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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 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

3,602 listings found

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Florence, SC

UnscoredModerate · 28
$2,500220,827 mi

Comparison: 28 similar vehicles

Florence, SC

2006 Acura TL Base

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

2006 Acura TL Base

Florence, SC

UnscoredLimited · 5
$2,850Mileage not verified

Comparison: 5 similar vehicles

Florence, SC

2002 Buick LeSabre Custom

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

2002 Buick LeSabre Custom

Florence, SC

UnscoredInsufficient · 0
$2,880101,978 mi

Florence, SC

2007 Mercedes-Benz E-Class E350

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

2007 Mercedes-Benz E-Class E350

Florence, SC

UnscoredLimited · 11
$2,930231,731 mi

Comparison: 11 similar vehicles

Florence, SC

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Hartsville, SC

UnscoredLimited · 7
$2,950241,045 mi

Comparison: 7 similar vehicles

Hartsville, SC

2012 Honda Accord EX

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

2012 Honda Accord EX

Hamlet, NC

UnscoredLimited · 9
$2,995220,082 mi

Comparison: 9 similar vehicles

Hamlet, NC

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Hartsville, SC

UnscoredInsufficient · 3
$3,500146,916 mi

Comparison: 3 similar vehicles

Hartsville, SC

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

2010 Mazda MAZDA6 i Touring

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

2010 Mazda MAZDA6 i Touring

Florence, SC

UnscoredModerate · 44
$3,500295,579 mi

Comparison: 44 similar vehicles

Florence, SC

2007 Honda Civic HYBRID

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

2007 Honda Civic HYBRID

Oakboro, NC

UnscoredInsufficient · 0
$3,500268,026 mi

Oakboro, NC

2005 Pontiac Grand Am SE

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

2005 Pontiac Grand Am SE

Florence, SC

UnscoredInsufficient · 0
$3,500Mileage not verified

Florence, 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

2011 Mazda MAZDA3 i Touring

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

2011 Mazda MAZDA3 i Touring

Monroe, NC

UnscoredLimited · 6
$3,79993,225 mi

Comparison: 6 similar vehicles

Monroe, NC

2012 Buick LaCrosse Convenience

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

2012 Buick LaCrosse Convenience

Hartsville, SC

UnscoredInsufficient · 0
$3,800160,890 mi

Hartsville, SC

2011 Mitsubishi Lancer ES

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

2011 Mitsubishi Lancer ES

Monroe, NC

UnscoredInsufficient · 4
$3,895231,523 mi

Comparison: 4 similar vehicles

Monroe, NC

2014 Lincoln MKZ Base

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

2014 Lincoln MKZ Base

Hartsville, SC

UnscoredModerate · 38
$3,900Mileage not verified

Comparison: 38 similar vehicles

Hartsville, SC

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Hartsville, SC

UnscoredLimited · 17
$3,900219,433 mi

Comparison: 17 similar vehicles

Hartsville, SC

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Chesterfield, SC

UnscoredLimited · 8
$3,920136,856 mi

Comparison: 8 similar vehicles

Chesterfield, SC

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

2014 Chrysler 200 Touring

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

2014 Chrysler 200 Touring

Florence, SC

UnscoredLimited · 5
$4,000150,331 mi

Comparison: 5 similar vehicles

Florence, SC

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Darlington, SC

Fair PriceModerate · 20
$4,200109,806 mi

Market: $2,500 – $7,513

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Darlington, SC

2011 Toyota Camry Base

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

2011 Toyota Camry Base

Darlington, SC

UnscoredLimited · 13
$4,200275,966 mi

Comparison: 13 similar vehicles

Darlington, SC

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Chesterfield, SC

Fair PriceModerate · 39
$4,231Mileage not verified

Market: $3,700 – $11,994

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 489 days listed (based on current market benchmarks)

Chesterfield, SC

2014 Ford Focus SE

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

2014 Ford Focus SE

Hartsville, SC

UnscoredRobust · 70
$4,250160,890 mi

Comparison: 70 similar vehicles

Hartsville, SC

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Albemarle, NC

Salvage title
$4,277204,956 mi

Albemarle, 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

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Biscoe, NC

UnscoredLimited · 9
$4,299211,076 mi

Comparison: 9 similar vehicles

Biscoe, 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

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Lumberton, NC

UnscoredLimited · 6
$4,420114,500 mi

Comparison: 6 similar vehicles

Lumberton, NC

2016 Kia Optima LX

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

2016 Kia Optima LX

Monroe, NC

UnscoredInsufficient · 3
$4,499128,978 mi

Comparison: 3 similar vehicles

Monroe, NC

2017 Ford Fusion S

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

2017 Ford Fusion S

Monroe, NC

UnscoredLimited · 17
$4,500230,500 mi

Comparison: 17 similar vehicles

Monroe, 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 Chevrolet Malibu 2LT

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

2012 Chevrolet Malibu 2LT

Florence, SC

UnscoredLimited · 6
$4,500182,262 mi

Comparison: 6 similar vehicles

Florence, 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

No Photo

2007 Toyota Camry Hybrid

Lumberton, NC

Fair PriceLimited · 12
$4,500103,223 mi

Market: $3,495 – $12,688

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 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

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

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 · 4
$4,695226,297 mi

Comparison: 4 similar vehicles

Hamlet, NC

2011 Volkswagen CC Sport

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

2011 Volkswagen CC Sport

Monroe, NC

UnscoredInsufficient · 3
$4,799183,206 mi

Comparison: 3 similar vehicles

Monroe, 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

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

2013 Kia Optima LX

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

2013 Kia Optima LX

Cheraw, SC

UnscoredLimited · 18
$4,970134,861 mi

Comparison: 18 similar vehicles

Cheraw, SC

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Hartsville, SC

UnscoredInsufficient · 3
$4,995173,451 mi

Comparison: 3 similar vehicles

Hartsville, SC

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 · 4
$4,995100,746 mi

Comparison: 4 similar vehicles

Lumberton, NC

2012 Buick LaCrosse Premium 1

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

2012 Buick LaCrosse Premium 1

Florence, SC

UnscoredInsufficient · 3
$4,995203,831 mi

Comparison: 3 similar vehicles

Florence, SC

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Monroe, NC

UnscoredModerate · 26
$4,995171,585 mi

Comparison: 26 similar vehicles

Monroe, 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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