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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

5,909 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

UnscoredLimited · 6
$2,999299,240 mi

Comparison: 6 similar vehicles

Brandon, SD

2010 Dodge Journey R/T

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

2010 Dodge Journey R/T

Sioux Falls, SD

UnscoredInsufficient · 0
$3,045179,401 mi

Sioux Falls, SD

2002 GMC Yukon SLE

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

2002 GMC Yukon SLE

Sioux Falls, SD

UnscoredInsufficient · 0
$3,500180,321 mi

Sioux Falls, SD

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Sioux Falls, SD

UnscoredLimited · 6
$3,650161,428 mi

Comparison: 6 similar vehicles

Sioux Falls, SD

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Sioux Falls, SD

UnscoredLimited · 10
$3,900167,247 mi

Comparison: 10 similar vehicles

Sioux Falls, SD

2008 Lincoln Navigator Base

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

2008 Lincoln Navigator Base

Sioux Falls, SD

UnscoredInsufficient · 0
$3,900183,535 mi

Sioux Falls, SD

2014 Buick Encore Premium

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

2014 Buick Encore Premium

Sioux Falls, SD

UnscoredLimited · 9
$3,950130,000 mi

Comparison: 9 similar vehicles

Sioux Falls, SD

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Harrisburg, SD

UnscoredLimited · 5
$3,975119,949 mi

Comparison: 5 similar vehicles

Harrisburg, SD

2003 Jeep Grand Cherokee LIMITED

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

2003 Jeep Grand Cherokee LIMITED

Madison, SD

UnscoredInsufficient · 0
$3,988197,357 mi

Madison, SD

2004 GMC Envoy SLE

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

2004 GMC Envoy SLE

Sioux Falls, SD

Salvage title
$3,99065,679 mi

Sioux Falls, SD

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Sioux Falls, SD

UnscoredLimited · 19
$3,995182,844 mi

Comparison: 19 similar vehicles

Sioux Falls, SD

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Sioux Falls, SD

UnscoredLimited · 5
$3,995219,500 mi

Comparison: 5 similar vehicles

Sioux Falls, SD

2006 Chevrolet Suburban LS

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

2006 Chevrolet Suburban LS

Sioux Falls, SD

UnscoredInsufficient · 0
$3,995306,497 mi

Sioux Falls, SD

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Beresford, SD

UnscoredInsufficient · 0
$3,998198,452 mi

Beresford, SD

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Sioux Falls, SD

UnscoredInsufficient · 3
$3,999179,279 mi

Comparison: 3 similar vehicles

Sioux Falls, SD

2011 Ford Escape Hybrid

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

2011 Ford Escape Hybrid

Sioux Falls, SD

UnscoredInsufficient · 0
$3,999219,900 mi

Sioux Falls, 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

Sioux Falls, SD

UnscoredLimited · 7
$3,999199,482 mi

Comparison: 7 similar vehicles

Sioux Falls, SD

2009 Audi Q7 Premium

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

2009 Audi Q7 Premium

Sioux Falls, SD

UnscoredInsufficient · 0
$3,999124,588 mi

Sioux Falls, 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

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Garretson, SD

UnscoredLimited · 14
$4,250241,925 mi

Comparison: 14 similar vehicles

Garretson, SD

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Harrisburg, SD

UnscoredModerate · 21
$4,250119,691 mi

Comparison: 21 similar vehicles

Harrisburg, SD

2003 BMW X5 Base

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

2003 BMW X5 Base

Sioux Falls, SD

UnscoredInsufficient · 0
$4,302221,443 mi

Sioux Falls, SD

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Harrisburg, SD

UnscoredInsufficient · 4
$4,450107,988 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2007 Lincoln Navigator Luxury

