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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

26,921 listings found

1981 Ford F-150

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

1981 Ford F-150

Toccoa, GA

UnscoredInsufficient · 0
$1,500Mileage not verified

Toccoa, GA

1981 Chevrolet El Camino

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

1981 Chevrolet El Camino

Gray Court, SC

UnscoredInsufficient · 0
$1,50099,999 mi

Gray Court, SC

2005 Volvo S60 2.4

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

2005 Volvo S60 2.4

Piedmont, SC

UnscoredInsufficient · 0
$1,800Mileage not verified

Piedmont, SC

2001 Chrysler PT Cruiser Base

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

2001 Chrysler PT Cruiser Base

Greenville, SC

Unscored
$1,977266,085 mi

Comparison: 6 similar vehicles

Greenville, SC

1998 Toyota Corolla LE

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

1998 Toyota Corolla LE

Spartanburg, SC

UnscoredInsufficient · 0
$2,250230,623 mi

Spartanburg, SC

2012 Volvo XC90 3.2

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

2012 Volvo XC90 3.2

Hendersonville, NC

UnscoredInsufficient · 0
$2,300271,725 mi

Hendersonville, NC

2004 Mitsubishi Lancer ES

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

2004 Mitsubishi Lancer ES

Greenville, SC

UnscoredInsufficient · 0
$2,300221,385 mi

Greenville, SC

2012 Jeep Patriot Limited

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

2012 Jeep Patriot Limited

Anderson, SC

UnscoredInsufficient · 0
$2,500219,104 mi

Anderson, SC

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Iva, SC

Unscored
$2,500246,308 mi

Comparison: 11 similar vehicles

Iva, SC

2001 Chevrolet Silverado base

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

2001 Chevrolet Silverado base

Toccoa, GA

UnscoredInsufficient · 3
$2,500Mileage not verified

Comparison: 3 similar vehicles

Toccoa, GA

1981 Volkswagen Rabbit

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

1981 Volkswagen Rabbit

Gray Court, SC

UnscoredInsufficient · 0
$2,500133,000 mi

Gray Court, SC

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Greenville, SC

UnscoredInsufficient · 0
$2,590207,725 mi

Greenville, SC

2003 Chevrolet Cavalier Base

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

2003 Chevrolet Cavalier Base

Greenville, SC

UnscoredInsufficient · 0
$2,700139,385 mi

Greenville, SC

2002 Cadillac DeVille Base

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

2002 Cadillac DeVille Base

Piedmont, SC

UnscoredInsufficient · 0
$2,750180,732 mi

Piedmont, SC

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Greenville, SC

Unscored
$2,787106,781 mi

Comparison: 20 similar vehicles

Greenville, SC

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Starr, SC

UnscoredInsufficient · 0
$2,800170,000 mi

Starr, SC

2008 Kia Sedona EX

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

2008 Kia Sedona EX

Greenville, SC

UnscoredInsufficient · 3
$2,877200,999 mi

Comparison: 3 similar vehicles

Greenville, SC

2000 Chrysler Cirrus LXI

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

2000 Chrysler Cirrus LXI

Laurens, SC

UnscoredInsufficient · 0
$2,895100,461 mi

Laurens, SC

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Anderson, SC

Unscored
$2,900143,855 mi

Comparison: 6 similar vehicles

Anderson, SC

2006 Chrysler PT Cruiser Touring Edition

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

2006 Chrysler PT Cruiser Touring Edition

Pendleton, SC

UnscoredInsufficient · 0
$2,900135,884 mi

Pendleton, SC

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

No Photo

1992 Isuzu Conventional

Piedmont, SC

UnscoredInsufficient · 0
$2,900176,836 mi

Piedmont, SC

2007 Ford Focus ZX3 SE

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

2007 Ford Focus ZX3 SE

Greenville, SC

UnscoredInsufficient · 0
$2,950204,185 mi

Greenville, SC

2009 Scion tC Base

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

2009 Scion tC Base

Greenville, SC

Unscored
$2,977225,252 mi

Comparison: 8 similar vehicles

Greenville, SC

2001 Toyota Rav4 Base

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

2001 Toyota Rav4 Base

Greenville, SC

UnscoredInsufficient · 4
$2,977238,599 mi

Comparison: 4 similar vehicles

Greenville, SC

2006 Ford Escape XLT

