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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

69 listings found

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Oakboro, NC

Unscored
$2,900259,231 mi

Comparison: 16 similar vehicles

Oakboro, NC

2014 Nissan Altima S

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

2014 Nissan Altima S

Oakboro, NC

Unscored
$3,500209,712 mi

Comparison: 26 similar vehicles

Oakboro, NC

2007 Honda Civic HYBRID

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

2007 Honda Civic HYBRID

Oakboro, NC

UnscoredInsufficient · 0
$3,500268,026 mi

Oakboro, NC

2005 Kia Spectra 5

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

2005 Kia Spectra 5

Oakboro, NC

UnscoredInsufficient · 0
$3,950145,215 mi

Oakboro, NC

2009 Chevrolet Suburban LT2

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

2009 Chevrolet Suburban LT2

Oakboro, NC

Unscored
$4,500372,551 mi

Comparison: 6 similar vehicles

Oakboro, NC

2009 Honda Civic EX-L

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

2009 Honda Civic EX-L

Oakboro, NC

UnscoredInsufficient · 3
$4,500200,736 mi

Comparison: 3 similar vehicles

Oakboro, NC

2006 Chevrolet Express Cargo Base

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

2006 Chevrolet Express Cargo Base

Oakboro, NC

UnscoredInsufficient · 0
$4,500269,750 mi

Oakboro, NC

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Oakboro, NC

Unscored
$4,995228,536 mi

Comparison: 18 similar vehicles

Oakboro, NC

1999 Ford Ranger XL

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

1999 Ford Ranger XL

Oakboro, NC

UnscoredInsufficient · 0
$4,995180,946 mi

Oakboro, NC

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Oakboro, NC

Salvage title
$5,500194,152 mi

Oakboro, NC

1999 Acura TL Base

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

1999 Acura TL Base

Oakboro, NC

UnscoredInsufficient · 3
$5,90096,000 mi

Comparison: 3 similar vehicles

Oakboro, NC

1999 Ford F-150 LARIAT

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

1999 Ford F-150 LARIAT

Oakboro, NC

Unscored
$5,950207,531 mi

Comparison: 5 similar vehicles

Oakboro, NC

2015 Chevrolet Traverse 2LT

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

2015 Chevrolet Traverse 2LT

Oakboro, NC

UnscoredInsufficient · 3
$5,995188,210 mi

Comparison: 3 similar vehicles

Oakboro, NC

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Oakboro, NC

UnscoredInsufficient · 3
$5,995176,810 mi

Comparison: 3 similar vehicles

Oakboro, NC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Oakboro, NC

Unscored
$5,995216,268 mi

Comparison: 39 similar vehicles

Oakboro, NC

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

Oakboro, NC

UnscoredInsufficient · 4
$5,995333,724 mi

Comparison: 4 similar vehicles

Oakboro, NC

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Oakboro, NC

Unscored
$5,995203,908 mi

Comparison: 14 similar vehicles

Oakboro, NC

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Oakboro, NC

UnscoredInsufficient · 4
$5,995238,400 mi

Comparison: 4 similar vehicles

Oakboro, NC

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Oakboro, NC

Unscored
$6,250197,533 mi

Comparison: 16 similar vehicles

Oakboro, NC

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Oakboro, NC

Unscored
$6,500142,000 mi

Comparison: 32 similar vehicles

Oakboro, NC

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Oakboro, NC

Salvage title
$6,500177,264 mi

Oakboro, NC

2012 Toyota Prius Five

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

2012 Toyota Prius Five

Oakboro, NC

UnscoredInsufficient · 3
$6,500202,652 mi

Comparison: 3 similar vehicles

Oakboro, NC

2011 Honda Insight EX

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

2011 Honda Insight EX

Oakboro, NC

UnscoredInsufficient · 0
$6,500195,763 mi

Oakboro, NC

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Oakboro, NC

Unscored
$6,500140,412 mi

Comparison: 8 similar vehicles

Oakboro, NC

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Oakboro, NC

Unscored
$6,500195,677 mi

Comparison: 11 similar vehicles

Oakboro, NC

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Oakboro, NC

UnscoredInsufficient · 4
