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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 1, 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

3,731 listings found

No Photo

2002 GMC Envoy SLT

Sylvania, GA

UnscoredInsufficient · 0
$1,750245,107 mi

Sylvania, GA

2015 MINI Countryman

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

2015 MINI Countryman

Allendale, SC

UnscoredInsufficient · 3
$2,200165,852 mi

Comparison: 3 similar vehicles

Allendale, SC

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Aiken, SC

UnscoredInsufficient · 4
$2,200252,445 mi

Comparison: 4 similar vehicles

Aiken, SC

No Photo

2004 Honda Accord EX

Saint Matthews, SC

Unscored
$2,700261,764 mi

Comparison: 42 similar vehicles

Saint Matthews, SC

No Photo

1999 Honda Accord LX

Saint Matthews, SC

UnscoredInsufficient · 0
$2,700Mileage not verified

Saint Matthews, SC

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Summerville, SC

Unscored
$2,750159,960 mi

Comparison: 6 similar vehicles

Summerville, SC

2003 Mercedes-Benz E-Class E320

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

2003 Mercedes-Benz E-Class E320

Swansea, SC

UnscoredInsufficient · 0
$2,899Mileage not verified

Swansea, SC

2016 Dodge Grand Caravan R/T

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

2016 Dodge Grand Caravan R/T

Summerville, SC

Salvage title
$2,999240,082 mi

Summerville, SC

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Allendale, SC

Unscored
$3,000146,582 mi

Comparison: 96 similar vehicles

Allendale, SC

No Photo

2014 Nissan Altima S

Saint Matthews, SC

Unscored
$3,000175,894 mi

Comparison: 108 similar vehicles

Saint Matthews, SC

2005 Mercury Grand Marquis LS

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

2005 Mercury Grand Marquis LS

Allendale, SC

UnscoredInsufficient · 0
$3,000170,809 mi

Allendale, SC

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Seabrook, SC

UnscoredInsufficient · 4
$3,000271,451 mi

Comparison: 4 similar vehicles

Seabrook, SC

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Cottageville, SC

Unscored
$3,220384,595 mi

Comparison: 6 similar vehicles

Cottageville, SC

No Photo

2015 Nissan Rogue SV

Saint Matthews, SC

Unscored
$3,500214,654 mi

Comparison: 40 similar vehicles

Saint Matthews, SC

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Summerville, SC

Unscored
$3,500239,418 mi

Comparison: 8 similar vehicles

Summerville, SC

2010 Chevrolet Cobalt LS

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

2010 Chevrolet Cobalt LS

Cottageville, SC

UnscoredInsufficient · 3
$3,500118,473 mi

Comparison: 3 similar vehicles

Cottageville, SC

2006 Lexus IS 250

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

2006 Lexus IS 250

Summerville, SC

UnscoredInsufficient · 0
$3,500198,301 mi

Summerville, SC

2000 Ford F-150 WORK SERIES

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

2000 Ford F-150 WORK SERIES

Cottageville, SC

Salvage title
$3,725208,111 mi

Cottageville, SC

No Photo

2012 Chevrolet Equinox 1LT

Saint Matthews, SC

Unscored
$3,800190,806 mi

Comparison: 16 similar vehicles

Saint Matthews, SC

2005 Honda Accord EX

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

2005 Honda Accord EX

Seabrook, SC

Unscored
$3,800Mileage not verified

Comparison: 6 similar vehicles

Seabrook, SC

2004 Hyundai Sonata GLS

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

2004 Hyundai Sonata GLS

Orangeburg, SC

UnscoredInsufficient · 0
$3,800125,344 mi

Orangeburg, SC

2010 Dodge Charger SE

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

2010 Dodge Charger SE

Cottageville, SC

UnscoredInsufficient · 0
$3,950178,253 mi

Cottageville, SC

2017 BMW X3 sDrive28i

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

2017 BMW X3 sDrive28i

Summerville, SC

Unscored
$3,995155,752 mi

Comparison: 12 similar vehicles

Summerville, SC

2014 Chevrolet Cruze 1FL

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

2014 Chevrolet Cruze 1FL

Summerville, SC

UnscoredInsufficient · 0
$3,995173,356 mi

Summerville, SC

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Summerville, SC

Unscored
$3,995188,788 mi

Comparison: 5 similar vehicles

Summerville, SC

