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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

2,186 listings found

2010 Ford Focus SE

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

2010 Ford Focus SE

Dalton, GA

UnscoredModerate · 21
$1,900396,894 mi

Comparison: 21 similar vehicles

Dalton, GA

2004 Volkswagen Jetta GLS

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

2004 Volkswagen Jetta GLS

Chattanooga, TN

UnscoredInsufficient · 0
$1,999194,389 mi

Chattanooga, TN

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Chattanooga, TN

UnscoredLimited · 9
$2,500201,964 mi

Comparison: 9 similar vehicles

Chattanooga, TN

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Dalton, GA

UnscoredInsufficient · 0
$2,700147,581 mi

Dalton, GA

2012 Nissan Maxima S

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

2012 Nissan Maxima S

Dalton, GA

UnscoredInsufficient · 4
$2,900153,255 mi

Comparison: 4 similar vehicles

Dalton, GA

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Dalton, GA

UnscoredInsufficient · 3
$2,900183,218 mi

Comparison: 3 similar vehicles

Dalton, GA

2004 Acura TSX Base

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

2004 Acura TSX Base

Dalton, GA

UnscoredInsufficient · 4
$2,900268,750 mi

Comparison: 4 similar vehicles

Dalton, GA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Chattanooga, TN

UnscoredRobust · 78
$2,991169,109 mi

Comparison: 78 similar vehicles

Chattanooga, TN

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Dalton, GA

UnscoredModerate · 22
$2,995182,675 mi

Comparison: 22 similar vehicles

Dalton, GA

2013 Volkswagen CC R-Line

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

2013 Volkswagen CC R-Line

Dalton, GA

UnscoredLimited · 16
$2,995135,838 mi

Comparison: 16 similar vehicles

Dalton, GA

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Dalton, GA

UnscoredLimited · 7
$2,995175,008 mi

Comparison: 7 similar vehicles

Dalton, GA

2007 Acura TL Base

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

2007 Acura TL Base

Dalton, GA

UnscoredInsufficient · 0
$2,995169,080 mi

Dalton, GA

2003 Honda Accord LX

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

2003 Honda Accord LX

Dalton, GA

UnscoredLimited · 7
$2,995351,481 mi

Comparison: 7 similar vehicles

Dalton, GA

2000 Toyota Avalon XLS

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

2000 Toyota Avalon XLS

Dalton, GA

UnscoredLimited · 6
$2,995279,681 mi

Comparison: 6 similar vehicles

Dalton, GA

No Photo

2011 Chevrolet Cruze 1LT

Chattanooga, TN

Salvage title
$3,000176,083 mi

Chattanooga, TN

2002 Toyota Camry LE V6

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

2002 Toyota Camry LE V6

Dalton, GA

UnscoredInsufficient · 0
$3,000208,042 mi

Dalton, GA

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Dalton, GA

Salvage title
$3,299158,435 mi

Dalton, GA

2014 Honda Civic LX

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

2014 Honda Civic LX

Dalton, GA

UnscoredRobust · 64
$3,495297,315 mi

Comparison: 64 similar vehicles

Dalton, GA

2011 Hyundai Genesis 3.8

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

2011 Hyundai Genesis 3.8

Dalton, GA

UnscoredInsufficient · 3
$3,597229,959 mi

Comparison: 3 similar vehicles

Dalton, GA

2012 Toyota Corolla S

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

2012 Toyota Corolla S

Dalton, GA

UnscoredLimited · 10
$3,699253,870 mi

Comparison: 10 similar vehicles

Dalton, GA

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Dalton, GA

UnscoredModerate · 23
$3,795154,466 mi

Comparison: 23 similar vehicles

Dalton, GA

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Dalton, GA

Fair PriceLimited · 19
$3,900Mileage not verified

Market: $3,298 – $12,590

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 717 days listed (based on current market benchmarks)

Dalton, GA

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Dalton, GA

UnscoredLimited · 5
$3,900169,936 mi

Comparison: 5 similar vehicles

Dalton, GA

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Dalton, GA

UnscoredModerate · 20
$3,900251,747 mi

Comparison: 20 similar vehicles

Dalton, GA

2012 Nissan Versa S

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

2012 Nissan Versa S

Dalton, GA

Fair PriceLimited · 19
$3,900112,858 mi

Market: $2,369 – $6,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 439 days listed (based on current market benchmarks)

