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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

3,002 listings found

No Photo

2014 Nissan Versa Sedan S

Jackson, GA

UnscoredInsufficient · 0
$2,500Mileage not verified

Jackson, GA

2010 Honda Civic LX

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

2010 Honda Civic LX

Jackson, GA

UnscoredLimited · 5
$2,500Mileage not verified

Comparison: 5 similar vehicles

Jackson, GA

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Conyers, GA

UnscoredLimited · 14
$2,591184,005 mi

Comparison: 14 similar vehicles

Conyers, GA

2013 Ford Fusion SE Hybrid

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

2013 Ford Fusion SE Hybrid

Byron, GA

UnscoredLimited · 7
$2,899320,290 mi

Comparison: 7 similar vehicles

Byron, GA

2002 Hyundai Elantra GLS

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

2002 Hyundai Elantra GLS

Byron, GA

UnscoredInsufficient · 0
$2,899242,128 mi

Byron, GA

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Loganville, GA

UnscoredLimited · 7
$2,999199,727 mi

Comparison: 7 similar vehicles

Loganville, GA

1999 Mercury Grand Marquis LS

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

1999 Mercury Grand Marquis LS

Macon, GA

UnscoredInsufficient · 0
$3,000194,614 mi

Macon, 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

2014 Chevrolet Malibu 2LT

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

2014 Chevrolet Malibu 2LT

Jackson, GA

UnscoredLimited · 11
$3,500Mileage not verified

Comparison: 11 similar vehicles

Jackson, GA

2010 Ford Crown Victoria Police

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

2010 Ford Crown Victoria Police

Mcdonough, GA

UnscoredInsufficient · 0
$3,599164,826 mi

Mcdonough, GA

2004 Honda Accord EX

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

2004 Honda Accord EX

Conyers, GA

UnscoredLimited · 9
$3,600183,000 mi

Comparison: 9 similar vehicles

Conyers, GA

2011 Lincoln MKZ Base

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

2011 Lincoln MKZ Base

Loganville, GA

UnscoredInsufficient · 0
$3,800135,644 mi

Loganville, 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

UnscoredInsufficient · 0
$3,855280,566 mi

Union Point, GA

2002 BMW 3 Series Base

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

2002 BMW 3 Series Base

Loganville, GA

UnscoredInsufficient · 4
$3,900125,073 mi

Comparison: 4 similar vehicles

Loganville, GA

2009 Mercedes-Benz E-Class E320

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

2009 Mercedes-Benz E-Class E320

Conyers, GA

UnscoredInsufficient · 0
$3,950208,000 mi

Conyers, GA

2006 Lexus GS 300

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

2006 Lexus GS 300

Conyers, GA

UnscoredLimited · 7
$3,950318,000 mi

Comparison: 7 similar vehicles

Conyers, GA

2013 Buick Verano 1SG

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

2013 Buick Verano 1SG

Bogart, GA

UnscoredInsufficient · 0
$3,995144,386 mi

Bogart, GA

2014 Ford Fusion S

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

2014 Ford Fusion S

Jackson, GA

UnscoredLimited · 7
$3,998230,845 mi

Comparison: 7 similar vehicles

Jackson, 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

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Loganville, GA

UnscoredLimited · 6
$3,999156,341 mi

Comparison: 6 similar vehicles

Loganville, GA

2014 Chevrolet Impala 2LT

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

2014 Chevrolet Impala 2LT

Macon, GA

UnscoredLimited · 7
$3,999213,000 mi

Comparison: 7 similar vehicles

Macon, GA

2003 Nissan Altima SE

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

2003 Nissan Altima SE

Conyers, GA

UnscoredInsufficient · 0
$3,999132,315 mi

Conyers, GA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Eatonton, GA

UnscoredModerate · 26
$4,000203,474 mi

Comparison: 26 similar vehicles

Eatonton, 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

No Photo

2013 Hyundai Elantra GLS

Milledgeville, GA

UnscoredRobust · 81
$4,399162,631 mi

Comparison: 81 similar vehicles

Milledgeville, GA

2008 Ford Focus SE

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

2008 Ford Focus SE

Jackson, GA

UnscoredInsufficient · 4
$4,448294,000 mi

Comparison: 4 similar vehicles

Jackson, GA

2004 Honda Civic Hybrid CVT

