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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 19, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

1,221 listings found

No Photo

1997 Toyota Camry CE

Aiken, SC

UnscoredInsufficient · 0
$1,500Mileage not verified

Aiken, SC

No Photo

2005 Toyota Corolla CE

Aiken, SC

UnscoredInsufficient · 3
$2,200252,445 mi

Comparison: 3 similar vehicles

Aiken, SC

2001 Ford Crown Victoria LX

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

2001 Ford Crown Victoria LX

Aiken, SC

UnscoredInsufficient · 0
$2,400143,551 mi

Aiken, SC

2008 Lincoln MKZ Base

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

2008 Lincoln MKZ Base

Aiken, SC

UnscoredLimited · 6
$3,500174,331 mi

Comparison: 6 similar vehicles

Aiken, SC

2007 Subaru Legacy I Limited

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

2007 Subaru Legacy I Limited

Hephzibah, GA

UnscoredInsufficient · 0
$3,795194,735 mi

Hephzibah, GA

2015 Toyota Camry XLE Hybrid

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

2015 Toyota Camry XLE Hybrid

Union Point, GA

UnscoredLimited · 17
$3,855280,566 mi

Comparison: 17 similar vehicles

Union Point, GA

2007 Mercedes-Benz E-Class E350

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

2007 Mercedes-Benz E-Class E350

Augusta, GA

UnscoredModerate · 25
$3,990251,802 mi

Comparison: 25 similar vehicles

Augusta, GA

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Augusta, GA

UnscoredModerate · 32
$3,994200,000 mi

Comparison: 32 similar vehicles

Augusta, GA

2002 Honda Civic EX

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

2002 Honda Civic EX

Hephzibah, GA

UnscoredInsufficient · 0
$3,995158,665 mi

Hephzibah, GA

2007 Saturn Aura XE

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

2007 Saturn Aura XE

Augusta, GA

UnscoredInsufficient · 0
$3,998150,689 mi

Augusta, GA

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Hephzibah, GA

UnscoredInsufficient · 4
$4,495137,472 mi

Comparison: 4 similar vehicles

Hephzibah, GA

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Swainsboro, GA

UnscoredInsufficient · 0
$4,500198,249 mi

Swainsboro, GA

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

North Augusta, SC

UnscoredLimited · 16
$4,695246,711 mi

Comparison: 16 similar vehicles

North Augusta, SC

2013 Ford Focus SE

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

2013 Ford Focus SE

Martinez, GA

UnscoredModerate · 33
$4,795167,618 mi

Comparison: 33 similar vehicles

Martinez, GA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Augusta, GA

UnscoredModerate · 41
$4,990147,405 mi

Comparison: 41 similar vehicles

Augusta, GA

2003 Cadillac CTS Base

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

2003 Cadillac CTS Base

Augusta, GA

UnscoredInsufficient · 0
$4,994110,705 mi

Augusta, GA

No Photo

2013 Dodge Avenger SE

Aiken, SC

UnscoredLimited · 10
$4,995181,704 mi

Comparison: 10 similar vehicles

Aiken, SC

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

North Augusta, SC

UnscoredRobust · 72
$4,995207,557 mi

Comparison: 72 similar vehicles

North Augusta, SC

2013 Chevrolet Malibu Fleet

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

2013 Chevrolet Malibu Fleet

Wrens, GA

UnscoredInsufficient · 0
$4,999212,993 mi

Wrens, GA

2014 Ford Fusion S Hybrid

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

2014 Ford Fusion S Hybrid

Augusta, GA

UnscoredInsufficient · 0
$5,500165,567 mi

Augusta, GA

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Union Point, GA

UnscoredModerate · 44
$5,500214,000 mi

Comparison: 44 similar vehicles

Union Point, GA

2006 BMW 3 Series 330i

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

2006 BMW 3 Series 330i

Aiken, SC

UnscoredLimited · 9
$5,500203,049 mi

Comparison: 9 similar vehicles

Aiken, SC

2005 Acura TL Base

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

2005 Acura TL Base

Augusta, GA

UnscoredLimited · 7
$5,500189,201 mi

Comparison: 7 similar vehicles

Augusta, GA

No Photo

2005 Nissan Sentra 1.8 S

McCormick, SC

UnscoredInsufficient · 3
$5,800135,892 mi

Comparison: 3 similar vehicles

McCormick, SC

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Martinez, GA

UnscoredLimited · 9
$5,990195,468 mi

Comparison: 9 similar vehicles

Martinez, GA

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Graniteville, SC

UnscoredLimited · 7
