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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 6, 2026

7.1M+

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

295 listings found

2005 Mercedes-Benz CLK-Class CLK320

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

2005 Mercedes-Benz CLK-Class CLK320

Arden, NC

UnscoredInsufficient · 0
$6,995102,394 mi

Arden, NC

2015 Kia Soul +

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

2015 Kia Soul +

Arden, NC

Unscored
$7,995130,415 mi

Comparison: 34 similar vehicles

Arden, NC

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

Arden, NC

Unscored
$8,950174,583 mi

Comparison: 66 similar vehicles

Arden, NC

2012 Chevrolet Malibu 3LT

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

2012 Chevrolet Malibu 3LT

Arden, NC

UnscoredInsufficient · 0
$8,995134,983 mi

Arden, NC

2005 Dodge Ram 1500 Pickup ST

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

2005 Dodge Ram 1500 Pickup ST

Arden, NC

UnscoredInsufficient · 4
$8,995139,170 mi

Comparison: 4 similar vehicles

Arden, NC

2004 Ford F-250 Super Duty XLT

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

2004 Ford F-250 Super Duty XLT

Arden, NC

Unscored
$8,995199,717 mi

Comparison: 5 similar vehicles

Arden, NC

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Arden, NC

Unscored
$9,851121,387 mi

Comparison: 86 similar vehicles

Arden, NC

2017 Volkswagen Jetta SE

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

2017 Volkswagen Jetta SE

Arden, NC

Unscored
$9,995141,606 mi

Comparison: 15 similar vehicles

Arden, NC

2013 RAM 1500 Pickup Big Horn/Lone Star

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

2013 RAM 1500 Pickup Big Horn/Lone Star

Arden, NC

Unscored
$9,995229,346 mi

Comparison: 13 similar vehicles

Arden, NC

2014 Ford Taurus SE

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

2014 Ford Taurus SE

Arden, NC

UnscoredInsufficient · 3
$10,890141,384 mi

Comparison: 3 similar vehicles

Arden, NC

2019 Honda HR-V Sport

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

2019 Honda HR-V Sport

Arden, NC

Unscored
$10,950174,632 mi

Comparison: 6 similar vehicles

Arden, NC

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Arden, NC

Fair PriceRobust · 78
$10,95095,616 mi

Market: $4,900 – $30,000

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Arden, NC

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Arden, NC

Fair PriceModerate · 30
$10,995106,094 mi

Market: $4,995 – $14,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Arden, NC

