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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

2,666 listings found

2002 Buick Century Custom

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

2002 Buick Century Custom

Fayetteville, NC

UnscoredModerate · 21
$2,495Mileage not verified

Comparison: 21 similar vehicles

Fayetteville, NC

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Hope Mills, NC

UnscoredLimited · 11
$2,500190,060 mi

Comparison: 11 similar vehicles

Hope Mills, NC

2009 Pontiac G6

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

2009 Pontiac G6

Fayetteville, NC

UnscoredInsufficient · 3
$2,500193,795 mi

Comparison: 3 similar vehicles

Fayetteville, NC

2006 Hyundai Elantra GLS

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

2006 Hyundai Elantra GLS

Roseboro, NC

UnscoredInsufficient · 0
$2,650177,500 mi

Roseboro, NC

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Delco, NC

UnscoredInsufficient · 0
$2,999168,636 mi

Delco, NC

2005 Volvo S40 2.4i

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

2005 Volvo S40 2.4i

Fayetteville, NC

UnscoredInsufficient · 0
$3,000215,096 mi

Fayetteville, NC

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Roseboro, NC

UnscoredLimited · 5
$3,150202,476 mi

Comparison: 5 similar vehicles

Roseboro, NC

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Wallace, SC

UnscoredLimited · 9
$3,500153,016 mi

Comparison: 9 similar vehicles

Wallace, SC

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Wallace, SC

UnscoredLimited · 7
$3,600187,947 mi

Comparison: 7 similar vehicles

Wallace, SC

2010 Nissan Altima S

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

2010 Nissan Altima S

Roseboro, NC

UnscoredModerate · 28
$3,950146,913 mi

Comparison: 28 similar vehicles

Roseboro, NC

2008 Nissan Sentra 2.0 S

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

2008 Nissan Sentra 2.0 S

Fayetteville, NC

UnscoredInsufficient · 0
$3,950107,940 mi

Fayetteville, NC

2009 Volkswagen Jetta S

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

2009 Volkswagen Jetta S

Hope Mills, NC

UnscoredLimited · 7
$3,995200,855 mi

Comparison: 7 similar vehicles

Hope Mills, NC

2005 Kia Amanti Base

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

2005 Kia Amanti Base

Mullins, SC

UnscoredInsufficient · 0
$3,99989,078 mi

Mullins, SC

2000 Saturn L-Series LS

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

2000 Saturn L-Series LS

Mullins, SC

UnscoredInsufficient · 0
$3,99986,327 mi

Mullins, SC

1998 Saturn S-Series Base

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

1998 Saturn S-Series Base

Mullins, SC

UnscoredInsufficient · 0
$3,99946,745 mi

Mullins, SC

1998 Buick Park Avenue Base

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

1998 Buick Park Avenue Base

Fayetteville, NC

UnscoredInsufficient · 0
$4,000192,063 mi

Fayetteville, NC

2014 Kia Optima LX

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

2014 Kia Optima LX

Hope Mills, NC

UnscoredLimited · 11
$4,200200,988 mi

Comparison: 11 similar vehicles

Hope Mills, NC

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Hope Mills, NC

UnscoredInsufficient · 3
$4,200188,100 mi

Comparison: 3 similar vehicles

Hope Mills, NC

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Roseboro, NC

UnscoredLimited · 5
$4,250147,712 mi

Comparison: 5 similar vehicles

Roseboro, NC

2008 Acura RL Base

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

2008 Acura RL Base

Lumberton, NC

UnscoredInsufficient · 0
$4,295174,434 mi

Lumberton, NC

2014 Ford Focus S

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

2014 Ford Focus S

Wallace, SC

UnscoredLimited · 6
$4,300123,476 mi

Comparison: 6 similar vehicles

Wallace, SC

2006 Suzuki Forenza Premium

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

2006 Suzuki Forenza Premium

Mullins, SC

UnscoredInsufficient · 0
$4,40043,310 mi

Mullins, SC

No Photo

2009 Hyundai Sonata GLS

Fayetteville, NC

UnscoredLimited · 12
$4,495143,236 mi

Comparison: 12 similar vehicles

Fayetteville, NC

2010 Nissan Altima S

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

2010 Nissan Altima S

Delco, NC

UnscoredLimited · 15
$4,499183,467 mi

Comparison: 15 similar vehicles

Delco, NC

2016 Dodge Dart SXT Sport

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

2016 Dodge Dart SXT Sport

Wallace, SC

UnscoredInsufficient · 4
$4,500166,227 mi

Comparison: 4 similar vehicles

Wallace, SC

