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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

154 listings found

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Douglasville, GA

UnscoredInsufficient · 3
$1,975Mileage not verified

Comparison: 3 similar vehicles

Douglasville, GA

2004 Honda Accord EX

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

2004 Honda Accord EX

Douglasville, GA

Unscored
$2,800211,994 mi

Comparison: 26 similar vehicles

Douglasville, GA

2000 Chevrolet Blazer LS

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

2000 Chevrolet Blazer LS

Douglasville, GA

UnscoredInsufficient · 0
$2,800179,221 mi

Douglasville, GA

2009 Chevrolet Malibu 2LT

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

2009 Chevrolet Malibu 2LT

Douglasville, GA

UnscoredInsufficient · 0
$2,999165,521 mi

Douglasville, GA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Douglasville, GA

Unscored
$3,000309,864 mi

Comparison: 10 similar vehicles

Douglasville, GA

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Douglasville, GA

Unscored
$3,000262,302 mi

Comparison: 6 similar vehicles

Douglasville, GA

2002 Chevrolet Blazer LS

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

2002 Chevrolet Blazer LS

Douglasville, GA

UnscoredInsufficient · 0
$3,00097,996 mi

Douglasville, GA

2008 Kia Spectra EX

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

2008 Kia Spectra EX

Douglasville, GA

UnscoredInsufficient · 0
$3,131223,584 mi

Douglasville, GA

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Douglasville, GA

Unscored
$3,700136,673 mi

Comparison: 8 similar vehicles

Douglasville, GA

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Douglasville, GA

Unscored
$3,700106,530 mi

Comparison: 5 similar vehicles

Douglasville, GA

2008 Honda Civic LX

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

2008 Honda Civic LX

Douglasville, GA

UnscoredInsufficient · 4
$3,800126,351 mi

Comparison: 4 similar vehicles

Douglasville, GA

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Douglasville, GA

Unscored
$3,900230,938 mi

Comparison: 20 similar vehicles

Douglasville, GA

2013 Hyundai Elantra GT Base

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

2013 Hyundai Elantra GT Base

Douglasville, GA

Unscored
$3,995177,812 mi

Comparison: 8 similar vehicles

Douglasville, GA

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Douglasville, GA

UnscoredInsufficient · 4
$4,200131,027 mi

Comparison: 4 similar vehicles

Douglasville, GA

2000 Ford Ranger XL

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

2000 Ford Ranger XL

Douglasville, GA

UnscoredInsufficient · 0
$4,200130,624 mi

Douglasville, GA

2003 Dodge Durango SPORT

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

2003 Dodge Durango SPORT

Douglasville, GA

UnscoredInsufficient · 0
$4,461142,556 mi

Douglasville, GA

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Douglasville, GA

Unscored
$4,80099,976 mi

Comparison: 5 similar vehicles

Douglasville, GA

2012 Scion xB Base

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

2012 Scion xB Base

Douglasville, GA

UnscoredInsufficient · 3
$4,961188,054 mi

Comparison: 3 similar vehicles

Douglasville, GA

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Douglasville, GA

UnscoredInsufficient · 4
$4,991265,959 mi

Comparison: 4 similar vehicles

Douglasville, GA

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Douglasville, GA

Unscored
$4,999128,435 mi

Comparison: 12 similar vehicles

Douglasville, GA

2010 Toyota Camry SE

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

2010 Toyota Camry SE

Douglasville, GA

UnscoredInsufficient · 4
$4,999229,834 mi

Comparison: 4 similar vehicles

Douglasville, GA

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Douglasville, GA

Unscored
$5,398172,180 mi

Comparison: 11 similar vehicles

Douglasville, GA

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Douglasville, GA

Unscored
$5,500209,582 mi

Comparison: 16 similar vehicles

Douglasville, GA

2014 GMC Yukon XL Denali

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

2014 GMC Yukon XL Denali

Douglasville, GA

UnscoredInsufficient · 0
$5,500208,851 mi

Douglasville, GA

2013 Jeep Grand Cherokee Limited

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

2013 Jeep Grand Cherokee Limited

Douglasville, GA

UnscoredInsufficient · 3
$5,633150,528 mi

Comparison: 3 similar vehicles

Douglasville, GA

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Douglasville, GA

Unscored
$5,800258,903 mi

Comparison: 35 similar vehicles

Douglasville, GA

