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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 20, 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

2,882 listings found

2005 Volvo S60 2.4

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

2005 Volvo S60 2.4

Piedmont, SC

UnscoredInsufficient · 0
$1,800Mileage not verified

Piedmont, SC

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Athens, GA

UnscoredLimited · 6
$2,450188,600 mi

Comparison: 6 similar vehicles

Athens, GA

2002 Toyota Corolla CE

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

2002 Toyota Corolla CE

Gainesville, GA

UnscoredInsufficient · 0
$2,495249,278 mi

Gainesville, GA

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Greenville, SC

UnscoredInsufficient · 0
$2,590207,725 mi

Greenville, SC

2009 Audi A4 Premium

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

2009 Audi A4 Premium

Greenville, SC

UnscoredLimited · 6
$2,687121,441 mi

Comparison: 6 similar vehicles

Greenville, SC

2003 Chevrolet Cavalier Base

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

2003 Chevrolet Cavalier Base

Greenville, SC

UnscoredInsufficient · 0
$2,700139,385 mi

Greenville, SC

2002 Cadillac DeVille Base

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

2002 Cadillac DeVille Base

Piedmont, SC

UnscoredInsufficient · 0
$2,750180,732 mi

Piedmont, SC

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Starr, SC

UnscoredInsufficient · 0
$2,800170,000 mi

Starr, SC

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Anderson, SC

UnscoredLimited · 11
$2,900143,855 mi

Comparison: 11 similar vehicles

Anderson, SC

2007 Lexus ES 350

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

2007 Lexus ES 350

Flowery Branch, GA

UnscoredLimited · 10
$2,900Mileage not verified

Comparison: 10 similar vehicles

Flowery Branch, GA

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Gainesville, GA

UnscoredLimited · 6
$2,910219,938 mi

Comparison: 6 similar vehicles

Gainesville, GA

2011 Kia Optima SX

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

2011 Kia Optima SX

Flowery Branch, GA

UnscoredInsufficient · 0
$2,995206,920 mi

Flowery Branch, GA

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Flowery Branch, GA

UnscoredInsufficient · 4
$2,995163,000 mi

Comparison: 4 similar vehicles

Flowery Branch, GA

1999 Toyota Avalon XLS

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

1999 Toyota Avalon XLS

Gainesville, GA

UnscoredInsufficient · 0
$2,995222,116 mi

Gainesville, GA

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Gainesville, GA

UnscoredLimited · 16
$2,998156,509 mi

Comparison: 16 similar vehicles

Gainesville, GA

2004 Lincoln Town Car Ultimate

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

2004 Lincoln Town Car Ultimate

Athens, GA

UnscoredInsufficient · 0
$3,200Mileage not verified

Athens, GA

2007 Ford Fusion SEL

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

2007 Ford Fusion SEL

Greenville, SC

UnscoredInsufficient · 0
$3,330203,131 mi

Greenville, SC

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Flowery Branch, GA

UnscoredLimited · 5
$3,495156,365 mi

Comparison: 5 similar vehicles

Flowery Branch, GA

2014 Buick Verano 1SD

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

2014 Buick Verano 1SD

Gainesville, GA

UnscoredLimited · 5
$3,495184,397 mi

Comparison: 5 similar vehicles

Gainesville, GA

2011 Subaru Impreza 2.5i Premium

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

2011 Subaru Impreza 2.5i Premium

Flowery Branch, GA

UnscoredInsufficient · 0
$3,495166,831 mi

Flowery Branch, GA

2013 Chevrolet Impala LT

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

2013 Chevrolet Impala LT

Gainesville, GA

UnscoredInsufficient · 4
$3,500221,952 mi

Comparison: 4 similar vehicles

Gainesville, GA

2009 Volvo S60 2.5T

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

2009 Volvo S60 2.5T

Greenville, SC

UnscoredInsufficient · 0
$3,500151,833 mi

Greenville, SC

2008 BMW 5 Series 535i

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

2008 BMW 5 Series 535i

Greenville, SC

UnscoredInsufficient · 0
$3,500195,923 mi

Greenville, SC

2005 Toyota Camry Standard

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

2005 Toyota Camry Standard

Piedmont, SC

UnscoredInsufficient · 0
$3,581303,145 mi

Piedmont, SC

2009 Honda Civic LX

