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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 8, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

55 listings found

2004 Lexus RX 330

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

2004 Lexus RX 330

Brandon, SD

Unscored
$2,999299,240 mi

Comparison: 6 similar vehicles

Brandon, SD

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

Brandon, SD

UnscoredInsufficient · 0
$3,500118,488 mi

Brandon, SD

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Brandon, SD

UnscoredInsufficient · 0
$3,500247,938 mi

Brandon, SD

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Brandon, SD

UnscoredInsufficient · 3
$3,550171,531 mi

Comparison: 3 similar vehicles

Brandon, SD

2004 Buick Rendezvous CX AWD

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

2004 Buick Rendezvous CX AWD

Brandon, SD

UnscoredInsufficient · 0
$3,999217,872 mi

Brandon, SD

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Brandon, SD

UnscoredInsufficient · 3
$4,999182,028 mi

Comparison: 3 similar vehicles

Brandon, SD

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Brandon, SD

UnscoredInsufficient · 3
$4,999287,434 mi

Comparison: 3 similar vehicles

Brandon, SD

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Brandon, SD

Unscored
$4,999212,113 mi

Comparison: 6 similar vehicles

Brandon, SD

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Brandon, SD

UnscoredInsufficient · 4
$4,999195,500 mi

Comparison: 4 similar vehicles

Brandon, SD

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Brandon, SD

UnscoredInsufficient · 4
$5,499232,732 mi

Comparison: 4 similar vehicles

Brandon, SD

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Brandon, SD

UnscoredInsufficient · 0
$5,499195,314 mi

Brandon, SD

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Brandon, SD

Unscored
$5,500140,087 mi

Comparison: 6 similar vehicles

Brandon, SD

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Brandon, SD

UnscoredInsufficient · 3
$5,999160,025 mi

Comparison: 3 similar vehicles

Brandon, SD

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Brandon, SD

Unscored
$5,999143,400 mi

Comparison: 8 similar vehicles

Brandon, SD

2010 Chevrolet Tahoe LT

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

2010 Chevrolet Tahoe LT

Brandon, SD

UnscoredInsufficient · 3
$5,999252,781 mi

Comparison: 3 similar vehicles

Brandon, SD

2010 Buick Enclave CXL-2

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

2010 Buick Enclave CXL-2

Brandon, SD

UnscoredInsufficient · 0
$5,999199,209 mi

Brandon, SD

2009 Ford Flex LIMITED

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

2009 Ford Flex LIMITED

Brandon, SD

UnscoredInsufficient · 3
$5,999215,153 mi

Comparison: 3 similar vehicles

Brandon, SD

2005 Dodge Ram 1500 Pickup SLT

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

2005 Dodge Ram 1500 Pickup SLT

Brandon, SD

Unscored
$5,999184,421 mi

Comparison: 24 similar vehicles

Brandon, SD

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Brandon, SD

UnscoredInsufficient · 0
$6,500158,505 mi

Brandon, SD

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Brandon, SD

UnscoredInsufficient · 4
$6,999130,290 mi

Comparison: 4 similar vehicles

Brandon, SD

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Brandon, SD

Unscored
$6,999206,062 mi

Comparison: 11 similar vehicles

Brandon, SD

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Brandon, SD

Unscored
$7,250180,065 mi

Comparison: 12 similar vehicles

Brandon, SD

2005 Chevrolet Silverado 1500 Work Truck

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

2005 Chevrolet Silverado 1500 Work Truck

Brandon, SD

UnscoredInsufficient · 0
$7,500Mileage not verified

Brandon, SD

2015 Chrysler Town & Country Touring-L

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

2015 Chrysler Town & Country Touring-L

Brandon, SD

Unscored
$7,999159,237 mi

Comparison: 10 similar vehicles

Brandon, SD

2013 Jeep Grand Cherokee Laredo X

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

2013 Jeep Grand Cherokee Laredo X

Brandon, SD

Unscored
$7,999156,199 mi

Comparison: 7 similar vehicles

Brandon, SD

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Brandon, SD