Dalton, GA

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Cleveland, TN

UnscoredLimited · 8
$3,900112,125 mi

Comparison: 8 similar vehicles

Cleveland, TN

2011 Hyundai Accent GLS

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

2011 Hyundai Accent GLS

Dalton, GA

UnscoredModerate · 24
$3,900133,980 mi

Comparison: 24 similar vehicles

Dalton, GA

2010 Volkswagen Jetta Limited Edition

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

2010 Volkswagen Jetta Limited Edition

Dalton, GA

UnscoredInsufficient · 4
$3,900175,702 mi

Comparison: 4 similar vehicles

Dalton, GA

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Fort Payne, AL

UnscoredLimited · 17
$3,900245,676 mi

Comparison: 17 similar vehicles

Fort Payne, AL

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Dalton, GA

UnscoredLimited · 7
$3,900144,108 mi

Comparison: 7 similar vehicles

Dalton, GA

2006 Honda Civic LX

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

2006 Honda Civic LX

Dalton, GA

UnscoredLimited · 19
$3,900239,825 mi

Comparison: 19 similar vehicles

Dalton, GA

2003 BMW 7 Series 745Li

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

2003 BMW 7 Series 745Li

Dalton, GA

UnscoredInsufficient · 0
$3,900225,633 mi

Dalton, GA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Dalton, GA

UnscoredModerate · 23
$3,950223,922 mi

Comparison: 23 similar vehicles

Dalton, GA

2019 Chevrolet Malibu 1LS

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

2019 Chevrolet Malibu 1LS

Dalton, GA

UnscoredLimited · 19
$3,995212,600 mi

Comparison: 19 similar vehicles

Dalton, GA

2013 Ford Focus SE

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

2013 Ford Focus SE

Dalton, GA

UnscoredLimited · 6
$3,995224,769 mi

Comparison: 6 similar vehicles

Dalton, GA

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Dalton, GA

UnscoredLimited · 8
$3,995153,686 mi

Comparison: 8 similar vehicles

Dalton, GA

2009 Volkswagen Jetta S

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

2009 Volkswagen Jetta S

Dalton, GA

UnscoredInsufficient · 3
$3,995185,018 mi

Comparison: 3 similar vehicles

Dalton, GA

2008 Chevrolet Malibu Classic LS

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

2008 Chevrolet Malibu Classic LS

Fort Payne, AL

UnscoredInsufficient · 0
$3,995188,096 mi

Fort Payne, AL

2007 Volkswagen Jetta 2.5

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

2007 Volkswagen Jetta 2.5

Dalton, GA

UnscoredInsufficient · 0
$3,995128,145 mi

Dalton, GA

2007 Toyota Avalon Touring

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

2007 Toyota Avalon Touring

Dalton, GA

UnscoredInsufficient · 0
$3,995118,254 mi

Dalton, GA

2006 Mercedes-Benz C-Class C230 Sport

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

2006 Mercedes-Benz C-Class C230 Sport

Dalton, GA

UnscoredInsufficient · 0
$3,995174,854 mi

Dalton, GA

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Dalton, GA

UnscoredInsufficient · 3
$3,995192,118 mi

Comparison: 3 similar vehicles

Dalton, GA

2005 Saab 9-5 Arc

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

2005 Saab 9-5 Arc

Dalton, GA

UnscoredInsufficient · 0
$3,995133,118 mi

Dalton, GA

No Photo

2015 Hyundai Elantra SE

Chattanooga, TN

UnscoredModerate · 30
$3,999140,961 mi

Comparison: 30 similar vehicles

Chattanooga, TN

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Cleveland, TN

UnscoredLimited · 7
$3,999179,569 mi

Comparison: 7 similar vehicles

Cleveland, TN

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Dayton, TN

UnscoredLimited · 17
$3,999180,675 mi

Comparison: 17 similar vehicles

Dayton, TN

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

East Ridge, TN

Fair PriceModerate · 36
$4,047Mileage not verified

Market: $3,999 – $11,981

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

East Ridge, TN

2013 Chrysler 300 Base

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

2013 Chrysler 300 Base

Fort Payne, AL

UnscoredLimited · 7
$4,200237,584 mi

Comparison: 7 similar vehicles

Fort Payne, AL

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Dayton, TN

UnscoredModerate · 24
$4,200110,447 mi

Comparison: 24 similar vehicles

Dayton, TN

No Photo

2011 Hyundai Sonata GLS

Rossville, GA

Fair PriceModerate · 24
$4,200111,825 mi

Market: $3,850 – $9,394

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Rossville, 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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