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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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

1,605 listings found

2010 Nissan Altima S

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

2010 Nissan Altima S

Fairburn, GA

Unscored
$3,500206,841 mi

Comparison: 6 similar vehicles

Fairburn, GA

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Fairburn, GA

UnscoredInsufficient · 4
$3,700212,859 mi

Comparison: 4 similar vehicles

Fairburn, GA

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Fairburn, GA

UnscoredInsufficient · 0
$4,09554,491 mi

Fairburn, GA

2013 Honda Odyssey Touring Elite

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

2013 Honda Odyssey Touring Elite

Fairburn, GA

UnscoredInsufficient · 0
$4,500272,203 mi

Fairburn, GA

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Fairburn, GA

Unscored
$4,500122,991 mi

Comparison: 6 similar vehicles

Fairburn, GA

2014 Nissan Altima S

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

2014 Nissan Altima S

Fairburn, GA

Unscored
$4,800189,896 mi

Comparison: 15 similar vehicles

Fairburn, GA

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Fairburn, GA

Unscored
$4,800132,842 mi

Comparison: 19 similar vehicles

Fairburn, GA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Fairburn, GA

Unscored
$4,900211,062 mi

Comparison: 22 similar vehicles

Fairburn, GA

2006 MINI Cooper S

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

2006 MINI Cooper S

Fairburn, GA

UnscoredInsufficient · 0
$4,998153,373 mi

Fairburn, GA

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Fairburn, GA

Unscored
$5,500142,455 mi

Comparison: 8 similar vehicles

Fairburn, GA

2009 Hummer H3

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

2009 Hummer H3

Fairburn, GA

UnscoredInsufficient · 0
$5,500168,378 mi

Fairburn, GA

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Fairburn, GA

Unscored
$5,500191,475 mi

Comparison: 6 similar vehicles

Fairburn, GA

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Fairburn, GA

Unscored
$5,695181,221 mi

Comparison: 6 similar vehicles

Fairburn, GA

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Fairburn, GA

Unscored
$5,800170,601 mi

Comparison: 6 similar vehicles

Fairburn, GA

2015 Nissan Altima S

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

2015 Nissan Altima S

Fairburn, GA

Unscored
$5,800147,132 mi

Comparison: 34 similar vehicles

Fairburn, GA

2013 Nissan Armada SL

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

2013 Nissan Armada SL

Fairburn, GA

UnscoredInsufficient · 4
$5,800203,366 mi

Comparison: 4 similar vehicles

Fairburn, GA

2016 Hyundai Sonata Sport

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

2016 Hyundai Sonata Sport

Fairburn, GA

Unscored
$5,999133,667 mi

Comparison: 8 similar vehicles

Fairburn, GA

2019 Nissan Pathfinder SL

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

2019 Nissan Pathfinder SL

Fairburn, GA

Unscored
$6,200157,991 mi

Comparison: 13 similar vehicles

Fairburn, GA

2018 Nissan Versa Sedan S Plus

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

2018 Nissan Versa Sedan S Plus

Fairburn, GA

Salvage title
$6,200115,678 mi

Fairburn, GA

2017 Kia Forte LX

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

2017 Kia Forte LX

Fairburn, GA

Unscored
$6,200128,422 mi

Comparison: 22 similar vehicles

Fairburn, GA

2017 Nissan Versa Sedan S Plus

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

2017 Nissan Versa Sedan S Plus

Fairburn, GA

Unscored
$6,200126,498 mi

Comparison: 8 similar vehicles

Fairburn, GA

2018 Kia Soul +

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

2018 Kia Soul +

Fairburn, GA

Unscored
$6,500121,666 mi

Comparison: 13 similar vehicles

Fairburn, GA

2015 Kia Forte LX

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

2015 Kia Forte LX

Fairburn, GA

Fair PriceLimited · 13
$6,500115,956 mi

Market: $5,900 – $19,223

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 226 days listed (based on current market benchmarks)

Fairburn, GA

2014 Ford Fusion Titanium

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

2014 Ford Fusion Titanium

Fairburn, GA

Unscored
$6,500164,182 mi

Comparison: 5 similar vehicles

Fairburn, GA

2014 Mercedes-Benz C-Class C300 Luxury

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

2014 Mercedes-Benz C-Class C300 Luxury

Fairburn, GA

Salvage title
$6,500149,969 mi

Fairburn, GA

2011 Hyundai Elantra Limited

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

2011 Hyundai Elantra Limited

Fairburn, GA

UnscoredInsufficient · 4
$6,500140,248 mi

Comparison: 4 similar vehicles

Fairburn, GA

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Fairburn, GA

Unscored
$6,800137,330 mi

Comparison: 7 similar vehicles

Fairburn, GA

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Fairburn, GA

Fair PriceModerate · 26
$6,800109,567 mi

Market: $3,999 – $13,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 225 days listed (based on current market benchmarks)

