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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 22, 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

321 listings found

2002 Honda Civic LX

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

2002 Honda Civic LX

Winder, GA

UnscoredLimited · 5
$3,950188,000 mi

Comparison: 5 similar vehicles

Winder, GA

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Loganville, GA

UnscoredLimited · 9
$5,995165,098 mi

Comparison: 9 similar vehicles

Loganville, GA

2010 Mitsubishi Eclipse GS-Sport

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

2010 Mitsubishi Eclipse GS-Sport

Monroe, GA

UnscoredInsufficient · 0
$6,495158,741 mi

Monroe, GA

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Winder, GA

Salvage title
$6,500182,000 mi

Winder, GA

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Loganville, GA

UnscoredInsufficient · 0
$6,799196,683 mi

Loganville, GA

2008 BMW 3 Series 328i

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

2008 BMW 3 Series 328i

Loganville, GA

UnscoredInsufficient · 3
$6,995145,223 mi

Comparison: 3 similar vehicles

Loganville, GA

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Athens, GA

UnscoredLimited · 13
$6,999174,844 mi

Comparison: 13 similar vehicles

Athens, GA

2011 Dodge Challenger R/T

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

2011 Dodge Challenger R/T

Athens, GA

UnscoredInsufficient · 0
$6,999194,000 mi

Athens, GA

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Covington, GA

UnscoredInsufficient · 3
$7,495161,360 mi

Comparison: 3 similar vehicles

Covington, GA

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

Loganville, GA

UnscoredLimited · 10
$7,995158,658 mi

Comparison: 10 similar vehicles

Loganville, GA

2014 Honda Accord LX-S

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

2014 Honda Accord LX-S

Auburn, GA

UnscoredInsufficient · 4
$8,400144,352 mi

Comparison: 4 similar vehicles

Auburn, GA

2010 Honda Civic EX

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

2010 Honda Civic EX

Gray, GA

UnscoredModerate · 24
$8,495209,966 mi

Comparison: 24 similar vehicles

Gray, GA

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Auburn, GA

Fair PriceLimited · 12
$8,900Mileage not verified

Market: $6,500 – $17,998

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Auburn, GA

2011 INFINITI G Coupe 37 Journey

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

2011 INFINITI G Coupe 37 Journey

Elberton, GA

UnscoredInsufficient · 3
$8,900116,700 mi

Comparison: 3 similar vehicles

Elberton, GA

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Athens, GA

UnscoredLimited · 5
$8,900103,000 mi

Comparison: 5 similar vehicles

Athens, GA

2013 Honda Civic LX

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

2013 Honda Civic LX

Loganville, GA

Fair PriceModerate · 20
$8,990104,347 mi

Market: $8,199 – $12,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Loganville, GA

