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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

481 listings found

2002 Pontiac Grand Prix GT

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

2002 Pontiac Grand Prix GT

Piedmont, SC

UnscoredInsufficient · 0
$3,310193,301 mi

Piedmont, SC

No Photo

2008 Nissan Altima S

Piedmont, SC

UnscoredLimited · 14
$3,911210,237 mi

Comparison: 14 similar vehicles

Piedmont, SC

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

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Gainesville, GA

UnscoredInsufficient · 0
$3,995195,574 mi

Gainesville, GA

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Gainesville, GA

UnscoredLimited · 6
$4,995173,000 mi

Comparison: 6 similar vehicles

Gainesville, GA

1999 Toyota Camry Solara SLE

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

1999 Toyota Camry Solara SLE

Greenville, SC

UnscoredInsufficient · 0
$5,500122,385 mi

Greenville, SC

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Seneca, SC

UnscoredLimited · 5
$5,900Mileage not verified

Comparison: 5 similar vehicles

Seneca, SC

2011 Ford Mustang V6 Premium

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

2011 Ford Mustang V6 Premium

Gainesville, GA

UnscoredInsufficient · 4
$5,995164,258 mi

Comparison: 4 similar vehicles

Gainesville, GA

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Gainesville, GA

Salvage title
$5,995192,290 mi

Gainesville, GA

2010 Honda Accord LX-S

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

2010 Honda Accord LX-S

Braselton, GA

UnscoredInsufficient · 4
$6,350Mileage not verified

Comparison: 4 similar vehicles

Braselton, GA

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Gainesville, GA

UnscoredLimited · 10
$6,500237,882 mi

Comparison: 10 similar vehicles

Gainesville, 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

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

Gainesville, GA

UnscoredInsufficient · 0
$6,500183,260 mi

Gainesville, GA

No Photo

2008 Ford Mustang Deluxe

Piedmont, SC

UnscoredInsufficient · 4
$6,636Mileage not verified

Comparison: 4 similar vehicles

Piedmont, SC

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Gainesville, GA

UnscoredLimited · 7
$6,995169,719 mi

Comparison: 7 similar vehicles

Gainesville, 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 Audi A5 Premium

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

2010 Audi A5 Premium

Gainesville, GA

UnscoredInsufficient · 3
$7,49299,956 mi

Comparison: 3 similar vehicles

Gainesville, GA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Gainesville, GA

UnscoredLimited · 7
$7,599119,868 mi

Comparison: 7 similar vehicles

Gainesville, GA

2014 Hyundai Elantra Coupe Base

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

2014 Hyundai Elantra Coupe Base

Baldwin, GA

UnscoredInsufficient · 0
$7,99590,620 mi

Baldwin, GA

2011 Ford Mustang V6 Premium

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

2011 Ford Mustang V6 Premium

Gainesville, GA

UnscoredInsufficient · 3
$7,995173,400 mi

Comparison: 3 similar vehicles

Gainesville, GA

2011 Honda Civic EX

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

2011 Honda Civic EX

Gainesville, GA

UnscoredLimited · 8
$7,995102,290 mi

Comparison: 8 similar vehicles

Gainesville, GA

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Gainesville, GA

UnscoredLimited · 5
$7,995134,770 mi

Comparison: 5 similar vehicles

Gainesville, GA

2013 Honda Accord EX

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

2013 Honda Accord EX

Anderson, SC

UnscoredModerate · 21
$7,999142,134 mi

Comparison: 21 similar vehicles

Anderson, SC

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Anderson, SC

UnscoredInsufficient · 3
$7,999170,274 mi

Comparison: 3 similar vehicles

Anderson, SC

2012 Honda Civic LX

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

2012 Honda Civic LX

Pendleton, SC

UnscoredInsufficient · 3
$7,999206,264 mi

Comparison: 3 similar vehicles

Pendleton, SC

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Hartwell, GA

UnscoredLimited · 19
$8,195201,004 mi

Comparison: 19 similar vehicles

Hartwell, GA

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Greenville, SC

UnscoredLimited · 8
$8,200163,454 mi

Comparison: 8 similar vehicles

Greenville, SC

2011 Nissan Altima S

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

2011 Nissan Altima S

Anderson, SC

Fair PriceModerate · 29
$8,69581,001 mi

Market: $2,999 – $8,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Anderson, SC

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

UnscoredInsufficient · 4
$8,900103,000 mi

Comparison: 4 similar vehicles

Athens, GA

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Cornelia, GA

UnscoredLimited · 13
$8,900212,273 mi

Comparison: 13 similar vehicles

Cornelia, GA

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Greenville, SC

UnscoredModerate · 26
$8,998133,544 mi

Comparison: 26 similar vehicles

Greenville, SC

2017 BMW 4 Series 430i

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

2017 BMW 4 Series 430i

Demorest, GA

UnscoredModerate · 45
$8,999140,036 mi

Comparison: 45 similar vehicles

Demorest, GA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Gainesville, GA

UnscoredLimited · 7
$8,999122,257 mi

Comparison: 7 similar vehicles

Gainesville, GA

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Gainesville, GA

UnscoredLimited · 7
$9,490163,037 mi

Comparison: 7 similar vehicles

Gainesville, GA

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Gainesville, GA

UnscoredInsufficient · 4
$9,500130,739 mi

Comparison: 4 similar vehicles

Gainesville, GA

2010 Honda Accord EX

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

2010 Honda Accord EX

Pendleton, SC

UnscoredModerate · 20
$9,899174,600 mi

Comparison: 20 similar vehicles

Pendleton, SC

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Anderson, SC

UnscoredModerate · 30
$9,999163,557 mi

Comparison: 30 similar vehicles

Anderson, SC

2009 BMW 1 Series 135i

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

2009 BMW 1 Series 135i

Demorest, GA

UnscoredInsufficient · 3
$9,999160,000 mi

Comparison: 3 similar vehicles

Demorest, GA

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

Gainesville, GA

UnscoredInsufficient · 4
$10,637165,166 mi

Comparison: 4 similar vehicles

Gainesville, GA

2009 Nissan 370Z Touring

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

2009 Nissan 370Z Touring

Gainesville, GA

UnscoredInsufficient · 3
$10,798147,988 mi

Comparison: 3 similar vehicles

Gainesville, GA

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Piedmont, SC

UnscoredLimited · 9
$10,955157,146 mi

Comparison: 9 similar vehicles

Piedmont, SC

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

Mauldin, SC

Fair PriceModerate · 32
$10,99161,360 mi

Market: $4,200 – $16,000

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Mauldin, SC

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Gainesville, GA

UnscoredLimited · 8
$10,995137,605 mi

Comparison: 8 similar vehicles

Gainesville, 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

2012 INFINITI G Coupe 37 Journey

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

2012 INFINITI G Coupe 37 Journey

Gainesville, GA

UnscoredInsufficient · 0
$10,995126,800 mi

Gainesville, GA

2007 Ford Mustang GT Deluxe

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

2007 Ford Mustang GT Deluxe

Cleveland, GA

UnscoredInsufficient · 4
$10,995103,648 mi

Comparison: 4 similar vehicles

Cleveland, GA

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Demorest, GA

Fair PriceRobust · 186
$10,999114,575 mi

Market: $8,500 – $20,903

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Demorest, GA

2014 Dodge Challenger R/T Classic

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

2014 Dodge Challenger R/T Classic

Gainesville, GA

UnscoredInsufficient · 0
$10,999128,924 mi

Gainesville, 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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