2017 Volkswagen Tiguan Sport

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

2017 Volkswagen Tiguan Sport

Arden, NC

UnscoredInsufficient · 0
$10,995124,465 mi

Arden, NC

2014 Nissan Rogue SV

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

2014 Nissan Rogue SV

Arden, NC

Unscored
$10,995121,184 mi

Comparison: 32 similar vehicles

Arden, NC

2014 Mazda CX-9 Grand Touring

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

2014 Mazda CX-9 Grand Touring

Arden, NC

UnscoredInsufficient · 3
$10,995146,587 mi

Comparison: 3 similar vehicles

Arden, NC

2014 Hyundai Tucson Limited

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

2014 Hyundai Tucson Limited

Arden, NC

Unscored
$10,995154,383 mi

Comparison: 6 similar vehicles

Arden, NC

2014 Audi Q5 Premium

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

2014 Audi Q5 Premium

Arden, NC

Unscored
$10,995135,372 mi

Comparison: 24 similar vehicles

Arden, NC

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Arden, NC

Unscored
$10,995166,700 mi

Comparison: 65 similar vehicles

Arden, NC

2012 Audi Q5 Premium

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

2012 Audi Q5 Premium

Arden, NC

Unscored
$10,995122,340 mi

Comparison: 19 similar vehicles

Arden, NC

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Arden, NC

Unscored
$10,995163,713 mi

Comparison: 29 similar vehicles

Arden, NC

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Arden, NC

Unscored
$10,995171,177 mi

Comparison: 20 similar vehicles

Arden, NC

2008 Toyota 4Runner SR5

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

2008 Toyota 4Runner SR5

Arden, NC

Unscored
$10,995199,430 mi

Comparison: 5 similar vehicles

Arden, NC

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Arden, NC

Fair PriceModerate · 30
$11,600119,820 mi

Market: $2,575 – $12,590

Comparison: 30 similar vehicles

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

Arden, NC

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Arden, NC

Fair PriceRobust · 70
$11,63584,635 mi

Market: $6,500 – $16,095

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Arden, NC

2013 Buick Encore Base

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

2013 Buick Encore Base

Arden, NC

Unscored
$11,80090,067 mi

Comparison: 9 similar vehicles

Arden, NC

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Arden, NC

OverpricedModerate · 38
$11,880132,568 mi

Market: $3,995 – $11,000

Comparison: 38 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Arden, NC

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Arden, NC

OverpricedRobust · 50
$11,880104,187 mi

Market: $2,747 – $10,800

Comparison: 50 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Arden, NC

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Arden, NC

Unscored
$11,880148,761 mi

Comparison: 52 similar vehicles

Arden, NC

2018 Volkswagen Tiguan S

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

2018 Volkswagen Tiguan S

Arden, NC

Unscored
$11,995119,629 mi

Comparison: 9 similar vehicles

Arden, NC

2015 Dodge Charger SE

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

2015 Dodge Charger SE

Arden, NC

Unscored
$11,995135,949 mi

Comparison: 33 similar vehicles

Arden, NC

2015 Acura RDX Base

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

2015 Acura RDX Base

Arden, NC

Unscored
$11,995167,468 mi

Comparison: 25 similar vehicles

Arden, NC

2011 Nissan Altima SR

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

2011 Nissan Altima SR

Arden, NC

OverpricedLimited · 16
$12,74094,165 mi

Market: $7,920 – $9,687

Comparison: 16 similar vehicles

Priced ~32% above the typical market range for similar vehicles (based on current market benchmarks)

Arden, NC

2017 Kia Forte LX

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

2017 Kia Forte LX

Arden, NC

Unscored
$12,800122,247 mi

Comparison: 85 similar vehicles

Arden, NC

2013 Acura ILX Technology

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

2013 Acura ILX Technology

Arden, NC

UnscoredInsufficient · 0
$12,880172,615 mi

Arden, NC

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Arden, NC

OverpricedModerate · 43
$12,88060,312 mi

Market: $2,995 – $12,590

Comparison: 43 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Arden, NC

2016 Volvo XC90 Inscription

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

2016 Volvo XC90 Inscription

Arden, NC

Unscored
$12,995130,901 mi

Comparison: 14 similar vehicles

Arden, NC

2015 Honda Accord EX-L

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

2015 Honda Accord EX-L

Arden, NC

Unscored
$12,995160,144 mi

Comparison: 78 similar vehicles

Arden, NC

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Arden, NC

Fair PriceRobust · 57
$12,995116,275 mi

Market: $5,000 – $18,990

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Arden, NC

2014 Nissan Armada SV

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

2014 Nissan Armada SV

Arden, NC

UnscoredInsufficient · 0
$12,995137,134 mi

Arden, NC

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Arden, NC

Fair PriceModerate · 24
$12,99592,598 mi

Market: $5,299 – $13,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Arden, NC

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Arden, NC

Fair PriceLimited · 17
$12,995108,789 mi

Market: $6,985 – $21,298

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Arden, NC

2005 Toyota Tundra SR5

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

2005 Toyota Tundra SR5

Arden, NC

Unscored
$12,995146,135 mi

Comparison: 7 similar vehicles

Arden, NC

2022 Nissan Sentra S

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

2022 Nissan Sentra S

Arden, NC

Fair PriceLimited · 12
$13,099103,363 mi

Market: $9,247 – $16,400

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Arden, NC

2015 Subaru Forester i Touring

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

2015 Subaru Forester i Touring

Arden, NC

Fair PriceLimited · 10
$13,50099,615 mi

Market: $10,500 – $15,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Arden, NC

2012 Acura TSX Technology Package

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

2012 Acura TSX Technology Package

Arden, NC

Unscored
$13,740128,883 mi

Comparison: 9 similar vehicles

Arden, NC

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Arden, NC

Fair PriceModerate · 44
$13,800113,751 mi

Market: $6,995 – $16,998

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Arden, NC

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Arden, NC

Unscored
$13,800127,062 mi

Comparison: 20 similar vehicles

Arden, NC

2016 Dodge Journey CrossRoad

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

2016 Dodge Journey CrossRoad

Arden, NC

UnscoredInsufficient · 0
$13,88084,383 mi

Arden, NC

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Arden, NC

UnscoredInsufficient · 4
$13,88085,865 mi

Comparison: 4 similar vehicles

Arden, NC

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 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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