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

2007 Lincoln Navigator Luxury

Sioux Falls, SD

UnscoredInsufficient · 0
$4,499180,000 mi

Sioux Falls, SD

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Harrisburg, SD

UnscoredLimited · 5
$4,50089,165 mi

Comparison: 5 similar vehicles

Harrisburg, SD

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Tea, SD

UnscoredInsufficient · 0
$4,669162,985 mi

Tea, SD

2018 Ford Escape SE

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

2018 Ford Escape SE

Harrisburg, SD

UnscoredModerate · 34
$4,75098,635 mi

Comparison: 34 similar vehicles

Harrisburg, SD

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Parker, SD

UnscoredInsufficient · 0
$4,790165,614 mi

Parker, SD

2006 Ford Explorer Eddie Bauer

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

2006 Ford Explorer Eddie Bauer

Sioux Falls, SD

UnscoredInsufficient · 0
$4,800146,310 mi

Sioux Falls, SD

2006 Mercedes-Benz M-Class ML500

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

2006 Mercedes-Benz M-Class ML500

Sioux Falls, SD

UnscoredInsufficient · 0
$4,899185,200 mi

Sioux Falls, SD

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Canton, SD

UnscoredInsufficient · 3
$4,900190,584 mi

Comparison: 3 similar vehicles

Canton, SD

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Sioux Falls, SD

UnscoredLimited · 10
$4,900174,565 mi

Comparison: 10 similar vehicles

Sioux Falls, SD

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Luverne, MN

UnscoredLimited · 8
$4,900242,592 mi

Comparison: 8 similar vehicles

Luverne, MN

2003 Ford Excursion XLT

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

2003 Ford Excursion XLT

Sioux Falls, SD

UnscoredInsufficient · 0
$4,900147,440 mi

Sioux Falls, SD

2017 Ford Escape SE

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

2017 Ford Escape SE

Garretson, SD

UnscoredLimited · 10
$4,950104,061 mi

Comparison: 10 similar vehicles

Garretson, SD

2018 Hyundai Tucson SE

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

2018 Hyundai Tucson SE

Harrisburg, SD

UnscoredInsufficient · 0
$4,97586,002 mi

Harrisburg, SD

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Harrisburg, SD

UnscoredLimited · 11
$4,975110,874 mi

Comparison: 11 similar vehicles

Harrisburg, SD

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Harrisburg, SD

UnscoredInsufficient · 3
$4,97596,341 mi

Comparison: 3 similar vehicles

Harrisburg, SD

2016 GMC Terrain SLE-2

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

2016 GMC Terrain SLE-2

Harrisburg, SD

UnscoredInsufficient · 0
$4,97559,569 mi

Harrisburg, SD

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Harrisburg, SD

UnscoredInsufficient · 4
$4,975108,878 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Harrisburg, SD

UnscoredLimited · 7
$4,97596,539 mi

Comparison: 7 similar vehicles

Harrisburg, SD

2014 Cadillac SRX Performance Collection

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

2014 Cadillac SRX Performance Collection

Harrisburg, SD

UnscoredInsufficient · 4
$4,975104,677 mi

Comparison: 4 similar vehicles

Harrisburg, SD

2004 Cadillac SRX Base

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

2004 Cadillac SRX Base

Sioux Falls, SD

UnscoredInsufficient · 0
$4,975171,094 mi

Sioux Falls, SD

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Sioux Falls, SD

UnscoredLimited · 7
$4,990185,558 mi

Comparison: 7 similar vehicles

Sioux Falls, SD

2012 Audi Q5 Premium

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

2012 Audi Q5 Premium

Sioux Falls, SD

UnscoredInsufficient · 0
$4,995183,722 mi

Sioux Falls, 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

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Sioux Falls, SD

UnscoredInsufficient · 0
$4,999158,505 mi

Sioux Falls, SD

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Sioux Falls, SD

UnscoredLimited · 9
$4,999117,785 mi

Comparison: 9 similar vehicles

Sioux Falls, 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

UnscoredLimited · 7
$4,999212,113 mi

Comparison: 7 similar vehicles

Brandon, SD

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Beresford, SD

UnscoredLimited · 17
$4,999146,094 mi

Comparison: 17 similar vehicles

Beresford, SD

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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