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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

302 listings found

2003 Ford Taurus SEL Deluxe

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

2003 Ford Taurus SEL Deluxe

Ladson, SC

UnscoredInsufficient · 0
$2,950167,857 mi

Ladson, SC

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Ladson, SC

Unscored
$2,999216,505 mi

Comparison: 16 similar vehicles

Ladson, SC

2003 Buick LeSabre Custom

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

2003 Buick LeSabre Custom

Ladson, SC

UnscoredInsufficient · 0
$3,250137,332 mi

Ladson, SC

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Ladson, SC

Unscored
$3,500Mileage not verified

Comparison: 8 similar vehicles

Ladson, SC

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Ladson, SC

UnscoredInsufficient · 0
$3,90096,337 mi

Ladson, SC

2004 Toyota Avalon XLS

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

2004 Toyota Avalon XLS

Ladson, SC

UnscoredInsufficient · 0
$3,900134,816 mi

Ladson, SC

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Ladson, SC

Unscored
$3,999186,995 mi

Comparison: 24 similar vehicles

Ladson, SC

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Ladson, SC

UnscoredInsufficient · 0
$4,200119,754 mi

Ladson, SC

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Ladson, SC

Unscored
$4,250200,258 mi

Comparison: 19 similar vehicles

Ladson, SC

2003 Lexus GS 300

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

2003 Lexus GS 300

Ladson, SC

UnscoredInsufficient · 0
$4,400185,475 mi

Ladson, SC

2006 Audi A3 Base

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

2006 Audi A3 Base

Ladson, SC

UnscoredInsufficient · 0
$4,500165,727 mi

Ladson, SC

2014 Subaru Outback 2.5i Limited

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

2014 Subaru Outback 2.5i Limited

Ladson, SC

Unscored
$4,900172,935 mi

Comparison: 9 similar vehicles

Ladson, SC

2003 Buick LeSabre Limited

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

2003 Buick LeSabre Limited

Ladson, SC

UnscoredInsufficient · 0
$4,90087,305 mi

Ladson, SC

2011 Hyundai Elantra Limited

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

2011 Hyundai Elantra Limited

Ladson, SC

UnscoredInsufficient · 0
$4,995150,039 mi

Ladson, SC

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Ladson, SC

Unscored
$4,999201,462 mi

Comparison: 19 similar vehicles

Ladson, SC

2017 Ford Taurus

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

2017 Ford Taurus

Ladson, SC

UnscoredInsufficient · 0
$5,500168,151 mi

Ladson, SC

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Ladson, SC

Unscored
$5,500165,770 mi

Comparison: 27 similar vehicles

Ladson, SC

2009 Chrysler 300 LX

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

2009 Chrysler 300 LX

Ladson, SC

UnscoredInsufficient · 0
$5,500138,394 mi

Ladson, SC

2008 Lexus ES 350

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

2008 Lexus ES 350

Ladson, SC

Unscored
$5,500176,058 mi

Comparison: 6 similar vehicles

Ladson, SC

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Ladson, SC

UnscoredInsufficient · 0
$5,800110,757 mi

Ladson, SC

2014 Subaru Outback 2.5i Limited

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

2014 Subaru Outback 2.5i Limited

Ladson, SC

Unscored
$5,900191,965 mi

Comparison: 9 similar vehicles

Ladson, SC

2009 Audi A3 Base

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

2009 Audi A3 Base

Ladson, SC

UnscoredInsufficient · 0
$5,900116,937 mi

Ladson, SC

2017 Ford Explorer Utility Police Interceptor

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

2017 Ford Explorer Utility Police Interceptor

Ladson, SC

Unscored
$5,999186,052 mi

Comparison: 8 similar vehicles

Ladson, SC

2011 Cadillac STS Luxury

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

2011 Cadillac STS Luxury

Ladson, SC

UnscoredInsufficient · 0
$5,999138,112 mi

Ladson, SC

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Ladson, SC

UnscoredInsufficient · 3
$6,250173,681 mi

Comparison: 3 similar vehicles

Ladson, SC

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Ladson, SC

UnscoredInsufficient · 4
$6,500145,535 mi

Comparison: 4 similar vehicles

Ladson, SC

2018 Mitsubishi Outlander Sport ES

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

