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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 9, 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

64 listings found

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

1999 Ford Ranger XL

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

1999 Ford Ranger XL

Berkeley Springs, WV

UnscoredInsufficient · 0
$3,500200,599 mi

Berkeley Springs, 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

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

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

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: 13 similar vehicles

Berkeley Springs, WV

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Berkeley Springs, WV

UnscoredInsufficient · 0
$4,500163,484 mi

Berkeley Springs, WV

1996 Toyota Tacoma

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

1996 Toyota Tacoma

Berkeley Springs, WV

UnscoredInsufficient · 0
$4,500280,242 mi

Berkeley Springs, WV

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

Unscored
$5,300180,000 mi

Comparison: 9 similar vehicles

Berkeley Springs, WV

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

Unscored
$5,500159,929 mi

Comparison: 10 similar vehicles

Berkeley Springs, WV

2012 Lincoln MKS Base

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

2012 Lincoln MKS Base

Berkeley Springs, WV

UnscoredInsufficient · 4
$5,700135,000 mi

Comparison: 4 similar vehicles

Berkeley Springs, WV

2012 BMW 7 Series ALPINA B7

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

2012 BMW 7 Series ALPINA B7

Berkeley Springs, WV

Unscored
$6,000160,000 mi

Comparison: 5 similar vehicles

Berkeley Springs, WV

2011 Cadillac CTS Luxury Collection

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

2011 Cadillac CTS Luxury Collection

Berkeley Springs, WV

Fair PriceLimited · 12
$6,800101,000 mi

Market: $4,900 – $10,694

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Berkeley Springs, WV

2006 Toyota Highlander Limited Hybrid

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

2006 Toyota Highlander Limited Hybrid

Berkeley Springs, WV

Unscored
$7,995182,906 mi

Comparison: 5 similar vehicles

Berkeley Springs, WV

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Berkeley Springs, WV

Unscored
$8,995142,083 mi

Comparison: 5 similar vehicles

Berkeley Springs, WV

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Berkeley Springs, WV

Fair PriceRobust · 247
$9,99599,236 mi

Market: $4,295 – $12,999

Comparison: 247 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Berkeley Springs, WV

2016 Hyundai Elantra GT Base

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

2016 Hyundai Elantra GT Base

Berkeley Springs, WV

Fair PriceRobust · 67
$9,99584,067 mi

Market: $3,000 – $13,990

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Berkeley Springs, WV

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Berkeley Springs, WV

Fair PriceRobust · 54
$9,99594,365 mi

Market: $4,777 – $16,195

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Berkeley Springs, WV

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

Berkeley Springs, WV

UnscoredInsufficient · 3
$9,995153,757 mi

Comparison: 3 similar vehicles

Berkeley Springs, WV

2010 Honda Fit Sport

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

2010 Honda Fit Sport

Berkeley Springs, WV

Unscored
$9,995147,076 mi

Comparison: 21 similar vehicles

Berkeley Springs, WV

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Berkeley Springs, WV

Fair PriceRobust · 127
$10,995108,478 mi

Market: $2,300 – $20,950

Comparison: 127 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Berkeley Springs, WV

