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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

516 listings found

2007 Toyota Avalon Limited

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

2007 Toyota Avalon Limited

Gatlinburg, TN

UnscoredInsufficient · 0
$2,995227,000 mi

Gatlinburg, TN

2002 Buick Regal GS

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

2002 Buick Regal GS

Toccoa, GA

UnscoredInsufficient · 0
$3,850Mileage not verified

Toccoa, GA

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Asheville, NC

UnscoredInsufficient · 4
$3,995221,173 mi

Comparison: 4 similar vehicles

Asheville, NC

2007 Honda Accord 3.0 SE

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

2007 Honda Accord 3.0 SE

Sevierville, TN

UnscoredInsufficient · 0
$3,995248,897 mi

Sevierville, TN

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

Toccoa, GA

UnscoredInsufficient · 3
$4,473233,389 mi

Comparison: 3 similar vehicles

Toccoa, GA

2006 Toyota Corolla S

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

2006 Toyota Corolla S

Asheville, NC

UnscoredInsufficient · 0
$4,490235,258 mi

Asheville, NC

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Asheville, NC

UnscoredInsufficient · 4
$4,490251,181 mi

Comparison: 4 similar vehicles

Asheville, NC

2011 Nissan Altima S

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

2011 Nissan Altima S

Pigeon Forge, TN

Fair PriceModerate · 38
$4,500117,000 mi

Market: $2,999 – $8,695

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 370 days listed (based on current market benchmarks)

