: 141 similar vehicles

Luray, VA

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

Luray, VA

Fair PriceModerate · 28
$5,295119,626 mi

Market: $1,900 – $10,998

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Luray, VA

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Luray, VA

Unscored
$5,500152,625 mi

Comparison: 6 similar vehicles

Luray, VA

2003 Jeep Liberty LIMITED

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

2003 Jeep Liberty LIMITED

Luray, VA

UnscoredInsufficient · 0
$5,90099,355 mi

Luray, VA

2012 Kia Forte EX

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

2012 Kia Forte EX

Luray, VA

Unscored
$5,99091,376 mi

Comparison: 7 similar vehicles

Luray, VA

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Luray, VA

Fair PriceLimited · 11
$5,99079,805 mi

Market: $3,990 – $9,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Luray, VA

2009 Nissan Versa S

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

2009 Nissan Versa S

Luray, VA

Fair PriceModerate · 30
$5,99073,702 mi

Market: $1,600 – $7,300

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Luray, VA

2007 Jeep Compass Sport

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

2007 Jeep Compass Sport

Luray, VA

UnscoredInsufficient · 0
$5,99082,206 mi

Luray, VA

2006 MINI Cooper Base

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

2006 MINI Cooper Base

Luray, VA

Unscored
$5,995109,463 mi

Comparison: 8 similar vehicles

Luray, VA

2013 Ford Focus SE

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

2013 Ford Focus SE

Luray, VA

Fair PriceRobust · 55
$6,25076,037 mi

Market: $2,871 – $14,900

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Luray, VA

2007 Chevrolet Equinox LT

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

2007 Chevrolet Equinox LT

Luray, VA

Unscored
$6,29985,896 mi

Comparison: 7 similar vehicles

Luray, VA

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Luray, VA

UnscoredInsufficient · 0
$6,69987,891 mi

Luray, VA

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Luray, VA

UnscoredInsufficient · 0
$6,99087,785 mi

Luray, VA

2008 Volkswagen Rabbit S

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

2008 Volkswagen Rabbit S

Luray, VA

UnscoredInsufficient · 0
$6,99057,454 mi

Luray, VA

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Luray, VA

Fair PriceLimited · 10
$6,99083,460 mi

Market: $2,895 – $7,200

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 294 days listed (based on current market benchmarks)

Luray, VA

No Photo

2011 Chevrolet Cruze 2LT

Luray, VA

UnscoredInsufficient · 0
$6,995160,667 mi

Luray, VA

2010 Toyota Prius II

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

2010 Toyota Prius II

Luray, VA

Unscored
$6,995139,758 mi

Comparison: 32 similar vehicles

Luray, VA

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Luray, VA

Unscored
$7,295110,850 mi

Comparison: 6 similar vehicles

Luray, VA

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Luray, VA

OverpricedLimited · 14
$7,495151,065 mi

Market: $2,500 – $7,082

Comparison: 14 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Luray, VA

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Luray, VA

OverpricedLimited · 10
$7,49983,511 mi

Market: $2,995 – $7,099

Comparison: 10 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Luray, VA

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

Luray, VA

UnscoredInsufficient · 3
$7,99068,170 mi

Comparison: 3 similar vehicles

Luray, VA

2017 Ford Escape SE

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

2017 Ford Escape SE

Luray, VA

Fair PriceRobust · 345
$7,99579,857 mi

Market: $2,500 – $16,195

Comparison: 345 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Luray, VA

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Luray, VA

Unscored
$7,995175,044 mi

Comparison: 93 similar vehicles

Luray, VA

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

Luray, VA

Unscored
$7,995159,713 mi

Comparison: 21 similar vehicles

Luray, VA

No Photo

2011 Hyundai Sonata GLS

Luray, VA

UnscoredInsufficient · 4
$7,995150,319 mi

Comparison: 4 similar vehicles

Luray, VA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Luray, VA

UnscoredInsufficient · 4
$7,995105,250 mi

Comparison: 4 similar vehicles

Luray, VA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Luray, VA

Unscored
$8,295164,184 mi

Comparison: 51 similar vehicles

Luray, VA

2007 Jeep Wrangler Unlimited Sahara

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

2007 Jeep Wrangler Unlimited Sahara

Luray, VA

Unscored
$8,888191,825 mi

Comparison: 12 similar vehicles

Luray, VA

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Luray, VA

Fair PriceRobust · 131
$8,99572,874 mi

Market: $4,995 – $15,794

Comparison: 131 similar vehicles

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

Luray, VA

2015 BMW 2 Series 228i

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

2015 BMW 2 Series 228i

Luray, VA

Fair PriceModerate · 25
$8,99590,784 mi

Market: $6,699 – $17,998

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Luray, VA

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Luray, VA

OverpricedModerate · 35
$8,995124,146 mi

Market: $3,800 – $7,900

Comparison: 35 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Luray, VA

2019 Nissan Pathfinder SV

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

2019 Nissan Pathfinder SV

Luray, VA

Unscored
$9,900138,380 mi

Comparison: 31 similar vehicles

Luray, VA

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

Luray, VA

Unscored
$9,995133,064 mi

Comparison: 72 similar vehicles

Luray, VA

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Luray, VA

Unscored
$9,995137,591 mi

Comparison: 30 similar vehicles

Luray, VA

2016 Chevrolet Impala Limited Police Sedan

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

2016 Chevrolet Impala Limited Police Sedan

Luray, VA

UnscoredInsufficient · 0
$9,995103,880 mi

Luray, VA

2012 Ford Expedition XL

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

2012 Ford Expedition XL

Luray, VA

UnscoredInsufficient · 0
$9,995107,395 mi

Luray, VA

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Luray, VA

Unscored
$9,995130,952 mi

Comparison: 15 similar vehicles

Luray, VA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Luray, VA

UnscoredInsufficient · 0
$10,29554,830 mi

Luray, VA

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Luray, VA

Fair PriceModerate · 36
$10,498102,473 mi

Market: $4,950 – $14,590

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Luray, VA

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Luray, VA

Unscored
$10,995177,030 mi

Comparison: 48 similar vehicles

Luray, VA

2017 Buick Encore Essence

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

2017 Buick Encore Essence

Luray, VA

Fair PriceModerate · 24
$11,295102,905 mi

Market: $4,999 – $14,999

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Luray, VA

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

Luray, VA

OverpricedModerate · 31
$11,90092,387 mi

Market: $6,995 – $10,498

Comparison: 31 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Luray, VA

2020 Nissan Maxima SV

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

2020 Nissan Maxima SV

Luray, VA

Unscored
$11,995125,480 mi

Comparison: 30 similar vehicles

Luray, VA

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Luray, VA

Unscored
$11,999128,534 mi

Comparison: 67 similar vehicles

Luray, VA

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Luray, VA

Unscored
$13,900113,071 mi

Comparison: 6 similar vehicles

Luray, VA

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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