2012 BMW 6 Series 650i

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

2012 BMW 6 Series 650i

Loganville, GA

UnscoredInsufficient · 3
$8,995145,935 mi

Comparison: 3 similar vehicles

Loganville, GA

2000 BMW 3 Series Base

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

2000 BMW 3 Series Base

Loganville, GA

UnscoredInsufficient · 0
$8,995145,925 mi

Loganville, GA

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Loganville, GA

UnscoredLimited · 13
$9,500134,688 mi

Comparison: 13 similar vehicles

Loganville, GA

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Monroe, GA

UnscoredLimited · 13
$9,995143,765 mi

Comparison: 13 similar vehicles

Monroe, GA

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Loganville, GA

UnscoredInsufficient · 3
$9,995122,776 mi

Comparison: 3 similar vehicles

Loganville, GA

2009 Honda Accord LX-S

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

2009 Honda Accord LX-S

Thomson, GA

UnscoredInsufficient · 0
$9,999195,744 mi

Thomson, GA

2014 Honda Accord LX-S

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

2014 Honda Accord LX-S

Loganville, GA

UnscoredInsufficient · 4
$10,290116,507 mi

Comparison: 4 similar vehicles

Loganville, GA

2014 Mercedes-Benz E-Class E350

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

2014 Mercedes-Benz E-Class E350

Loganville, GA

Salvage title
$10,49069,205 mi

Loganville, GA

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Auburn, GA

UnscoredLimited · 8
$10,500156,595 mi

Comparison: 8 similar vehicles

Auburn, GA

2013 BMW 6 Series 650i

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

2013 BMW 6 Series 650i

Loganville, GA

UnscoredInsufficient · 4
$10,95092,285 mi

Comparison: 4 similar vehicles

Loganville, GA

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Loganville, GA

UnscoredInsufficient · 3
$10,995119,919 mi

Comparison: 3 similar vehicles

Loganville, GA

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Commerce, GA

UnscoredInsufficient · 3
$10,995141,723 mi

Comparison: 3 similar vehicles

Commerce, GA

2015 Honda Civic LX

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

2015 Honda Civic LX

Loganville, GA

Fair PriceModerate · 24
$11,290107,224 mi

Market: $5,950 – $16,990

Comparison: 24 similar vehicles

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

Loganville, GA

2011 Audi TT Premium Plus

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

2011 Audi TT Premium Plus

Jefferson, GA

UnscoredInsufficient · 3
$11,499104,458 mi

Comparison: 3 similar vehicles

Jefferson, GA

2004 Pontiac GTO Base

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

2004 Pontiac GTO Base

Covington, GA

UnscoredInsufficient · 3
$11,900126,462 mi

Comparison: 3 similar vehicles

Covington, GA

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Athens, GA

UnscoredModerate · 26
$11,995154,122 mi

Comparison: 26 similar vehicles

Athens, GA

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Loganville, GA

UnscoredLimited · 8
$11,995116,891 mi

Comparison: 8 similar vehicles

Loganville, GA

2010 Jaguar XK Series Base

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

2010 Jaguar XK Series Base

Loganville, GA

UnscoredInsufficient · 0
$11,995124,639 mi

Loganville, GA

2008 BMW 6 Series 650i

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

2008 BMW 6 Series 650i

Loganville, GA

UnscoredInsufficient · 0
$11,99579,647 mi

Loganville, GA

2015 Honda Accord LX-S

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

2015 Honda Accord LX-S

Grayson, GA

UnscoredInsufficient · 3
$12,289131,801 mi

Comparison: 3 similar vehicles

Grayson, GA

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Loganville, GA

UnscoredInsufficient · 3
$12,99074,766 mi

Comparison: 3 similar vehicles

Loganville, GA

2015 BMW 6 Series 650i

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

2015 BMW 6 Series 650i

Loganville, GA

UnscoredLimited · 6
$12,995104,446 mi

Comparison: 6 similar vehicles

Loganville, GA

2005 INFINITI G35 Coupe Base

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

2005 INFINITI G35 Coupe Base

Loganville, GA

UnscoredInsufficient · 3
$12,995128,562 mi

Comparison: 3 similar vehicles

Loganville, GA

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

Loganville, GA

Fair PriceLimited · 10
$13,490111,721 mi

Market: $9,995 – $22,900

Comparison: 10 similar vehicles

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

Loganville, GA

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Loganville, GA

UnscoredLimited · 16
$13,490129,749 mi

Comparison: 16 similar vehicles

Loganville, GA

2018 INFINITI Q60 Coupe LUXE

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

2018 INFINITI Q60 Coupe LUXE

Loganville, GA

Salvage title
$13,99090,193 mi

Loganville, GA

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Loganville, GA

UnscoredLimited · 8
$13,995106,518 mi

Comparison: 8 similar vehicles

Loganville, GA

2014 Dodge Challenger R/T

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

2014 Dodge Challenger R/T

Loganville, GA

UnscoredInsufficient · 3
$13,99590,903 mi

Comparison: 3 similar vehicles

Loganville, GA

2012 BMW 6 Series 650i

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

2012 BMW 6 Series 650i

Loganville, GA

UnscoredInsufficient · 3
$13,99570,875 mi

Comparison: 3 similar vehicles

Loganville, GA

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Commerce, GA

OverpricedLimited · 12
$13,99584,050 mi

Market: $7,400 – $11,995

Comparison: 12 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Commerce, GA

2015 Scion tC Base

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

2015 Scion tC Base

Athens, GA

UnscoredInsufficient · 0
$13,998122,103 mi

Athens, GA

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

Thomson, GA

UnscoredRobust · 54
$14,950124,280 mi

Comparison: 54 similar vehicles

Thomson, GA

2017 INFINITI Q60 Coupe Premium

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

2017 INFINITI Q60 Coupe Premium

Loganville, GA

Salvage title
$14,99083,143 mi

Loganville, GA

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Athens, GA

Fair PriceRobust · 65
$14,995106,800 mi

Market: $9,999 – $22,046

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Athens, 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. 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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