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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

6,348 listings found

1981 Ford F-150

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

1981 Ford F-150

Toccoa, GA

UnscoredInsufficient · 0
$1,500Mileage not verified

Toccoa, GA

2003 Ford Explorer XLT

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

2003 Ford Explorer XLT

Cleveland, GA

UnscoredInsufficient · 0
$1,895218,018 mi

Cleveland, GA

2001 Chevrolet Silverado base

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

2001 Chevrolet Silverado base

Toccoa, GA

UnscoredInsufficient · 3
$2,500Mileage not verified

Comparison: 3 similar vehicles

Toccoa, GA

2004 Ford F-150 Heritage XLT

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

2004 Ford F-150 Heritage XLT

Blairsville, GA

UnscoredInsufficient · 4
$2,575235,210 mi

Comparison: 4 similar vehicles

Blairsville, GA

2007 Dodge Nitro SLT

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

2007 Dodge Nitro SLT

Cleveland, GA

UnscoredInsufficient · 0
$2,995181,542 mi

Cleveland, GA

2012 Kia Rio 5-Door SX

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

2012 Kia Rio 5-Door SX

Cornelia, GA

UnscoredInsufficient · 0
$3,500115,335 mi

Cornelia, GA

2009 Nissan Titan XE

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

2009 Nissan Titan XE

Maryville, TN

UnscoredInsufficient · 0
$3,800257,854 mi

Maryville, TN

No Photo

2001 Ford Expedition Base

Walhalla, SC

UnscoredInsufficient · 0
$3,800Mileage not verified

Walhalla, SC

2015 Volkswagen Passat Wolfsburg Edition

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

2015 Volkswagen Passat Wolfsburg Edition

Cleveland, GA

UnscoredInsufficient · 4
$3,995166,369 mi

Comparison: 4 similar vehicles

Cleveland, GA

2015 Volkswagen Passat Limited Edition

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

2015 Volkswagen Passat Limited Edition

Cleveland, GA

Unscored
$3,995147,124 mi

Comparison: 18 similar vehicles

Cleveland, GA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Maryville, TN

Unscored
$3,995137,240 mi

Comparison: 15 similar vehicles

Maryville, TN

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Franklin, NC

UnscoredInsufficient · 3
$3,995242,330 mi

Comparison: 3 similar vehicles

Franklin, NC

2006 Toyota 4Runner Limited

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

2006 Toyota 4Runner Limited

Maryville, TN

UnscoredInsufficient · 3
$3,995300,171 mi

Comparison: 3 similar vehicles

Maryville, TN

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Toccoa, GA

UnscoredInsufficient · 4
$4,473231,960 mi

Comparison: 4 similar vehicles

Toccoa, GA

2006 Honda CR-V LX

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

2006 Honda CR-V LX

Franklin, NC

Unscored
$4,495179,127 mi

Comparison: 6 similar vehicles

Franklin, NC

1995 Jeep Wrangler / YJ

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

1995 Jeep Wrangler / YJ

Blairsville, GA

UnscoredInsufficient · 0
$4,575141,463 mi

Blairsville, GA

2007 Volvo S80 3.2

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

2007 Volvo S80 3.2

Cleveland, GA

UnscoredInsufficient · 0
$4,600197,774 mi

Cleveland, GA

2011 Jeep Liberty Limited

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

2011 Jeep Liberty Limited

Cleveland, GA

Unscored
$4,695144,852 mi

Comparison: 17 similar vehicles

Cleveland, GA

2013 Ford E-Series Econoline Wagon XLT

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

2013 Ford E-Series Econoline Wagon XLT

Cleveland, GA

Unscored
$4,700427,358 mi

Comparison: 8 similar vehicles

Cleveland, GA

1989 Honda Prelude

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

1989 Honda Prelude

Toccoa, GA

UnscoredInsufficient · 0
$4,700143,193 mi

Toccoa, GA

2010 Honda CR-V EX

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

2010 Honda CR-V EX

Cleveland, GA

UnscoredInsufficient · 3
$4,895198,285 mi

Comparison: 3 similar vehicles

Cleveland, GA

2010 Buick Enclave CXL-2

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

2010 Buick Enclave CXL-2

Blairsville, GA

Unscored
$4,900207,476 mi

Comparison: 11 similar vehicles

Blairsville, GA

2005 Toyota Sequoia Limited

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

2005 Toyota Sequoia Limited

Cleveland, GA

Unscored
$4,900260,000 mi

Comparison: 5 similar vehicles

Cleveland, GA

2004 Ford Explorer XLS Sport

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

2004 Ford Explorer XLS Sport

Mineral Bluff, GA