2016 Toyota Camry LE

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

2016 Toyota Camry LE

Douglasville, GA

Unscored
$5,950227,752 mi

Comparison: 22 similar vehicles

Douglasville, GA

2010 Mazda CX-9 Sport

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

2010 Mazda CX-9 Sport

Douglasville, GA

UnscoredInsufficient · 0
$5,995145,821 mi

Douglasville, GA

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Douglasville, GA

Unscored
$5,999247,228 mi

Comparison: 7 similar vehicles

Douglasville, GA

1994 Chevrolet Corvette

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

1994 Chevrolet Corvette

Douglasville, GA

UnscoredInsufficient · 0
$6,00074,895 mi

Douglasville, GA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Douglasville, GA

Unscored
$6,17589,007 mi

Comparison: 7 similar vehicles

Douglasville, GA

2010 Chevrolet Silverado 1500 Work Truck

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

2010 Chevrolet Silverado 1500 Work Truck

Douglasville, GA

Unscored
$6,194Mileage not verified

Comparison: 9 similar vehicles

Douglasville, GA

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Douglasville, GA

Unscored
$6,400132,004 mi

Comparison: 6 similar vehicles

Douglasville, GA

2011 Mazda MAZDA3 i Sport

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

2011 Mazda MAZDA3 i Sport

Douglasville, GA

Unscored
$6,499122,240 mi

Comparison: 6 similar vehicles

Douglasville, GA

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Douglasville, GA

UnscoredInsufficient · 3
$6,499194,625 mi

Comparison: 3 similar vehicles

Douglasville, GA

2010 Mazda CX-7 i SV

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

2010 Mazda CX-7 i SV

Douglasville, GA

UnscoredInsufficient · 3
$6,500100,848 mi

Comparison: 3 similar vehicles

Douglasville, GA

2009 Dodge Ram 2500 Pickup SLT

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

2009 Dodge Ram 2500 Pickup SLT

Douglasville, GA

UnscoredInsufficient · 3
$6,500Mileage not verified

Comparison: 3 similar vehicles

Douglasville, GA

2006 Toyota Sequoia Limited

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

2006 Toyota Sequoia Limited

Douglasville, GA

Unscored
$6,500211,045 mi

Comparison: 5 similar vehicles

Douglasville, GA

2006 Chevrolet Avalanche Base

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

2006 Chevrolet Avalanche Base

Douglasville, GA

UnscoredInsufficient · 4
$6,739172,230 mi

Comparison: 4 similar vehicles

Douglasville, GA

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Douglasville, GA

Unscored
$6,900132,382 mi

Comparison: 13 similar vehicles

Douglasville, GA

2004 Honda Element EX

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

2004 Honda Element EX

Douglasville, GA

UnscoredInsufficient · 3
$6,950156,182 mi

Comparison: 3 similar vehicles

Douglasville, GA

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Douglasville, GA

Fair PriceLimited · 15
$6,995103,028 mi

Market: $5,500 – $14,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 294 days listed (based on current market benchmarks)

Douglasville, GA

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Douglasville, GA

Unscored
$6,998125,925 mi

Comparison: 7 similar vehicles

Douglasville, GA

2012 Toyota RAV4 Sport

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

2012 Toyota RAV4 Sport

Douglasville, GA

Unscored
$6,999196,157 mi

Comparison: 16 similar vehicles

Douglasville, GA

2009 Mazda MAZDA6 i Touring

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

2009 Mazda MAZDA6 i Touring

Douglasville, GA

UnscoredInsufficient · 0
$6,99992,389 mi

Douglasville, GA

2009 Lexus ES 350

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

2009 Lexus ES 350

Douglasville, GA

Unscored
$6,999149,954 mi

Comparison: 25 similar vehicles

Douglasville, GA

2002 Ford F-250 Super Duty XL

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

2002 Ford F-250 Super Duty XL

Douglasville, GA

UnscoredInsufficient · 0
$7,000294,616 mi

Douglasville, GA

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Douglasville, GA

Unscored
$7,150148,815 mi

Comparison: 9 similar vehicles

Douglasville, GA

2004 Chevrolet Silverado 2500HD base

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

2004 Chevrolet Silverado 2500HD base

Douglasville, GA

UnscoredInsufficient · 0
$7,200171,544 mi

Douglasville, GA

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Douglasville, GA

Unscored
$7,499200,057 mi

Comparison: 22 similar vehicles

Douglasville, 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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