Pigeon Forge, TN

2011 Ford Fusion S

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

2011 Ford Fusion S

Candler, NC

UnscoredInsufficient · 0
$4,500162,178 mi

Candler, NC

2009 Ford Focus SEL

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

2009 Ford Focus SEL

Candler, NC

UnscoredInsufficient · 3
$4,500160,000 mi

Comparison: 3 similar vehicles

Candler, NC

2003 Acura TL Type-S

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

2003 Acura TL Type-S

Pigeon Forge, TN

UnscoredInsufficient · 0
$4,500182,000 mi

Pigeon Forge, TN

2011 Kia Forte EX

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

2011 Kia Forte EX

Canton, NC

UnscoredInsufficient · 4
$4,800159,748 mi

Comparison: 4 similar vehicles

Canton, NC

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

UnscoredLimited · 8
$4,895147,124 mi

Comparison: 8 similar vehicles

Cleveland, GA

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Pigeon Forge, TN

UnscoredModerate · 23
$4,900130,000 mi

Comparison: 23 similar vehicles

Pigeon Forge, TN

2000 BMW 7 Series Base

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

2000 BMW 7 Series Base

Seneca, SC

UnscoredInsufficient · 0
$4,900189,957 mi

Seneca, SC

1999 BMW 5 Series 540IA

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

1999 BMW 5 Series 540IA

Seneca, SC

UnscoredInsufficient · 0
$4,900188,654 mi

Seneca, SC

2004 Chrysler 300M Base

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

2004 Chrysler 300M Base

Asheville, NC

Salvage title
$4,990192,044 mi

Asheville, NC

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

UnscoredModerate · 42
$4,995141,000 mi

Comparison: 42 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

2010 Mercury Grand Marquis LS

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

2010 Mercury Grand Marquis LS

Sevierville, TN

UnscoredInsufficient · 4
$4,999164,235 mi

Comparison: 4 similar vehicles

Sevierville, TN

2016 Ford Focus SE

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

2016 Ford Focus SE

Pigeon Forge, TN

UnscoredRobust · 78
$5,000129,000 mi

Comparison: 78 similar vehicles

Pigeon Forge, TN

2010 Kia Forte LX

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

2010 Kia Forte LX

Cleveland, GA

UnscoredInsufficient · 0
$5,100215,513 mi

Cleveland, GA

No Photo

2018 Nissan Versa Sedan S Plus

Toccoa, GA

UnscoredModerate · 25
$5,473169,043 mi

Comparison: 25 similar vehicles

Toccoa, GA

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Asheville, NC

UnscoredInsufficient · 3
$5,490256,161 mi

Comparison: 3 similar vehicles

Asheville, NC

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Clyde, NC

UnscoredModerate · 37
$5,495162,140 mi

Comparison: 37 similar vehicles

Clyde, NC

2014 Ford Focus SE

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

2014 Ford Focus SE

Pigeon Forge, TN

UnscoredLimited · 5
$5,500129,000 mi

Comparison: 5 similar vehicles

Pigeon Forge, TN

2009 Acura TSX Base

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

2009 Acura TSX Base

Leicester, NC

UnscoredLimited · 10
$5,550204,167 mi

Comparison: 10 similar vehicles

Leicester, NC

2011 Mazda MAZDA6 i Touring

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

2011 Mazda MAZDA6 i Touring

Seymour, TN

UnscoredInsufficient · 0
$5,599149,803 mi

Seymour, TN

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
$5,800201,000 mi

Cleveland, GA

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

UnscoredLimited · 7
$5,900163,260 mi

Comparison: 7 similar vehicles

Cleveland, GA

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Candler, NC

UnscoredRobust · 80
$5,900189,474 mi

Comparison: 80 similar vehicles

Candler, NC

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
$5,900214,636 mi

Cleveland, GA

2004 Mercedes-Benz C-Class C230 Kompressor

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

2004 Mercedes-Benz C-Class C230 Kompressor

Cornelia, GA

UnscoredInsufficient · 0
$5,900165,898 mi

Cornelia, GA

2000 BMW 7 Series Base

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

2000 BMW 7 Series Base

Seneca, SC

UnscoredInsufficient · 0
$5,900101,122 mi

Seneca, SC

2011 BMW 5 Series 535i

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

2011 BMW 5 Series 535i

Cleveland, GA

Salvage title
$5,950148,320 mi

Cleveland, GA

2011 Kia Forte EX

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

2011 Kia Forte EX

Asheville, NC

UnscoredInsufficient · 3
$5,990243,915 mi

Comparison: 3 similar vehicles

Asheville, NC

2007 Nissan Altima S

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

2007 Nissan Altima S

Asheville, NC

UnscoredLimited · 8
$5,990243,839 mi

Comparison: 8 similar vehicles

Asheville, NC

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Asheville, NC

UnscoredLimited · 6
$5,990133,378 mi

Comparison: 6 similar vehicles

Asheville, NC

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Asheville, NC

UnscoredLimited · 19
$5,990203,077 mi

Comparison: 19 similar vehicles

Asheville, NC

2000 Lexus ES 300

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

2000 Lexus ES 300

Asheville, NC

UnscoredLimited · 13
$5,990317,039 mi

Comparison: 13 similar vehicles

Asheville, NC

2017 Chevrolet Impala Premier

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

2017 Chevrolet Impala Premier

Cleveland, GA

UnscoredLimited · 11
$5,995182,531 mi

Comparison: 11 similar vehicles

Cleveland, GA

2012 Subaru Legacy I Limited

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

2012 Subaru Legacy I Limited

Sevierville, TN

UnscoredInsufficient · 3
$5,995156,067 mi

Comparison: 3 similar vehicles

Sevierville, TN

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Clyde, NC

UnscoredModerate · 47
$5,995143,180 mi

Comparison: 47 similar vehicles

Clyde, NC

2006 Cadillac STS Base

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

2006 Cadillac STS Base

Gatlinburg, TN

UnscoredInsufficient · 3
$5,995134,000 mi

Comparison: 3 similar vehicles

Gatlinburg, TN

2007 Honda Civic LX

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

2007 Honda Civic LX

Seymour, TN

UnscoredLimited · 9
$5,999106,095 mi

Comparison: 9 similar vehicles

Seymour, TN

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Leicester, NC

UnscoredLimited · 6
$6,045157,292 mi

Comparison: 6 similar vehicles

Leicester, NC

2012 Nissan Altima S

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

2012 Nissan Altima S

Sevierville, TN

UnscoredLimited · 14
$6,049125,554 mi

Comparison: 14 similar vehicles

Sevierville, TN

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Sevierville, TN

UnscoredLimited · 5
$6,099131,761 mi

Comparison: 5 similar vehicles

Sevierville, TN

No Photo

2013 Dodge Dart SE

Blairsville, GA

UnscoredLimited · 7
$6,175132,568 mi

Comparison: 7 similar vehicles

Blairsville, GA

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Seneca, SC

UnscoredLimited · 8
$6,200166,665 mi

Comparison: 8 similar vehicles

Seneca, SC

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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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