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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

1,779 listings found

2010 Subaru Outback I Limited

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

2010 Subaru Outback I Limited

Eau Claire, WI

UnscoredInsufficient · 4
$2,999270,818 mi

Comparison: 4 similar vehicles

Eau Claire, WI

2004 Acura MDX Touring Package

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

2004 Acura MDX Touring Package

Eau Claire, WI

UnscoredInsufficient · 0
$2,999238,555 mi

Eau Claire, WI

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Eau Claire, WI

UnscoredInsufficient · 0
$3,000187,815 mi

Eau Claire, WI

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Eau Claire, WI

UnscoredLimited · 6
$3,150257,415 mi

Comparison: 6 similar vehicles

Eau Claire, WI

2008 GMC Envoy SLE

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

2008 GMC Envoy SLE

Eau Claire, WI

UnscoredInsufficient · 0
$3,399211,895 mi

Eau Claire, WI

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Eau Claire, WI

UnscoredInsufficient · 4
$3,750188,782 mi

Comparison: 4 similar vehicles

Eau Claire, WI

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Eau Claire, WI

UnscoredModerate · 36
$3,950188,690 mi

Comparison: 36 similar vehicles

Eau Claire, WI

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Eau Claire, WI

UnscoredLimited · 15
$3,999172,786 mi

Comparison: 15 similar vehicles

Eau Claire, WI

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Eau Claire, WI

UnscoredModerate · 27
$3,999208,887 mi

Comparison: 27 similar vehicles

Eau Claire, WI

2007 INFINITI QX 56

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

2007 INFINITI QX 56

Eau Claire, WI

UnscoredInsufficient · 0
$4,222202,127 mi

Eau Claire, WI

2013 Jeep Compass Latitude

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

2013 Jeep Compass Latitude

Eau Claire, WI

UnscoredInsufficient · 0
$4,450163,768 mi

Eau Claire, WI

2014 Buick Enclave Premium

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

2014 Buick Enclave Premium

Eau Claire, WI

UnscoredLimited · 11
$4,500207,485 mi

Comparison: 11 similar vehicles

Eau Claire, WI

2014 Kia Soul Base

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

2014 Kia Soul Base

Eau Claire, WI

UnscoredLimited · 10
$4,500145,335 mi

Comparison: 10 similar vehicles

Eau Claire, WI

2013 Honda Ridgeline Sport

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

2013 Honda Ridgeline Sport

Eau Claire, WI

UnscoredLimited · 8
$4,500245,667 mi

Comparison: 8 similar vehicles

Eau Claire, WI

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Eau Claire, WI

UnscoredLimited · 6
$4,500198,461 mi

Comparison: 6 similar vehicles

Eau Claire, WI

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Eau Claire, WI

UnscoredInsufficient · 4
$4,750169,044 mi

Comparison: 4 similar vehicles

Eau Claire, WI

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Eau Claire, WI

UnscoredModerate · 28
$4,750216,650 mi

Comparison: 28 similar vehicles

Eau Claire, WI

2013 Ford Escape SE

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

2013 Ford Escape SE

Eau Claire, WI

UnscoredModerate · 25
$4,750173,000 mi

Comparison: 25 similar vehicles

Eau Claire, WI

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Eau Claire, WI

UnscoredInsufficient · 0
$4,750228,600 mi

Eau Claire, WI

2015 Mazda CX-5 Sport

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

2015 Mazda CX-5 Sport

Eau Claire, WI

UnscoredInsufficient · 0
$4,999202,144 mi

Eau Claire, WI

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Eau Claire, WI

UnscoredLimited · 14
$4,999151,546 mi

Comparison: 14 similar vehicles

Eau Claire, WI

2009 Nissan Xterra S

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

2009 Nissan Xterra S

Eau Claire, WI

UnscoredInsufficient · 0
$4,999203,862 mi

Eau Claire, WI

2013 GMC Yukon XL SLT

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

2013 GMC Yukon XL SLT

Eau Claire, WI

UnscoredLimited · 9
$5,146201,539 mi

Comparison: 9 similar vehicles

Eau Claire, WI

2015 Ford Escape SE

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

2015 Ford Escape SE

Eau Claire, WI

UnscoredModerate · 44
$5,250212,500 mi

Comparison: 44 similar vehicles

Eau Claire, WI

2017 Nissan Altima SL

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

2017 Nissan Altima SL

Eau Claire, WI

UnscoredInsufficient · 4
