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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

60 listings found

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Mebane, NC

Unscored
$3,885270,068 mi

Comparison: 34 similar vehicles

Mebane, NC

2004 Mercedes-Benz C-Class C240

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

2004 Mercedes-Benz C-Class C240

Mebane, NC

UnscoredInsufficient · 0
$3,990173,244 mi

Mebane, NC

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Mebane, NC

Unscored
$4,496197,000 mi

Comparison: 9 similar vehicles

Mebane, NC

2003 Toyota Avalon XLS

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

2003 Toyota Avalon XLS

Mebane, NC

UnscoredInsufficient · 0
$4,990229,748 mi

Mebane, NC

2009 Lexus ES 350

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

2009 Lexus ES 350

Mebane, NC

Unscored
$6,300295,740 mi

Comparison: 27 similar vehicles

Mebane, NC

2012 Toyota Prius Five

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

2012 Toyota Prius Five

Mebane, NC

UnscoredInsufficient · 3
$6,500244,700 mi

Comparison: 3 similar vehicles

Mebane, NC

2002 Dodge Ram 2500 Pickup ST

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

2002 Dodge Ram 2500 Pickup ST

Mebane, NC

Unscored
$6,998207,281 mi

Comparison: 8 similar vehicles

Mebane, NC

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Mebane, NC

UnscoredInsufficient · 4
$7,00050,651 mi

Comparison: 4 similar vehicles

Mebane, NC

2012 Lexus IS 250

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

2012 Lexus IS 250

Mebane, NC

Unscored
$7,390205,380 mi

Comparison: 31 similar vehicles

Mebane, NC

2007 Ford Ranger STX

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

2007 Ford Ranger STX

Mebane, NC

UnscoredInsufficient · 0
$7,496180,172 mi

Mebane, NC

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Mebane, NC

Unscored
$7,500187,712 mi

Comparison: 12 similar vehicles

Mebane, NC

2006 Ford F-350 Super Duty Chassis Cab XLT

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

2006 Ford F-350 Super Duty Chassis Cab XLT

Mebane, NC

UnscoredInsufficient · 0
$7,990183,900 mi

Mebane, NC

2015 Audi A4 Premium Plus

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

2015 Audi A4 Premium Plus

Mebane, NC

Fair PriceModerate · 48
$8,00087,086 mi

Market: $5,999 – $13,800

Comparison: 48 similar vehicles

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

Mebane, NC

2009 Mazda MAZDA6 i Sport

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

2009 Mazda MAZDA6 i Sport

Mebane, NC

UnscoredInsufficient · 0
$8,496111,158 mi

Mebane, NC

2006 Nissan Frontier XE

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

2006 Nissan Frontier XE

Mebane, NC

UnscoredInsufficient · 0
$8,496136,052 mi

Mebane, NC

2007 GMC Sierra 1500 Work Truck

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

2007 GMC Sierra 1500 Work Truck

Mebane, NC

UnscoredInsufficient · 3
$8,998128,000 mi

Comparison: 3 similar vehicles

Mebane, NC

2011 Lexus ES 350

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

2011 Lexus ES 350

Mebane, NC

Unscored
$9,000166,946 mi

Comparison: 9 similar vehicles

Mebane, NC

2008 Toyota Tacoma Base

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

2008 Toyota Tacoma Base

Mebane, NC

Unscored
$9,300256,440 mi

Comparison: 12 similar vehicles

Mebane, NC

2012 Nissan Maxima S

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

2012 Nissan Maxima S

Mebane, NC

OverpricedLimited · 10
$9,49695,926 mi

Market: $5,199 – $7,995

Comparison: 10 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Mebane, NC

2011 Honda Accord LX

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

2011 Honda Accord LX

Mebane, NC

Unscored
$9,496139,381 mi

Comparison: 16 similar vehicles

Mebane, NC

2007 Mercedes-Benz E-Class E320 BLUETEC

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

2007 Mercedes-Benz E-Class E320 BLUETEC

Mebane, NC

UnscoredInsufficient · 0
$9,90098,293 mi

Mebane, NC

2021 Hyundai Accent SE

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

2021 Hyundai Accent SE

Mebane, NC

Fair PriceLimited · 13
$9,950117,964 mi

Market: $6,700 – $12,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Mebane, NC