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

2006 Ford Escape XLT

Greenville, SC

UnscoredInsufficient · 0
$2,988333,780 mi

Greenville, SC

1997 Honda CR-V Base

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

1997 Honda CR-V Base

Greenville, SC

UnscoredInsufficient · 0
$2,988260,492 mi

Greenville, SC

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Spartanburg, SC

Unscored
$2,995199,750 mi

Comparison: 31 similar vehicles

Spartanburg, SC

2011 Volvo XC60 3.2

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

2011 Volvo XC60 3.2

Laurens, SC

UnscoredInsufficient · 0
$2,995225,055 mi

Laurens, SC

2016 Ford Focus SE

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

2016 Ford Focus SE

Greer, SC

UnscoredInsufficient · 3
$2,999172,190 mi

Comparison: 3 similar vehicles

Greer, SC

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Iva, SC

Unscored
$3,000221,718 mi

Comparison: 24 similar vehicles

Iva, SC

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Taylors, SC

Unscored
$3,000129,000 mi

Comparison: 14 similar vehicles

Taylors, SC

2003 Nissan Xterra XE

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

2003 Nissan Xterra XE

Anderson, SC

UnscoredInsufficient · 0
$3,000185,961 mi

Anderson, SC

1996 Chevrolet Tracker

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

1996 Chevrolet Tracker

Boiling Springs, SC

UnscoredInsufficient · 0
$3,000212,356 mi

Boiling Springs, SC

1989 Chevrolet GMT400

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

1989 Chevrolet GMT400

Roebuck, SC

UnscoredInsufficient · 0
$3,000Mileage not verified

Roebuck, SC

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Greenville, SC

Unscored
$3,094199,937 mi

Comparison: 12 similar vehicles

Greenville, SC

2001 Toyota Avalon

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

2001 Toyota Avalon

Greenville, SC

UnscoredInsufficient · 0
$3,150191,385 mi

Greenville, SC

2013 Dodge Dart Aero

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

2013 Dodge Dart Aero

Lyman, SC

UnscoredInsufficient · 0
$3,250134,878 mi

Lyman, SC

2013 Cadillac CTS Sedan Luxury Collection

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

2013 Cadillac CTS Sedan Luxury Collection

Canon, GA

Unscored
$3,299206,800 mi

Comparison: 10 similar vehicles

Canon, GA

2014 Nissan Versa Note S Plus

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

2014 Nissan Versa Note S Plus

Greer, SC

UnscoredInsufficient · 0
$3,30080,017 mi

Greer, SC

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

2000 Chevrolet Tahoe Base

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

2000 Chevrolet Tahoe Base

Piedmont, SC

UnscoredInsufficient · 3
$3,315244,971 mi

Comparison: 3 similar vehicles

Piedmont, SC

2003 Ford Escape XLT Popular

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

2003 Ford Escape XLT Popular

Piedmont, SC

UnscoredInsufficient · 0
$3,322171,000 mi

Piedmont, SC

2007 Ford Fusion SEL

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

2007 Ford Fusion SEL

Greenville, SC

UnscoredInsufficient · 0
$3,330203,131 mi

Greenville, SC

2005 Chrysler PT Cruiser Touring Edition

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

2005 Chrysler PT Cruiser Touring Edition

Greenville, SC

UnscoredInsufficient · 4
$3,335136,477 mi

Comparison: 4 similar vehicles

Greenville, SC

2005 Chrysler Town & Country Touring

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

2005 Chrysler Town & Country Touring

Piedmont, SC

UnscoredInsufficient · 0
$3,431142,471 mi

Piedmont, SC

2007 Ford Focus ZX3 SE

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

2007 Ford Focus ZX3 SE

Greer, SC

UnscoredInsufficient · 0
$3,499126,500 mi

Greer, SC

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Greenville, SC

Unscored
$3,499224,392 mi

Comparison: 11 similar vehicles

Greenville, SC

2009 Ford Focus SE

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

2009 Ford Focus SE

Laurens, SC

Unscored
$3,500163,495 mi

Comparison: 11 similar vehicles

Laurens, SC

2009 Honda Accord EX

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

2009 Honda Accord EX

Anderson, SC

Unscored
$3,500174,835 mi

Comparison: 13 similar vehicles

Anderson, SC

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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