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

2004 Honda Civic Hybrid CVT

Macon, GA

UnscoredInsufficient · 0
$4,498166,235 mi

Macon, 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

2007 Toyota Yaris Base

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

2007 Toyota Yaris Base

Athens, GA

UnscoredInsufficient · 4
$4,499203,255 mi

Comparison: 4 similar vehicles

Athens, GA

2010 Honda Civic LX

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

2010 Honda Civic LX

Warner Robins, GA

UnscoredModerate · 31
$4,500184,042 mi

Comparison: 31 similar vehicles

Warner Robins, GA

2009 Nissan Altima S

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

2009 Nissan Altima S

Warner Robins, GA

UnscoredInsufficient · 4
$4,500104,069 mi

Comparison: 4 similar vehicles

Warner Robins, GA

2009 Toyota Yaris S

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

2009 Toyota Yaris S

Warner Robins, GA

UnscoredInsufficient · 0
$4,500138,559 mi

Warner Robins, GA

2006 Lexus IS 250

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

2006 Lexus IS 250

Conyers, GA

UnscoredInsufficient · 4
$4,500164,000 mi

Comparison: 4 similar vehicles

Conyers, GA

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Conyers, GA

UnscoredInsufficient · 3
$4,588122,342 mi

Comparison: 3 similar vehicles

Conyers, GA

2006 BMW 5 Series 525xi

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

2006 BMW 5 Series 525xi

Loganville, GA

UnscoredInsufficient · 0
$4,790123,901 mi

Loganville, GA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Monroe, GA

UnscoredInsufficient · 4
$4,799127,201 mi

Comparison: 4 similar vehicles

Monroe, GA

2014 BMW 7 Series 750Li

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

2014 BMW 7 Series 750Li

McDonough, GA

UnscoredLimited · 9
$4,800150,298 mi

Comparison: 9 similar vehicles

McDonough, GA

2011 BMW 3 Series 335d

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

2011 BMW 3 Series 335d

Macon, GA

UnscoredInsufficient · 0
$4,800284,744 mi

Macon, GA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Warner Robins, GA

UnscoredModerate · 43
$4,900155,586 mi

Comparison: 43 similar vehicles

Warner Robins, GA

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Warner Robins, GA

UnscoredLimited · 9
$4,900134,685 mi

Comparison: 9 similar vehicles

Warner Robins, GA

2012 Nissan Altima S

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

2012 Nissan Altima S

Warner Robins, GA

UnscoredInsufficient · 3
$4,90079,316 mi

Comparison: 3 similar vehicles

Warner Robins, GA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Warner Robins, GA

UnscoredModerate · 24
$4,900125,215 mi

Comparison: 24 similar vehicles

Warner Robins, GA

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Warner Robins, GA

UnscoredLimited · 9
$4,900165,016 mi

Comparison: 9 similar vehicles

Warner Robins, GA

2006 Honda Civic LX

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

2006 Honda Civic LX

Warner Robins, GA

UnscoredModerate · 23
$4,900154,377 mi

Comparison: 23 similar vehicles

Warner Robins, GA

2001 Mercedes-Benz S-Class S500

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

2001 Mercedes-Benz S-Class S500

Loganville, GA

UnscoredInsufficient · 0
$4,900173,182 mi

Loganville, GA

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Loganville, GA

UnscoredLimited · 10
$4,950119,180 mi

Comparison: 10 similar vehicles

Loganville, GA

2013 INFINITI G Sedan 37 Journey

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

2013 INFINITI G Sedan 37 Journey

Forsyth, GA

UnscoredLimited · 14
$4,950210,324 mi

Comparison: 14 similar vehicles

Forsyth, GA

2011 Toyota Camry SE

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

2011 Toyota Camry SE

Conyers, GA

UnscoredInsufficient · 3
$4,950182,000 mi

Comparison: 3 similar vehicles

Conyers, GA

2000 Lincoln Town Car EXECUTIVE

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

2000 Lincoln Town Car EXECUTIVE

Eatonton, GA

UnscoredInsufficient · 0
$4,98885,804 mi

Eatonton, GA

1998 BMW 7 Series 740IL

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

1998 BMW 7 Series 740IL

Loganville, GA

UnscoredInsufficient · 0
$4,990130,322 mi

Loganville, 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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