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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

2,249 listings found

1999 Toyota Camry LE

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

1999 Toyota Camry LE

Landrum, SC

UnscoredInsufficient · 0
$2,900199,345 mi

Landrum, SC

2007 Toyota Avalon Limited

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

2007 Toyota Avalon Limited

Gatlinburg, TN

UnscoredInsufficient · 0
$2,995227,000 mi

Gatlinburg, TN

2000 Mercury Grand Marquis LS

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

2000 Mercury Grand Marquis LS

Morganton, NC

UnscoredInsufficient · 0
$2,995272,536 mi

Morganton, NC

2013 Honda Civic EX

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

2013 Honda Civic EX

Landrum, SC

UnscoredModerate · 27
$3,000250,621 mi

Comparison: 27 similar vehicles

Landrum, SC

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Taylors, SC

UnscoredModerate · 20
$3,150154,235 mi

Comparison: 20 similar vehicles

Taylors, SC

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Taylors, SC

UnscoredLimited · 9
$3,695268,574 mi

Comparison: 9 similar vehicles

Taylors, SC

No Photo

2009 Hyundai Elantra GLS

Greer, SC

UnscoredLimited · 12
$3,800189,738 mi

Comparison: 12 similar vehicles

Greer, SC

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Erwin, TN

UnscoredLimited · 10
$3,900145,153 mi

Comparison: 10 similar vehicles

Erwin, TN

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Greer, SC

UnscoredModerate · 36
$3,900204,000 mi

Comparison: 36 similar vehicles

Greer, SC

2010 Honda Civic LX

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

2010 Honda Civic LX

Greenville, SC

UnscoredInsufficient · 3
$3,988240,475 mi

Comparison: 3 similar vehicles

Greenville, SC

2005 Ford Five Hundred SEL

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

2005 Ford Five Hundred SEL

Greenville, SC

UnscoredInsufficient · 0
$3,988Mileage not verified

Greenville, SC

2017 Nissan Altima S

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

2017 Nissan Altima S

Greenville, SC

UnscoredInsufficient · 3
$3,995166,000 mi

Comparison: 3 similar vehicles

Greenville, SC

2015 Nissan Altima S

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

2015 Nissan Altima S

Taylors, SC

UnscoredInsufficient · 3
$3,995Mileage not verified

Comparison: 3 similar vehicles

Taylors, SC

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Greer, SC

Salvage title
$3,995176,764 mi

Greer, SC

2014 Subaru Impreza 2.0I

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

2014 Subaru Impreza 2.0I

Morganton, NC

UnscoredLimited · 5
$3,995199,980 mi

Comparison: 5 similar vehicles

Morganton, NC

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Greer, SC

UnscoredLimited · 6
$3,995251,988 mi

Comparison: 6 similar vehicles

Greer, SC

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Asheville, NC

UnscoredInsufficient · 4
$3,995221,173 mi

Comparison: 4 similar vehicles

Asheville, NC

2008 Pontiac G6

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

2008 Pontiac G6

Marion, NC

UnscoredInsufficient · 0
$3,995230,843 mi

Marion, NC

2007 Kia New Optima LX

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

2007 Kia New Optima LX

Morganton, NC

UnscoredInsufficient · 0
$3,995177,511 mi

Morganton, NC

2006 Toyota Corolla S

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

2006 Toyota Corolla S

Asheville, NC

UnscoredInsufficient · 0
$4,490235,258 mi

Asheville, NC

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Asheville, NC

UnscoredInsufficient · 4
$4,490251,181 mi

Comparison: 4 similar vehicles

Asheville, NC

2011 Ford Fusion S

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

2011 Ford Fusion S

Candler, NC

UnscoredInsufficient · 0
$4,500162,178 mi

Candler, NC

2009 Ford Focus SEL

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

2009 Ford Focus SEL

Candler, NC

UnscoredInsufficient · 3
$4,500160,000 mi

Comparison: 3 similar vehicles

Candler, NC

2006 Jaguar XJ Series XJ8 L

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

2006 Jaguar XJ Series XJ8 L

Greenville, SC

Salvage title
$4,750146,388 mi

Greenville, SC

2011 Kia Forte EX

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

2011 Kia Forte EX

Canton, NC

UnscoredInsufficient · 4
$4,800159,748 mi

Comparison: 4 similar vehicles

Canton, NC

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Greenville, SC

UnscoredModerate · 28