$6,500127,210 mi

Comparison: 4 similar vehicles

Oakboro, NC

2005 Chevrolet Silverado 1500 LS

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

2005 Chevrolet Silverado 1500 LS

Oakboro, NC

Unscored
$6,500209,199 mi

Comparison: 7 similar vehicles

Oakboro, NC

2004 Nissan Frontier SC

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

2004 Nissan Frontier SC

Oakboro, NC

UnscoredInsufficient · 0
$6,500177,880 mi

Oakboro, NC

2014 Nissan Altima S

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

2014 Nissan Altima S

Oakboro, NC

Unscored
$6,900153,560 mi

Comparison: 26 similar vehicles

Oakboro, NC

2008 Hyundai Veracruz GLS

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

2008 Hyundai Veracruz GLS

Oakboro, NC

UnscoredInsufficient · 0
$6,900147,736 mi

Oakboro, NC

2005 Lexus RX 330

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

2005 Lexus RX 330

Oakboro, NC

Unscored
$6,950160,000 mi

Comparison: 17 similar vehicles

Oakboro, NC

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Oakboro, NC

Unscored
$6,995172,900 mi

Comparison: 12 similar vehicles

Oakboro, NC

2005 Mercedes-Benz S-Class S430

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

2005 Mercedes-Benz S-Class S430

Oakboro, NC

UnscoredInsufficient · 0
$6,995170,952 mi

Oakboro, NC

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Oakboro, NC

Unscored
$7,500143,300 mi

Comparison: 13 similar vehicles

Oakboro, NC

2011 Subaru Forester X Limited

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

2011 Subaru Forester X Limited

Oakboro, NC

Unscored
$7,500146,671 mi

Comparison: 8 similar vehicles

Oakboro, NC

2010 Lexus ES 350

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

2010 Lexus ES 350

Oakboro, NC

Unscored
$7,500195,169 mi

Comparison: 7 similar vehicles

Oakboro, NC

2009 BMW X5 xDrive48i

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

2009 BMW X5 xDrive48i

Oakboro, NC

UnscoredInsufficient · 0
$7,500155,379 mi

Oakboro, NC

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Oakboro, NC

Unscored
$7,500221,000 mi

Comparison: 32 similar vehicles

Oakboro, NC

2005 Toyota Camry Solara SLE

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

2005 Toyota Camry Solara SLE

Oakboro, NC

UnscoredInsufficient · 3
$7,50095,800 mi

Comparison: 3 similar vehicles

Oakboro, NC

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Oakboro, NC

UnscoredInsufficient · 0
$7,500121,000 mi

Oakboro, NC

2012 Nissan Murano S

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

2012 Nissan Murano S

Oakboro, NC

Unscored
$7,840108,611 mi

Comparison: 5 similar vehicles

Oakboro, NC

2008 Chevrolet Avalanche LTZ

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

2008 Chevrolet Avalanche LTZ

Oakboro, NC

Unscored
$7,950253,465 mi

Comparison: 6 similar vehicles

Oakboro, NC

2003 Ford Ranger Edge

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

2003 Ford Ranger Edge

Oakboro, NC

UnscoredInsufficient · 0
$7,950123,000 mi

Oakboro, NC

2010 Land Rover Range Rover HSE

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

2010 Land Rover Range Rover HSE

Oakboro, NC

UnscoredInsufficient · 0
$7,995143,704 mi

Oakboro, NC

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

Oakboro, NC

UnscoredInsufficient · 4
$7,995251,895 mi

Comparison: 4 similar vehicles

Oakboro, NC

2008 Cadillac STS Base

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

2008 Cadillac STS Base

Oakboro, NC

UnscoredInsufficient · 0
$7,995123,798 mi

Oakboro, NC

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Oakboro, NC

UnscoredInsufficient · 3
$8,250132,000 mi

Comparison: 3 similar vehicles

Oakboro, NC

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Oakboro, NC

UnscoredInsufficient · 3
$8,250101,320 mi

Comparison: 3 similar vehicles

Oakboro, NC

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Oakboro, NC

Unscored
$8,500187,629 mi

Comparison: 21 similar vehicles

Oakboro, NC

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Oakboro, NC

Unscored
$8,500209,901 mi

Comparison: 14 similar vehicles

Oakboro, 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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