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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 4, 2026

6.8M+

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

302 listings found

2008 Mitsubishi Raider LS 2wd

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

2008 Mitsubishi Raider LS 2wd

Doraville, GA

UnscoredInsufficient · 0
$2,950205,000 mi

Doraville, GA

2008 Toyota Avalon Limited

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

2008 Toyota Avalon Limited

Doraville, GA

Unscored
$2,950236,000 mi

Comparison: 8 similar vehicles

Doraville, GA

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Doraville, GA

Unscored
$2,950267,320 mi

Comparison: 5 similar vehicles

Doraville, GA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Doraville, GA

Unscored
$3,500143,000 mi

Comparison: 19 similar vehicles

Doraville, GA

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Doraville, GA

Unscored
$3,500157,000 mi

Comparison: 28 similar vehicles

Doraville, GA

2016 Kia Forte LX

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

2016 Kia Forte LX

Doraville, GA

Unscored
$3,500134,000 mi

Comparison: 31 similar vehicles

Doraville, GA

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Doraville, GA

Unscored
$3,500129,600 mi

Comparison: 9 similar vehicles

Doraville, GA

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Doraville, GA

Unscored
$3,694161,550 mi

Comparison: 9 similar vehicles

Doraville, GA

2006 Mercedes-Benz CLK-Class CLK350

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

2006 Mercedes-Benz CLK-Class CLK350

Doraville, GA

Salvage title
$3,899109,960 mi

Doraville, GA

2012 Ford Focus SE

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

2012 Ford Focus SE

Doraville, GA

Unscored
$3,900187,384 mi

Comparison: 8 similar vehicles

Doraville, GA

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Doraville, GA

Unscored
$3,999108,598 mi

Comparison: 6 similar vehicles

Doraville, GA

2015 Kia Optima EX

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

2015 Kia Optima EX

Doraville, GA

Unscored
$3,999156,000 mi

Comparison: 16 similar vehicles

Doraville, GA

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Doraville, GA

Unscored
$4,250107,500 mi

Comparison: 6 similar vehicles

Doraville, GA

No Photo

2008 Ford F-150 XL

Doraville, GA

Unscored
$4,499220,785 mi

Comparison: 33 similar vehicles

Doraville, GA

2020 Nissan Pathfinder S

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

2020 Nissan Pathfinder S

Doraville, GA

UnscoredInsufficient · 4
$4,500159,000 mi

Comparison: 4 similar vehicles

Doraville, GA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Doraville, GA

Unscored
$4,75095,000 mi

Comparison: 19 similar vehicles

Doraville, GA

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Doraville, GA

Unscored
$4,999148,990 mi

Comparison: 6 similar vehicles

Doraville, GA

2015 Volkswagen CC Sport

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

2015 Volkswagen CC Sport

Doraville, GA

Unscored
$4,999148,030 mi

Comparison: 8 similar vehicles

Doraville, GA

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

Doraville, GA

UnscoredInsufficient · 3
$4,999216,833 mi

Comparison: 3 similar vehicles

Doraville, GA

2002 Ford Ranger Edge

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

2002 Ford Ranger Edge

Doraville, GA

UnscoredInsufficient · 0
$4,999227,400 mi

Doraville, GA

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Doraville, GA

Unscored
$5,000155,800 mi

Comparison: 12 similar vehicles

Doraville, GA

2018 Ford Flex Limited

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

2018 Ford Flex Limited

Doraville, GA

Unscored
$5,000156,600 mi

Comparison: 6 similar vehicles

Doraville, GA

2019 Hyundai Sonata SEL

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

2019 Hyundai Sonata SEL

Doraville, GA

Unscored
$5,500117,000 mi

Comparison: 8 similar vehicles

Doraville, GA

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Doraville, GA

Unscored
$5,599116,336 mi

Comparison: 8 similar vehicles

Doraville, GA

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Doraville, GA

Unscored
$5,800147,123 mi

Comparison: 18 similar vehicles

Doraville, GA

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Doraville, GA