2015 Honda Civic Hybrid

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

2015 Honda Civic Hybrid

Berkeley Springs, WV

UnscoredInsufficient · 3
$10,995163,473 mi

Comparison: 3 similar vehicles

Berkeley Springs, WV

2013 Honda Civic LX

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

2013 Honda Civic LX

Berkeley Springs, WV

Unscored
$10,995143,943 mi

Comparison: 89 similar vehicles

Berkeley Springs, WV

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Berkeley Springs, WV

Fair PriceModerate · 30
$11,99598,760 mi

Market: $4,200 – $14,975

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Berkeley Springs, WV

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Berkeley Springs, WV

Unscored
$11,995105,697 mi

Comparison: 9 similar vehicles

Berkeley Springs, WV

2015 Jeep Grand Cherokee Laredo

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

2015 Jeep Grand Cherokee Laredo

Berkeley Springs, WV

Unscored
$11,995121,876 mi

Comparison: 32 similar vehicles

Berkeley Springs, WV

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Berkeley Springs, WV

Unscored
$12,99554,571 mi

Comparison: 5 similar vehicles

Berkeley Springs, WV

2016 Subaru Impreza Base

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

2016 Subaru Impreza Base

Berkeley Springs, WV

UnscoredInsufficient · 3
$12,99597,467 mi

Comparison: 3 similar vehicles

Berkeley Springs, WV

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Berkeley Springs, WV

Unscored
$12,995148,081 mi

Comparison: 45 similar vehicles

Berkeley Springs, WV

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Berkeley Springs, WV

OverpricedModerate · 21
$12,99589,542 mi

Market: $2,995 – $8,495

Comparison: 21 similar vehicles

Priced ~53% above the typical market range for similar vehicles (based on current market benchmarks)

Berkeley Springs, WV

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Berkeley Springs, WV

Fair PriceModerate · 45
$13,995100,049 mi

Market: $5,995 – $15,895

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Berkeley Springs, WV

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Berkeley Springs, WV

Unscored
$13,995152,106 mi

Comparison: 9 similar vehicles

Berkeley Springs, WV

2017 Mazda Mazda3 Touring

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

2017 Mazda Mazda3 Touring

Berkeley Springs, WV

Unscored
$13,995124,699 mi

Comparison: 16 similar vehicles

Berkeley Springs, WV

2013 Audi A7 Premium

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

2013 Audi A7 Premium

Berkeley Springs, WV

UnscoredInsufficient · 4
$13,995108,531 mi

Comparison: 4 similar vehicles

Berkeley Springs, WV

2008 Honda Ridgeline RTS

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

2008 Honda Ridgeline RTS

Berkeley Springs, WV

Unscored
$13,995123,673 mi

Comparison: 5 similar vehicles

Berkeley Springs, WV

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Berkeley Springs, WV

Fair PriceModerate · 38
$14,99564,988 mi

Market: $6,995 – $15,290

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Berkeley Springs, WV

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Berkeley Springs, WV

Unscored
$14,99596,178 mi

Comparison: 7 similar vehicles

Berkeley Springs, WV

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Berkeley Springs, WV

Fair PriceRobust · 91
$14,99572,538 mi

Market: $2,700 – $16,900

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Berkeley Springs, WV

2020 Jeep Cherokee Altitude

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

2020 Jeep Cherokee Altitude

Berkeley Springs, WV

Fair PriceModerate · 32
$15,99591,955 mi

Market: $9,600 – $21,651

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Berkeley Springs, WV

2020 Nissan Rogue S

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

2020 Nissan Rogue S

Berkeley Springs, WV

Fair PriceModerate · 36
$15,99574,461 mi

Market: $7,299 – $19,900

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Berkeley Springs, WV

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Berkeley Springs, WV

Fair PriceRobust · 454
$15,995113,388 mi

Market: $5,295 – $20,499

Comparison: 454 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Berkeley Springs, WV

2016 Honda HR-V EX

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

2016 Honda HR-V EX

Berkeley Springs, WV

Fair PriceRobust · 52
$15,99575,596 mi

Market: $8,250 – $17,998

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Berkeley Springs, WV

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Berkeley Springs, WV

UnscoredInsufficient · 4
$16,99560,284 mi

Comparison: 4 similar vehicles

Berkeley Springs, WV

2017 Jeep Wrangler Sahara

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

2017 Jeep Wrangler Sahara

Berkeley Springs, WV

UnscoredInsufficient · 3
$16,99570,342 mi

Comparison: 3 similar vehicles

Berkeley Springs, WV

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Berkeley Springs, WV

Unscored
$16,99577,534 mi

Comparison: 6 similar vehicles

Berkeley Springs, WV

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Berkeley Springs, WV

Unscored
$16,99591,804 mi

Comparison: 6 similar vehicles

Berkeley Springs, WV

2016 Nissan Murano Platinum

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

2016 Nissan Murano Platinum

Berkeley Springs, WV

OverpricedModerate · 32
$16,99571,241 mi

Market: $6,499 – $16,990

Comparison: 32 similar vehicles

Berkeley Springs, WV

2008 Ford F-250 Super Duty XL

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

2008 Ford F-250 Super Duty XL

Berkeley Springs, WV

Unscored
$16,995229,000 mi

Comparison: 21 similar vehicles

Berkeley Springs, WV

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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