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

2009 Honda Civic LX

Gainesville, GA

UnscoredInsufficient · 3
$3,595210,716 mi

Comparison: 3 similar vehicles

Gainesville, GA

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

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Colbert, GA

UnscoredLimited · 8
$3,899160,084 mi

Comparison: 8 similar vehicles

Colbert, GA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Gainesville, GA

UnscoredModerate · 21
$3,900171,011 mi

Comparison: 21 similar vehicles

Gainesville, GA

2006 BMW 7 Series 750Li

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

2006 BMW 7 Series 750Li

Gainesville, GA

UnscoredInsufficient · 0
$3,900113,281 mi

Gainesville, GA

2008 Mercedes-Benz S-Class S550

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

2008 Mercedes-Benz S-Class S550

Winder, GA

UnscoredInsufficient · 3
$3,950196,000 mi

Comparison: 3 similar vehicles

Winder, GA

2012 Nissan Altima S

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

2012 Nissan Altima S

Baldwin, GA

UnscoredInsufficient · 4
$3,990179,753 mi

Comparison: 4 similar vehicles

Baldwin, GA

2012 Ford Fusion Hybrid

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

2012 Ford Fusion Hybrid

Gainesville, GA

UnscoredInsufficient · 3
$3,990204,700 mi

Comparison: 3 similar vehicles

Gainesville, GA

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Flowery Branch, GA

UnscoredModerate · 21
$3,995179,282 mi

Comparison: 21 similar vehicles

Flowery Branch, GA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Flowery Branch, GA

UnscoredInsufficient · 3
$3,995172,695 mi

Comparison: 3 similar vehicles

Flowery Branch, 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

Flowery Branch, GA

UnscoredLimited · 12
$3,995196,024 mi

Comparison: 12 similar vehicles

Flowery Branch, GA

2010 Ford Fusion S

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

2010 Ford Fusion S

Gainesville, GA

UnscoredInsufficient · 0
$3,995148,987 mi

Gainesville, GA

2004 Lexus ES 330

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

2004 Lexus ES 330

Gainesville, GA

UnscoredLimited · 8
$3,995225,844 mi

Comparison: 8 similar vehicles

Gainesville, GA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Gainesville, GA

UnscoredLimited · 7
$3,998210,086 mi

Comparison: 7 similar vehicles

Gainesville, GA

2016 Ford Focus SE

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

2016 Ford Focus SE

Athens, GA

UnscoredInsufficient · 3
$3,999170,523 mi

Comparison: 3 similar vehicles

Athens, GA

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Pendleton, SC

UnscoredModerate · 27
$3,999127,903 mi

Comparison: 27 similar vehicles

Pendleton, SC

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Greenville, SC

UnscoredLimited · 7
$3,999116,393 mi

Comparison: 7 similar vehicles

Greenville, SC

2006 Mercedes-Benz CLS-Class CLS500

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

2006 Mercedes-Benz CLS-Class CLS500

Gainesville, GA

UnscoredInsufficient · 0
$3,999190,748 mi

Gainesville, GA

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

Gainesville, GA

UnscoredLimited · 8
$4,094203,391 mi

Comparison: 8 similar vehicles

Gainesville, GA

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Athens, GA

UnscoredLimited · 7
$4,200208,032 mi

Comparison: 7 similar vehicles

Athens, GA

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Anderson, SC

UnscoredLimited · 5
$4,250207,799 mi

Comparison: 5 similar vehicles

Anderson, SC

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Piedmont, SC

UnscoredInsufficient · 3
$4,352Mileage not verified

Comparison: 3 similar vehicles

Piedmont, SC

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

2016 Kia Optima LX

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

2016 Kia Optima LX

Flowery Branch, GA

UnscoredInsufficient · 4
$4,495154,011 mi

Comparison: 4 similar vehicles

Flowery Branch, GA

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Gainesville, GA

UnscoredLimited · 5
$4,495128,262 mi

Comparison: 5 similar vehicles

Gainesville, GA

2015 Ford Fusion Titanium

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

2015 Ford Fusion Titanium

Athens, GA

UnscoredInsufficient · 4
$4,499215,500 mi

Comparison: 4 similar vehicles

Athens, 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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