$5,995130,007 mi

Comparison: 7 similar vehicles

Graniteville, SC

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

Aiken, SC

UnscoredLimited · 5
$5,995205,697 mi

Comparison: 5 similar vehicles

Aiken, SC

2009 Ford Crown Victoria Police

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

2009 Ford Crown Victoria Police

Augusta, GA

UnscoredInsufficient · 0
$5,995161,308 mi

Augusta, GA

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Wrens, GA

UnscoredModerate · 25
$5,999147,877 mi

Comparison: 25 similar vehicles

Wrens, GA

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Thomson, GA

UnscoredModerate · 41
$5,999198,705 mi

Comparison: 41 similar vehicles

Thomson, GA

2013 Volkswagen Passat SEL

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

2013 Volkswagen Passat SEL

Martinez, GA

UnscoredLimited · 7
$6,190159,536 mi

Comparison: 7 similar vehicles

Martinez, GA

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Martinez, GA

UnscoredModerate · 25
$6,495158,747 mi

Comparison: 25 similar vehicles

Martinez, GA

2011 Hyundai Sonata Hybrid Base

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

2011 Hyundai Sonata Hybrid Base

Hephzibah, GA

UnscoredInsufficient · 0
$6,495102,880 mi

Hephzibah, GA

2015 Dodge Charger Police

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

2015 Dodge Charger Police

Thomson, GA

UnscoredLimited · 5
$6,500156,850 mi

Comparison: 5 similar vehicles

Thomson, GA

2014 Kia Forte LX

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

2014 Kia Forte LX

Augusta, GA

UnscoredLimited · 15
$6,500140,780 mi

Comparison: 15 similar vehicles

Augusta, GA

2008 Ford Crown Victoria Police

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

2008 Ford Crown Victoria Police

Martinez, GA

UnscoredInsufficient · 0
$6,50096,666 mi

Martinez, GA

2006 Honda Accord SE

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

2006 Honda Accord SE

Aiken, SC

UnscoredInsufficient · 4
$6,500152,027 mi

Comparison: 4 similar vehicles

Aiken, SC

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Union Point, GA

UnscoredLimited · 18
$6,588129,171 mi

Comparison: 18 similar vehicles

Union Point, GA

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

North Augusta, SC

UnscoredRobust · 56
$6,692231,739 mi

Comparison: 56 similar vehicles

North Augusta, SC

2016 Ford Focus SE

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

2016 Ford Focus SE

Martinez, GA

UnscoredRobust · 74
$6,795136,489 mi

Comparison: 74 similar vehicles

Martinez, GA

2003 Toyota Avalon XL

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

2003 Toyota Avalon XL

Augusta, GA

UnscoredInsufficient · 0
$6,821111,214 mi

Augusta, GA

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Aiken, SC

UnscoredModerate · 42
$6,900151,550 mi

Comparison: 42 similar vehicles

Aiken, SC

2017 Kia Rio LX

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

2017 Kia Rio LX

Aiken, SC

Fair PriceRobust · 53
$6,900100,418 mi

Market: $4,800 – $14,000

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Aiken, SC

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Martinez, GA

UnscoredLimited · 17
$6,995131,895 mi

Comparison: 17 similar vehicles

Martinez, GA

2012 Mercedes-Benz C-Class C250 Luxury

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

2012 Mercedes-Benz C-Class C250 Luxury

Martinez, GA

UnscoredLimited · 9
$6,995171,396 mi

Comparison: 9 similar vehicles

Martinez, GA

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Aiken, SC

UnscoredLimited · 18
$6,995240,808 mi

Comparison: 18 similar vehicles

Aiken, SC

No Photo

2011 Toyota Camry LE

Aiken, SC

UnscoredRobust · 89
$6,995178,922 mi

Comparison: 89 similar vehicles

Aiken, SC

2010 Cadillac CTS Premium Collection

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

2010 Cadillac CTS Premium Collection

North Augusta, SC

UnscoredInsufficient · 0
$6,99591,786 mi

North Augusta, SC

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Aiken, SC

UnscoredLimited · 8
$6,995132,570 mi

Comparison: 8 similar vehicles

Aiken, SC

2007 Ford Crown Victoria Police

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

2007 Ford Crown Victoria Police

Augusta, GA

UnscoredInsufficient · 0
$6,995110,420 mi

Augusta, 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 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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