Fairburn, GA

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

Fairburn, GA

Unscored
$6,900118,219 mi

Comparison: 7 similar vehicles

Fairburn, GA

2019 Nissan Versa Sedan S Plus

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

2019 Nissan Versa Sedan S Plus

Fairburn, GA

Unscored
$6,900Mileage not verified

Comparison: 6 similar vehicles

Fairburn, GA

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Fairburn, GA

Unscored
$6,90071,415 mi

Comparison: 6 similar vehicles

Fairburn, GA

2017 Nissan Juke S

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

2017 Nissan Juke S

Fairburn, GA

UnscoredInsufficient · 0
$6,900120,769 mi

Fairburn, GA

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Fairburn, GA

Unscored
$6,900110,418 mi

Comparison: 7 similar vehicles

Fairburn, GA

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Fairburn, GA

Fair PriceLimited · 13
$6,90086,349 mi

Market: $5,496 – $8,499

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Fairburn, GA

No Photo

2000 Ford Expedition EDDIE BAUER

Fairburn, GA

UnscoredInsufficient · 0
$6,995149,729 mi

Fairburn, GA

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Fairburn, GA

UnscoredInsufficient · 3
$7,000128,129 mi

Comparison: 3 similar vehicles

Fairburn, GA

2016 Ford Escape SE

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

2016 Ford Escape SE

Fairburn, GA

Unscored
$7,395135,253 mi

Comparison: 21 similar vehicles

Fairburn, GA

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Fairburn, GA

Unscored
$7,500123,269 mi

Comparison: 17 similar vehicles

Fairburn, GA

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Fairburn, GA

Fair PriceLimited · 13
$7,500110,194 mi

Market: $7,500 – $12,749

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 247 days listed (based on current market benchmarks)

Fairburn, GA

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Fairburn, GA

Fair PriceLimited · 14
$7,500100,210 mi

Market: $3,708 – $12,363

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 350 days listed (based on current market benchmarks)

Fairburn, GA

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Fairburn, GA

Unscored
$7,500170,956 mi

Comparison: 15 similar vehicles

Fairburn, GA

2013 Mercedes-Benz GL-Class GL450

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

2013 Mercedes-Benz GL-Class GL450

Fairburn, GA

Unscored
$7,500194,900 mi

Comparison: 18 similar vehicles

Fairburn, GA

2012 Hyundai Sonata SE

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

2012 Hyundai Sonata SE

Fairburn, GA

UnscoredInsufficient · 4
$7,500145,799 mi

Comparison: 4 similar vehicles

Fairburn, GA

2011 Dodge Charger SE

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

2011 Dodge Charger SE

Fairburn, GA

UnscoredInsufficient · 3
$7,500145,198 mi

Comparison: 3 similar vehicles

Fairburn, GA

2011 Land Rover Range Rover Sport HSE

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

2011 Land Rover Range Rover Sport HSE

Fairburn, GA

UnscoredInsufficient · 3
$7,500172,367 mi

Comparison: 3 similar vehicles

Fairburn, GA

2009 Maserati Quattroporte Sport GT S

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

2009 Maserati Quattroporte Sport GT S

Fairburn, GA

UnscoredInsufficient · 0
$7,500112,215 mi

Fairburn, GA

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Fairburn, GA

Unscored
$7,900134,398 mi

Comparison: 7 similar vehicles

Fairburn, GA

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Fairburn, GA

Fair PriceModerate · 28
$7,900113,544 mi

Market: $3,500 – $15,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 250 days listed (based on current market benchmarks)

Fairburn, GA

2016 Kia Sorento EX

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

2016 Kia Sorento EX

Fairburn, GA

Unscored
$7,900117,719 mi

Comparison: 8 similar vehicles

Fairburn, GA

2011 Cadillac Escalade ESV Luxury

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

2011 Cadillac Escalade ESV Luxury

Fairburn, GA

UnscoredInsufficient · 3
$7,900161,476 mi

Comparison: 3 similar vehicles

Fairburn, 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.
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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