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Allendale, SC

Fair PriceLimited · 11
$4,000117,852 mi

Market: $3,090 – $10,095

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Allendale, SC

No Photo

2011 Kia Sorento EX

Saint Matthews, SC

Unscored
$4,000195,677 mi

Comparison: 8 similar vehicles

Saint Matthews, SC

2009 Ford Explorer XLT

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

2009 Ford Explorer XLT

Cottageville, SC

UnscoredInsufficient · 0
$4,000202,376 mi

Cottageville, SC

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Seabrook, SC

UnscoredInsufficient · 0
$4,000314,734 mi

Seabrook, SC

2003 Mercedes-Benz C-Class C320

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

2003 Mercedes-Benz C-Class C320

Cottageville, SC

UnscoredInsufficient · 0
$4,000115,535 mi

Cottageville, SC

2004 Honda Accord EX

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

2004 Honda Accord EX

Orangeburg, SC

Unscored
$4,300199,883 mi

Comparison: 30 similar vehicles

Orangeburg, SC

2014 Ford Focus SE

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

2014 Ford Focus SE

Allendale, SC

Fair PriceModerate · 39
$4,50097,546 mi

Market: $3,090 – $10,950

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Allendale, SC

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Aiken, SC

Unscored
$4,500182,606 mi

Comparison: 66 similar vehicles

Aiken, SC

2008 MINI Cooper Base

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

2008 MINI Cooper Base

Summerville, SC

UnscoredInsufficient · 0
$4,500120,136 mi

Summerville, SC

2005 Lexus RX 330

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

2005 Lexus RX 330

Aiken, SC

Unscored
$4,500228,745 mi

Comparison: 19 similar vehicles

Aiken, SC

No Photo

2013 Buick LaCrosse Premium 2

Saint Matthews, SC

UnscoredInsufficient · 0
$4,599245,903 mi

Saint Matthews, SC

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Orangeburg, SC

UnscoredInsufficient · 3
$4,700122,520 mi

Comparison: 3 similar vehicles

Orangeburg, SC

2007 INFINITI M 45 Sport

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

2007 INFINITI M 45 Sport

Seabrook, SC

UnscoredInsufficient · 0
$4,800167,873 mi

Seabrook, SC

1999 Lexus RX 300

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

1999 Lexus RX 300

Aiken, SC

UnscoredInsufficient · 3
$4,800199,862 mi

Comparison: 3 similar vehicles

Aiken, SC

No Photo

2004 Toyota Camry LE

Orangeburg, SC

UnscoredInsufficient · 4
$4,850182,205 mi

Comparison: 4 similar vehicles

Orangeburg, SC

2005 Chevrolet Express Base

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

2005 Chevrolet Express Base

Aiken, SC

UnscoredInsufficient · 0
$4,950277,541 mi

Aiken, SC

2002 Mazda Truck DS

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

2002 Mazda Truck DS

Aiken, SC

UnscoredInsufficient · 0
$4,950264,912 mi

Aiken, SC

2019 GMC Savana Cargo Work Van

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

2019 GMC Savana Cargo Work Van

Orangeburg, SC

Unscored
$4,991299,107 mi

Comparison: 5 similar vehicles

Orangeburg, SC

2016 Subaru Forester i

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

2016 Subaru Forester i

Summerville, SC

Unscored
$4,995283,858 mi

Comparison: 11 similar vehicles

Summerville, SC

2012 Volvo XC60 T6

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

2012 Volvo XC60 T6

Summerville, SC

UnscoredInsufficient · 0
$4,995195,313 mi

Summerville, SC

2004 Hyundai Sonata GLS

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

2004 Hyundai Sonata GLS

Walterboro, SC

UnscoredInsufficient · 0
$4,99549,290 mi

Walterboro, SC

No Photo

2002 Ford Explorer XLT

Sylvania, GA

Unscored
$4,995207,000 mi

Comparison: 10 similar vehicles

Sylvania, GA

No Photo

2016 Ford Fusion SE

Saint Matthews, SC

UnscoredInsufficient · 3
$4,999157,034 mi

Comparison: 3 similar vehicles

Saint Matthews, SC

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Swansea, SC

Unscored
$4,999168,672 mi

Comparison: 16 similar vehicles

Swansea, SC

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Swansea, SC

UnscoredInsufficient · 3
$4,999130,536 mi

Comparison: 3 similar vehicles

Swansea, 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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