Unscored
$5,899127,701 mi

Comparison: 5 similar vehicles

Doraville, GA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Doraville, GA

Unscored
$6,399143,344 mi

Comparison: 20 similar vehicles

Doraville, GA

2012 Volkswagen Jetta TDI

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

2012 Volkswagen Jetta TDI

Doraville, GA

UnscoredInsufficient · 3
$6,499121,732 mi

Comparison: 3 similar vehicles

Doraville, GA

2018 FIAT 500 Lounge

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

2018 FIAT 500 Lounge

Doraville, GA

UnscoredInsufficient · 0
$6,889111,813 mi

Doraville, GA

2015 Chrysler Town & Country Limited

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

2015 Chrysler Town & Country Limited

Doraville, GA

UnscoredInsufficient · 0
$6,899172,844 mi

Doraville, GA

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Doraville, GA

Fair PriceModerate · 21
$6,999110,412 mi

Market: $4,495 – $18,900

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Doraville, GA

2014 BMW X1 28i

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

2014 BMW X1 28i

Doraville, GA

Fair PriceLimited · 10
$6,99982,200 mi

Market: $6,900 – $11,750

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Doraville, GA

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Doraville, GA

UnscoredInsufficient · 3
$6,999134,360 mi

Comparison: 3 similar vehicles

Doraville, GA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Doraville, GA

Unscored
$6,999196,683 mi

Comparison: 5 similar vehicles

Doraville, GA

2008 Lexus RX 400h

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

2008 Lexus RX 400h

Doraville, GA

UnscoredInsufficient · 4
$7,199163,399 mi

Comparison: 4 similar vehicles

Doraville, GA

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Doraville, GA

UnscoredInsufficient · 4
$7,200148,123 mi

Comparison: 4 similar vehicles

Doraville, GA

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Doraville, GA

Unscored
$7,500133,279 mi

Comparison: 13 similar vehicles

Doraville, GA

No Photo

2003 Lexus LS 430

Doraville, GA

UnscoredInsufficient · 0
$7,599Mileage not verified

Doraville, GA

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Doraville, GA

Unscored
$7,800140,412 mi

Comparison: 19 similar vehicles

Doraville, GA

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Doraville, GA

Unscored
$7,990149,900 mi

Comparison: 16 similar vehicles

Doraville, GA

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Doraville, GA

UnscoredInsufficient · 3
$7,99564,807 mi

Comparison: 3 similar vehicles

Doraville, GA

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Doraville, GA

Unscored
$7,999135,000 mi

Comparison: 18 similar vehicles

Doraville, GA

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Doraville, GA

Unscored
$7,999150,004 mi

Comparison: 18 similar vehicles

Doraville, GA

2010 Ford Ranger XL

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

2010 Ford Ranger XL

Doraville, GA

UnscoredInsufficient · 0
$7,999227,582 mi

Doraville, GA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Doraville, GA

Unscored
$8,299157,315 mi

Comparison: 75 similar vehicles

Doraville, GA

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Doraville, GA

Unscored
$8,399128,637 mi

Comparison: 9 similar vehicles

Doraville, GA

2014 Mazda MAZDA3 i Touring

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

2014 Mazda MAZDA3 i Touring

Doraville, GA

UnscoredInsufficient · 3
$8,850139,107 mi

Comparison: 3 similar vehicles

Doraville, GA

2013 Lexus ES 300h

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

2013 Lexus ES 300h

Doraville, GA

UnscoredInsufficient · 3
$8,891209,644 mi

Comparison: 3 similar vehicles

Doraville, GA

2016 INFINITI QX60 Base

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

2016 INFINITI QX60 Base

Doraville, GA

Unscored
$8,899152,447 mi

Comparison: 21 similar vehicles

Doraville, GA

2015 INFINITI QX50 Journey

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

2015 INFINITI QX50 Journey

Doraville, GA

UnscoredInsufficient · 3
$8,899140,230 mi

Comparison: 3 similar vehicles

Doraville, GA

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.
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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