UnscoredInsufficient · 0
$4,923135,822 mi

Mineral Bluff, GA

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

Baldwin, GA

UnscoredInsufficient · 0
$4,990226,528 mi

Baldwin, GA

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Cleveland, GA

Unscored
$4,995141,000 mi

Comparison: 48 similar vehicles

Cleveland, GA

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Cleveland, GA

Unscored
$4,995255,622 mi

Comparison: 49 similar vehicles

Cleveland, GA

2010 Mercury Milan Base

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

2010 Mercury Milan Base

Cleveland, GA

UnscoredInsufficient · 0
$4,99555,581 mi

Cleveland, GA

2009 Chevrolet HHR SS

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

2009 Chevrolet HHR SS

Gainesville, GA

UnscoredInsufficient · 0
$4,995180,000 mi

Gainesville, GA

2008 Ford Expedition Limited

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

2008 Ford Expedition Limited

Baldwin, GA

Unscored
$4,995230,405 mi

Comparison: 8 similar vehicles

Baldwin, GA

2008 Audi A6 Base

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

2008 Audi A6 Base

Murphy, NC

UnscoredInsufficient · 0
$4,995124,000 mi

Murphy, NC

2007 Chevrolet Equinox LS

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

2007 Chevrolet Equinox LS

Maryville, TN

UnscoredInsufficient · 0
$4,995105,243 mi

Maryville, TN

1991 Nissan

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

1991 Nissan

Franklin, NC

UnscoredInsufficient · 0
$4,995240,836 mi

Franklin, NC

2007 Pontiac Grand Prix GT

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

2007 Pontiac Grand Prix GT

Toccoa, GA

UnscoredInsufficient · 0
$5,000Mileage not verified

Toccoa, GA

2001 Jeep Cherokee SPORT

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

2001 Jeep Cherokee SPORT

Demorest, GA

UnscoredInsufficient · 0
$5,000213,000 mi

Demorest, GA

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Maryville, TN

Unscored
$5,200204,414 mi

Comparison: 82 similar vehicles

Maryville, TN

2008 Hyundai Santa Fe GLS

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

2008 Hyundai Santa Fe GLS

Cleveland, GA

UnscoredInsufficient · 4
$5,200237,928 mi

Comparison: 4 similar vehicles

Cleveland, GA

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Franklin, NC

Unscored
$5,450172,679 mi

Comparison: 5 similar vehicles

Franklin, NC

No Photo

2018 Nissan Versa Sedan S Plus

Toccoa, GA

Unscored
$5,473169,043 mi

Comparison: 20 similar vehicles

Toccoa, GA

No Photo

2015 GMC Terrain SLE-1

Toccoa, GA

Unscored
$5,473197,407 mi

Comparison: 11 similar vehicles

Toccoa, GA

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Maryville, TN

Fair PriceLimited · 14
$5,495118,021 mi

Market: $2,295 – $8,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Maryville, TN

2009 Kia Sorento LX

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

2009 Kia Sorento LX

West Union, SC

Unscored
$5,498187,764 mi

Comparison: 5 similar vehicles

West Union, SC

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Gainesville, GA

UnscoredInsufficient · 3
$5,499267,399 mi

Comparison: 3 similar vehicles

Gainesville, GA

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Toccoa, GA

Unscored
$5,500167,112 mi

Comparison: 18 similar vehicles

Toccoa, GA

2008 Mercedes-Benz C-Class C300 Luxury

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

2008 Mercedes-Benz C-Class C300 Luxury

Cleveland, GA

UnscoredInsufficient · 0
$5,500201,000 mi

Cleveland, GA

2006 Lincoln Town Car Signature

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

2006 Lincoln Town Car Signature

Cleveland, GA

UnscoredInsufficient · 0
$5,600214,636 mi

Cleveland, GA

2012 Mazda CX-9 Touring

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

2012 Mazda CX-9 Touring

Mineral Bluff, GA

Unscored
$5,634261,804 mi

Comparison: 8 similar vehicles

Mineral Bluff, GA

2004 Jaguar X-Type

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

2004 Jaguar X-Type

Eastanollee, GA

UnscoredInsufficient · 0
$5,682217,079 mi

Eastanollee, GA

2013 Ford E-Series Econoline Wagon XL

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

2013 Ford E-Series Econoline Wagon XL

Cleveland, GA

UnscoredInsufficient · 0
$5,700377,090 mi

Cleveland, GA

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Cleveland, GA

Unscored
$5,700265,713 mi

Comparison: 16 similar vehicles

Cleveland, GA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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