2018 Mitsubishi Outlander Sport ES

Ladson, SC

UnscoredInsufficient · 4
$6,500170,076 mi

Comparison: 4 similar vehicles

Ladson, SC

2015 Cadillac ATS Standard

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

2015 Cadillac ATS Standard

Ladson, SC

UnscoredInsufficient · 0
$6,500137,148 mi

Ladson, SC

2014 Volvo S60 T5

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

2014 Volvo S60 T5

Ladson, SC

Unscored
$6,500154,001 mi

Comparison: 5 similar vehicles

Ladson, SC

2013 Nissan Quest SL

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

2013 Nissan Quest SL

Ladson, SC

UnscoredInsufficient · 0
$6,500130,474 mi

Ladson, SC

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Ladson, SC

Unscored
$6,500165,687 mi

Comparison: 21 similar vehicles

Ladson, SC

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Ladson, SC

Unscored
$6,500225,725 mi

Comparison: 9 similar vehicles

Ladson, SC

2006 Land Rover Range Rover Sport HSE

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

2006 Land Rover Range Rover Sport HSE

Ladson, SC

UnscoredInsufficient · 0
$6,500173,251 mi

Ladson, SC

2013 Dodge Charger Police

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

2013 Dodge Charger Police

Ladson, SC

Unscored
$6,699109,620 mi

Comparison: 5 similar vehicles

Ladson, SC

2007 Honda Accord EX

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

2007 Honda Accord EX

Ladson, SC

Unscored
$6,80099,345 mi

Comparison: 7 similar vehicles

Ladson, SC

2019 Kia RIO S

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

2019 Kia RIO S

Ladson, SC

Unscored
$6,995118,547 mi

Comparison: 9 similar vehicles

Ladson, SC

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Ladson, SC

Unscored
$6,999146,604 mi

Comparison: 10 similar vehicles

Ladson, SC

2013 Chevrolet Tahoe LT

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

2013 Chevrolet Tahoe LT

Ladson, SC

Unscored
$7,300175,895 mi

Comparison: 10 similar vehicles

Ladson, SC

2009 Mercedes-Benz C-Class C300 Luxury

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

2009 Mercedes-Benz C-Class C300 Luxury

Ladson, SC

UnscoredInsufficient · 0
$7,394115,629 mi

Ladson, SC

2017 Nissan Altima SR

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

2017 Nissan Altima SR

Ladson, SC

UnscoredInsufficient · 3
$7,400127,104 mi

Comparison: 3 similar vehicles

Ladson, SC

2018 Mitsubishi Outlander SEL

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

2018 Mitsubishi Outlander SEL

Ladson, SC

UnscoredInsufficient · 0
$7,500172,193 mi

Ladson, SC

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Ladson, SC

Fair PriceModerate · 23
$7,50086,841 mi

Market: $3,995 – $11,495

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Ladson, SC

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Ladson, SC

Unscored
$7,500158,632 mi

Comparison: 21 similar vehicles

Ladson, SC

2013 Chevrolet Tahoe LT

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

2013 Chevrolet Tahoe LT

Ladson, SC

Unscored
$7,500217,166 mi

Comparison: 10 similar vehicles

Ladson, SC

2018 Chevrolet Sonic Premier

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

2018 Chevrolet Sonic Premier

Ladson, SC

UnscoredInsufficient · 3
$7,69980,254 mi

Comparison: 3 similar vehicles

Ladson, SC

2019 Nissan Altima SR

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

2019 Nissan Altima SR

Ladson, SC

Unscored
$7,750171,128 mi

Comparison: 11 similar vehicles

Ladson, SC

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Ladson, SC

Fair PriceLimited · 10
$7,900113,069 mi

Market: $4,995 – $13,253

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Ladson, SC

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Ladson, SC

Unscored
$7,900150,212 mi

Comparison: 9 similar vehicles

Ladson, SC

2017 Kia Soul +

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

2017 Kia Soul +

Ladson, SC

Fair PriceLimited · 17
$7,99999,425 mi

Market: $7,995 – $12,298

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Ladson, SC

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Ladson, SC

OverpricedLimited · 10
$7,999110,405 mi

Market: $3,995 – $6,769

Comparison: 10 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Ladson, SC

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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