$5,350236,220 mi

Comparison: 4 similar vehicles

Eau Claire, WI

2014 Dodge Dart SE

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

2014 Dodge Dart SE

Eau Claire, WI

UnscoredInsufficient · 0
$5,396185,152 mi

Eau Claire, WI

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Eau Claire, WI

UnscoredLimited · 5
$5,398215,719 mi

Comparison: 5 similar vehicles

Eau Claire, WI

2006 GMC Envoy SLE

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

2006 GMC Envoy SLE

Eau Claire, WI

UnscoredInsufficient · 0
$5,398152,152 mi

Eau Claire, WI

2005 Pontiac G6 GT

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

2005 Pontiac G6 GT

Eau Claire, WI

UnscoredInsufficient · 0
$5,398212,341 mi

Eau Claire, WI

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Eau Claire, WI

UnscoredInsufficient · 4
$5,650185,423 mi

Comparison: 4 similar vehicles

Eau Claire, WI

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Eau Claire, WI

UnscoredLimited · 5
$5,750172,198 mi

Comparison: 5 similar vehicles

Eau Claire, WI

2011 Chevrolet Cruze LTZ

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

2011 Chevrolet Cruze LTZ

Eau Claire, WI

UnscoredLimited · 8
$5,891168,758 mi

Comparison: 8 similar vehicles

Eau Claire, WI

2014 Hyundai Sonata Limited

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

2014 Hyundai Sonata Limited

Eau Claire, WI

UnscoredInsufficient · 0
$6,199185,489 mi

Eau Claire, WI

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Eau Claire, WI

UnscoredLimited · 17
$6,200187,522 mi

Comparison: 17 similar vehicles

Eau Claire, WI

2016 Chevrolet Spark LS

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

2016 Chevrolet Spark LS

Eau Claire, WI

UnscoredInsufficient · 0
$6,396142,145 mi

Eau Claire, WI

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Eau Claire, WI

UnscoredLimited · 7
$6,398150,971 mi

Comparison: 7 similar vehicles

Eau Claire, WI

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Eau Claire, WI

UnscoredLimited · 15
$6,398186,015 mi

Comparison: 15 similar vehicles

Eau Claire, WI

2009 Saturn VUE XR

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

2009 Saturn VUE XR

Eau Claire, WI

UnscoredInsufficient · 0
$6,398179,794 mi

Eau Claire, WI

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Eau Claire, WI

UnscoredLimited · 10
$6,499151,790 mi

Comparison: 10 similar vehicles

Eau Claire, WI

2015 Kia Sedona LX

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

2015 Kia Sedona LX

Eau Claire, WI

UnscoredInsufficient · 0
$6,600189,314 mi

Eau Claire, WI

2013 Nissan Murano S

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

2013 Nissan Murano S

Eau Claire, WI

UnscoredLimited · 7
$6,621150,449 mi

Comparison: 7 similar vehicles

Eau Claire, WI

2009 Ford Edge SEL

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

2009 Ford Edge SEL

Eau Claire, WI

UnscoredInsufficient · 0
$6,621126,669 mi

Eau Claire, WI

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Eau Claire, WI

UnscoredInsufficient · 4
$6,732190,389 mi

Comparison: 4 similar vehicles

Eau Claire, WI

2010 Honda Civic LX

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

2010 Honda Civic LX

Eau Claire, WI

UnscoredLimited · 7
$6,821142,818 mi

Comparison: 7 similar vehicles

Eau Claire, WI

2019 Jeep Cherokee Altitude

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

2019 Jeep Cherokee Altitude

Eau Claire, WI

UnscoredLimited · 11
$7,000142,925 mi

Comparison: 11 similar vehicles

Eau Claire, WI

2011 GMC Sierra 1500 SLT

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

2011 GMC Sierra 1500 SLT

Eau Claire, WI

UnscoredInsufficient · 0
$7,222198,224 mi

Eau Claire, WI

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Eau Claire, WI

UnscoredModerate · 22
$7,250205,718 mi

Comparison: 22 similar vehicles

Eau Claire, WI

2003 Mitsubishi Eclipse GTS

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

2003 Mitsubishi Eclipse GTS

Eau Claire, WI

UnscoredInsufficient · 0
$7,287131,452 mi

Eau Claire, WI

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Eau Claire, WI

UnscoredModerate · 27
$7,299207,242 mi

Comparison: 27 similar vehicles

Eau Claire, WI

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Eau Claire, WI

UnscoredInsufficient · 3
$7,396145,113 mi

Comparison: 3 similar vehicles

Eau Claire, WI

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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