2001 Ford Expedition Eddie Bauer

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

2001 Ford Expedition Eddie Bauer

Mebane, NC

UnscoredInsufficient · 0
$9,995122,422 mi

Mebane, NC

2003 Mercedes-Benz SL-Class SL500

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

2003 Mercedes-Benz SL-Class SL500

Mebane, NC

Fair PriceLimited · 12
$10,00090,322 mi

Market: $6,200 – $16,050

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Mebane, NC

2014 Toyota Camry XLE Hybrid

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

2014 Toyota Camry XLE Hybrid

Mebane, NC

Unscored
$10,990155,492 mi

Comparison: 18 similar vehicles

Mebane, NC

2020 Jeep Compass Sport

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

2020 Jeep Compass Sport

Mebane, NC

Unscored
$11,000119,050 mi

Comparison: 5 similar vehicles

Mebane, NC

2016 Toyota RAV4 LE

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

2016 Toyota RAV4 LE

Mebane, NC

UnscoredInsufficient · 4
$11,00071,750 mi

Comparison: 4 similar vehicles

Mebane, NC

2016 Subaru Legacy 2.5i Limited

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

2016 Subaru Legacy 2.5i Limited

Mebane, NC

Unscored
$11,496105,323 mi

Comparison: 8 similar vehicles

Mebane, NC

2017 Honda Accord Sport SE

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

2017 Honda Accord Sport SE

Mebane, NC

Unscored
$11,500152,637 mi

Comparison: 5 similar vehicles

Mebane, NC

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Mebane, NC

Unscored
$11,500135,754 mi

Comparison: 37 similar vehicles

Mebane, NC

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Mebane, NC

Fair PriceLimited · 19
$11,99098,150 mi

Market: $5,988 – $16,495

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Mebane, NC

2014 Lexus ES 350

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

2014 Lexus ES 350

Mebane, NC

UnscoredInsufficient · 4
$12,200147,500 mi

Comparison: 4 similar vehicles

Mebane, NC

2015 INFINITI Q50 Premium

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

2015 INFINITI Q50 Premium

Mebane, NC

UnscoredInsufficient · 4
$12,496136,580 mi

Comparison: 4 similar vehicles

Mebane, NC

2013 Chevrolet Tahoe LT

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

2013 Chevrolet Tahoe LT

Mebane, NC

UnscoredInsufficient · 3
$12,496136,772 mi

Comparison: 3 similar vehicles

Mebane, NC

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Mebane, NC

UnscoredInsufficient · 3
$12,496130,227 mi

Comparison: 3 similar vehicles

Mebane, NC

2009 Toyota Tacoma PreRunner

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

2009 Toyota Tacoma PreRunner

Mebane, NC

UnscoredInsufficient · 3
$12,990151,195 mi

Comparison: 3 similar vehicles

Mebane, NC

2025 Subaru Legacy Premium

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

2025 Subaru Legacy Premium

Mebane, NC

UnscoredInsufficient · 3
$13,00039,686 mi

Comparison: 3 similar vehicles

Mebane, NC

2018 Toyota Camry XLE

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

2018 Toyota Camry XLE

Mebane, NC

Unscored
$13,390164,461 mi

Comparison: 15 similar vehicles

Mebane, NC

1983 Dodge W series

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

1983 Dodge W series

Mebane, NC

UnscoredInsufficient · 0
$13,496255,000 mi

Mebane, NC

2014 Acura MDX Base

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

2014 Acura MDX Base

Mebane, NC

OverpricedModerate · 33
$13,500141,400 mi

Market: $5,995 – $13,495

Comparison: 33 similar vehicles

Mebane, NC

2018 Toyota Camry SE

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

2018 Toyota Camry SE

Mebane, NC

UnscoredInsufficient · 0
$13,900108 mi

Mebane, NC

2015 Honda Accord EX-L V-6

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

2015 Honda Accord EX-L V-6

Mebane, NC

Unscored
$13,990130,234 mi

Comparison: 9 similar vehicles

Mebane, NC

2015 Honda CR-V Touring

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

2015 Honda CR-V Touring

Mebane, NC

Unscored
$13,990156,087 mi

Comparison: 28 similar vehicles

Mebane, NC

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Mebane, NC

Fair PriceRobust · 51
$14,49690,806 mi

Market: $7,800 – $17,477

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Mebane, NC

2013 Chevrolet Avalanche LT

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

2013 Chevrolet Avalanche LT

Mebane, NC

Unscored
$14,496135,907 mi

Comparison: 10 similar vehicles

Mebane, NC

2019 Acura TLX Technology & A-Spec Pack

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

2019 Acura TLX Technology & A-Spec Pack

Mebane, NC

UnscoredInsufficient · 0
$14,90072,500 mi

Mebane, NC

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Mebane, NC

Unscored
$14,998120,443 mi

Comparison: 5 similar vehicles

Mebane, NC

2014 Toyota Sienna XLE

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

2014 Toyota Sienna XLE

Mebane, NC

Unscored
$14,998139,690 mi

Comparison: 22 similar vehicles

Mebane, NC

2007 Chevrolet Silverado 1500 LS

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

2007 Chevrolet Silverado 1500 LS

Mebane, NC

UnscoredInsufficient · 0
$14,99888,308 mi

Mebane, NC

2022 Honda Accord Sport SE

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

2022 Honda Accord Sport SE

Mebane, NC

Unscored
$15,40035,268 mi

Comparison: 9 similar vehicles

Mebane, 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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