UnscoredInsufficient · 0
$7,999156,329 mi

Brandon, SD

2012 Chevrolet Cruze LTZ

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

2012 Chevrolet Cruze LTZ

Brandon, SD

Unscored
$7,99970,672 mi

Comparison: 8 similar vehicles

Brandon, SD

2011 Chevrolet Tahoe LS

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

2011 Chevrolet Tahoe LS

Brandon, SD

UnscoredInsufficient · 0
$7,999190,300 mi

Brandon, SD

2010 Chevrolet Suburban LT

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

2010 Chevrolet Suburban LT

Brandon, SD

UnscoredInsufficient · 0
$7,999181,505 mi

Brandon, SD

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Brandon, SD

UnscoredInsufficient · 4
$7,999124,885 mi

Comparison: 4 similar vehicles

Brandon, SD

2008 Lexus RX 350

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

2008 Lexus RX 350

Brandon, SD

Unscored
$7,999143,816 mi

Comparison: 7 similar vehicles

Brandon, SD

2004 Ford Excursion XLT

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

2004 Ford Excursion XLT

Brandon, SD

UnscoredInsufficient · 0
$7,999185,534 mi

Brandon, SD

2016 Chevrolet Cruze LS

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

2016 Chevrolet Cruze LS

Brandon, SD

UnscoredInsufficient · 3
$8,499104,300 mi

Comparison: 3 similar vehicles

Brandon, SD

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Brandon, SD

Fair PriceLimited · 12
$8,999Mileage not verified

Market: $6,500 – $15,349

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 483 days listed (based on current market benchmarks)

Brandon, SD

2016 Chevrolet Malibu 1FL

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

2016 Chevrolet Malibu 1FL

Brandon, SD

UnscoredInsufficient · 0
$8,999204,250 mi

Brandon, SD

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Brandon, SD

Unscored
$8,999132,854 mi

Comparison: 25 similar vehicles

Brandon, SD

2002 Ford F-350 Super Duty Lariat

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

2002 Ford F-350 Super Duty Lariat

Brandon, SD

UnscoredInsufficient · 0
$9,999Mileage not verified

Brandon, SD

2014 Ford F-150 Lariat

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

2014 Ford F-150 Lariat

Brandon, SD

Unscored
$10,999210,057 mi

Comparison: 21 similar vehicles

Brandon, SD

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Brandon, SD

Unscored
$10,999153,209 mi

Comparison: 12 similar vehicles

Brandon, SD

2020 Chevrolet Traverse 2FL

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

2020 Chevrolet Traverse 2FL

Brandon, SD

Unscored
$11,950121,628 mi

Comparison: 5 similar vehicles

Brandon, SD

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Brandon, SD

UnscoredInsufficient · 4
$11,999119,500 mi

Comparison: 4 similar vehicles

Brandon, SD

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Brandon, SD

Unscored
$11,999168,620 mi

Comparison: 31 similar vehicles

Brandon, SD

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Brandon, SD

Unscored
$11,999140,383 mi

Comparison: 5 similar vehicles

Brandon, SD

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Brandon, SD

UnscoredInsufficient · 3
$12,299112,225 mi

Comparison: 3 similar vehicles

Brandon, SD

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Brandon, SD

Unscored
$12,999207,440 mi

Comparison: 67 similar vehicles

Brandon, SD

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Brandon, SD

UnscoredInsufficient · 3
$12,999144,699 mi

Comparison: 3 similar vehicles

Brandon, SD

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

Brandon, SD

UnscoredInsufficient · 3
$13,500105,200 mi

Comparison: 3 similar vehicles

Brandon, SD

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Brandon, SD

Unscored
$13,999157,425 mi

Comparison: 9 similar vehicles

Brandon, SD

2014 Ford F-150 Lariat

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

2014 Ford F-150 Lariat

Brandon, SD

Unscored
$14,500130,076 mi

Comparison: 22 similar vehicles

Brandon, SD

2017 Chevrolet Silverado 1500 LT Z71

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

2017 Chevrolet Silverado 1500 LT Z71

Brandon, SD

Unscored
$18,999148,177 mi

Comparison: 52 similar vehicles

Brandon, SD

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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