$4,988211,734 mi

Comparison: 28 similar vehicles

Greenville, SC

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Greenville, SC

UnscoredLimited · 12
$4,988200,930 mi

Comparison: 12 similar vehicles

Greenville, SC

2007 Cadillac DTS Performance

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

2007 Cadillac DTS Performance

Erwin, TN

UnscoredInsufficient · 0
$4,988152,664 mi

Erwin, TN

2004 Chrysler 300M Base

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

2004 Chrysler 300M Base

Asheville, NC

Salvage title
$4,990192,044 mi

Asheville, NC

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Easley, SC

UnscoredModerate · 47
$4,995151,786 mi

Comparison: 47 similar vehicles

Easley, SC

2010 Ford Focus SE

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

2010 Ford Focus SE

Greer, SC

Salvage title
$4,995237,180 mi

Greer, 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

Greer, SC

UnscoredModerate · 32
$4,999144,477 mi

Comparison: 32 similar vehicles

Greer, SC

1998 Toyota Camry LE

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

1998 Toyota Camry LE

Greenville, SC

UnscoredInsufficient · 0
$5,488178,351 mi

Greenville, SC

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Asheville, NC

UnscoredInsufficient · 3
$5,490256,161 mi

Comparison: 3 similar vehicles

Asheville, NC

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Clyde, NC

UnscoredModerate · 37
$5,495162,140 mi

Comparison: 37 similar vehicles

Clyde, NC

2012 Chevrolet Malibu 2LT

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

2012 Chevrolet Malibu 2LT

Marion, NC

UnscoredLimited · 6
$5,495209,467 mi

Comparison: 6 similar vehicles

Marion, NC

2006 Chevrolet Impala SS

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

2006 Chevrolet Impala SS

Marion, NC

UnscoredInsufficient · 3
$5,495131,030 mi

Comparison: 3 similar vehicles

Marion, NC

2013 Chevrolet Impala 1FL

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

2013 Chevrolet Impala 1FL

Newport, TN

UnscoredLimited · 6
$5,498208,106 mi

Comparison: 6 similar vehicles

Newport, TN

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Fairview, NC

UnscoredLimited · 15
$5,500149,393 mi

Comparison: 15 similar vehicles

Fairview, NC

2009 Acura TSX Base

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

2009 Acura TSX Base

Leicester, NC

UnscoredLimited · 10
$5,550204,167 mi

Comparison: 10 similar vehicles

Leicester, NC

2007 Mercedes-Benz E-Class E320 BLUETEC

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

2007 Mercedes-Benz E-Class E320 BLUETEC

Erwin, TN

UnscoredInsufficient · 0
$5,550163,670 mi

Erwin, TN

2011 Kia Forte EX

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

2011 Kia Forte EX

Greer, SC

UnscoredLimited · 8
$5,599144,000 mi

Comparison: 8 similar vehicles

Greer, SC

2017 Ford Fiesta S

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

2017 Ford Fiesta S

Hendersonville, NC

UnscoredInsufficient · 0
$5,69575,094 mi

Hendersonville, NC

2016 Chevrolet Cruze Limited 2LT

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

2016 Chevrolet Cruze Limited 2LT

Greenville, SC

UnscoredInsufficient · 0
$5,800159,252 mi

Greenville, SC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Candler, NC

UnscoredRobust · 80
$5,900189,474 mi

Comparison: 80 similar vehicles

Candler, NC

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Easley, SC

UnscoredRobust · 91
$5,950185,092 mi

Comparison: 91 similar vehicles

Easley, SC

2010 Lincoln MKS Base

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

2010 Lincoln MKS Base

Hendersonville, NC

Fair PriceLimited · 18
$5,96492,965 mi

Market: $4,500 – $11,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Hendersonville, NC

2011 Cadillac CTS Premium Collection

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

2011 Cadillac CTS Premium Collection

Greenville, SC

UnscoredModerate · 40
$5,988184,691 mi

Comparison: 40 similar vehicles

Greenville, SC

2011 Kia Forte EX

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

2011 Kia Forte EX

Asheville, NC

UnscoredInsufficient · 3
$5,990243,915 mi

Comparison: 3 similar vehicles

Asheville, NC

2007 Nissan Altima S

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

2007 Nissan Altima S

Asheville, NC

UnscoredLimited · 8
$5,990243,839 mi

Comparison: 8 similar vehicles

Asheville, 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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