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Wallace, SC

UnscoredModerate · 29
$4,500210,500 mi

Comparison: 29 similar vehicles

Wallace, SC

2009 Lincoln MKS V6

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

2009 Lincoln MKS V6

Fayetteville, NC

UnscoredLimited · 5
$4,500222,875 mi

Comparison: 5 similar vehicles

Fayetteville, NC

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Fayetteville, NC

UnscoredInsufficient · 3
$4,500179,305 mi

Comparison: 3 similar vehicles

Fayetteville, NC

No Photo

2007 Toyota Camry Hybrid

Lumberton, NC

Fair PriceLimited · 11
$4,500103,223 mi

Market: $3,495 – $12,688

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Lumberton, NC

2006 Kia Amanti Base

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

2006 Kia Amanti Base

Mullins, SC

UnscoredInsufficient · 0
$4,50089,785 mi

Mullins, SC

2002 Saturn L-Series L200

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

2002 Saturn L-Series L200

Mullins, SC

UnscoredInsufficient · 0
$4,50069,003 mi

Mullins, SC

2001 Buick Park Avenue Base

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

2001 Buick Park Avenue Base

Fayetteville, NC

UnscoredInsufficient · 0
$4,500105,433 mi

Fayetteville, NC

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Roseboro, NC

UnscoredModerate · 40
$4,550153,891 mi

Comparison: 40 similar vehicles

Roseboro, NC

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Marion, SC

UnscoredLimited · 9
$4,555200,752 mi

Comparison: 9 similar vehicles

Marion, SC

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Roseboro, NC

UnscoredInsufficient · 3
$4,650134,432 mi

Comparison: 3 similar vehicles

Roseboro, NC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Hamlet, NC

UnscoredInsufficient · 3
$4,695226,297 mi

Comparison: 3 similar vehicles

Hamlet, NC

2003 Chevrolet Impala Base

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

2003 Chevrolet Impala Base

Mullins, SC

UnscoredInsufficient · 0
$4,80053,735 mi

Mullins, SC

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Bladenboro, NC

UnscoredInsufficient · 4
$4,900133,072 mi

Comparison: 4 similar vehicles

Bladenboro, NC

2004 Cadillac DeVille Base

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

2004 Cadillac DeVille Base

Fayetteville, NC

UnscoredInsufficient · 3
$4,900209,146 mi

Comparison: 3 similar vehicles

Fayetteville, NC

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Lumberton, NC

UnscoredLimited · 5
$4,920138,936 mi

Comparison: 5 similar vehicles

Lumberton, NC

2015 Nissan Altima S

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

2015 Nissan Altima S

Roseboro, NC

UnscoredLimited · 7
$4,950164,123 mi

Comparison: 7 similar vehicles

Roseboro, NC

2010 Mercury Milan Premier

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

2010 Mercury Milan Premier

Fayetteville, NC

UnscoredLimited · 5
$4,950161,780 mi

Comparison: 5 similar vehicles

Fayetteville, NC

2009 Ford Fusion SE

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

2009 Ford Fusion SE

Clinton, NC

UnscoredLimited · 5
$4,950215,111 mi

Comparison: 5 similar vehicles

Clinton, NC

2015 Ford Focus SE

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

2015 Ford Focus SE

Lumberton, NC

UnscoredInsufficient · 3
$4,995100,746 mi

Comparison: 3 similar vehicles

Lumberton, NC

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Hope Mills, NC

UnscoredModerate · 37
$4,995251,247 mi

Comparison: 37 similar vehicles

Hope Mills, NC

2002 Pontiac Bonneville SLE

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

2002 Pontiac Bonneville SLE

Aberdeen, NC

UnscoredInsufficient · 0
$4,995104,507 mi

Aberdeen, NC

2001 Ford Taurus SES

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

2001 Ford Taurus SES

Fayetteville, NC

UnscoredInsufficient · 4
$4,995144,266 mi

Comparison: 4 similar vehicles

Fayetteville, NC

2014 Nissan Maxima S

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

2014 Nissan Maxima S

Hope Mills, NC

UnscoredLimited · 10
$4,999202,717 mi

Comparison: 10 similar vehicles

Hope Mills, NC

2006 Saturn ION 2

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

2006 Saturn ION 2

Mullins, SC

UnscoredInsufficient · 0
$4,99989,640 mi

Mullins, SC

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Fayetteville, NC

UnscoredLimited · 7
$5,000213,172 mi

Comparison: 7 similar vehicles

Fayetteville, NC

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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