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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

1,951 listings found

2007 GMC Envoy Denali

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

2007 GMC Envoy Denali

Delavan, WI

UnscoredInsufficient · 0
$2,332235,375 mi

Delavan, WI

2005 BMW 5 Series 525i

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

2005 BMW 5 Series 525i

Delavan, WI

UnscoredInsufficient · 3
$3,495157,094 mi

Comparison: 3 similar vehicles

Delavan, WI

2006 Chevrolet HHR LT

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

2006 Chevrolet HHR LT

Delavan, WI

Unscored
$3,995137,500 mi

Comparison: 10 similar vehicles

Delavan, WI

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Delavan, WI

Unscored
$4,201194,905 mi

Comparison: 8 similar vehicles

Delavan, WI

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Delavan, WI

Unscored
$4,332176,678 mi

Comparison: 32 similar vehicles

Delavan, WI

2013 Lincoln MKS Base

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

2013 Lincoln MKS Base

Delavan, WI

UnscoredInsufficient · 3
$4,411148,536 mi

Comparison: 3 similar vehicles

Delavan, WI

2008 Hyundai Tucson GLS

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

2008 Hyundai Tucson GLS

Delavan, WI

Unscored
$4,91091,969 mi

Comparison: 6 similar vehicles

Delavan, WI

2010 Nissan Sentra SR

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

2010 Nissan Sentra SR

Delavan, WI

UnscoredInsufficient · 0
$5,232134,072 mi

Delavan, WI

2015 Mazda CX-9 Grand Touring

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

2015 Mazda CX-9 Grand Touring

Delavan, WI

Unscored
$5,260201,065 mi

Comparison: 8 similar vehicles

Delavan, WI

2013 Dodge Journey R/T

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

2013 Dodge Journey R/T

Delavan, WI

UnscoredInsufficient · 0
$5,363155,500 mi

Delavan, WI

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Delavan, WI

UnscoredInsufficient · 3
$5,395195,482 mi

Comparison: 3 similar vehicles

Delavan, WI

2012 Nissan JUKE SL

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

2012 Nissan JUKE SL

Delavan, WI

Salvage title
$5,401165,000 mi

Delavan, WI

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Delavan, WI

Unscored
$5,887172,328 mi

Comparison: 17 similar vehicles

Delavan, WI

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Delavan, WI

OverpricedModerate · 32
$5,901122,880 mi

Market: $3,205 – $5,401

Comparison: 32 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Delavan, WI

2015 Mazda MAZDA3 i Grand Touring

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

2015 Mazda MAZDA3 i Grand Touring

Delavan, WI

UnscoredInsufficient · 3
$6,632209,729 mi

Comparison: 3 similar vehicles

Delavan, WI

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Delavan, WI

Unscored
$6,807120,766 mi

Comparison: 38 similar vehicles

Delavan, WI

2010 GMC Terrain SLT-2

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

2010 GMC Terrain SLT-2

Delavan, WI

Unscored
$6,810158,827 mi

Comparison: 7 similar vehicles

Delavan, WI

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Delavan, WI

Unscored
$6,911164,282 mi

Comparison: 5 similar vehicles

Delavan, WI

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Delavan, WI

UnscoredInsufficient · 3
$6,932161,161 mi

Comparison: 3 similar vehicles

Delavan, WI

2017 Ford Escape SE

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

2017 Ford Escape SE

Delavan, WI

Unscored
$6,995171,047 mi

Comparison: 38 similar vehicles

Delavan, WI

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Delavan, WI

Unscored
$6,995152,292 mi

Comparison: 21 similar vehicles

Delavan, WI

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Delavan, WI

UnscoredInsufficient · 3
$6,995273,825 mi

Comparison: 3 similar vehicles

Delavan, WI

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Delavan, WI

Fair PriceModerate · 22
$6,995103,567 mi

Market: $4,278 – $11,207

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Delavan, WI

2008 Ford Taurus X Limited

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

2008 Ford Taurus X Limited

Delavan, WI

UnscoredInsufficient · 0
$6,995116,285 mi

Delavan, WI

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Delavan, WI

Unscored
$7,095171,211 mi

Comparison: 14 similar vehicles

Delavan, WI

2002 Chevrolet Camaro Base

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

2002 Chevrolet Camaro Base

Delavan, WI

UnscoredInsufficient · 0
$7,402113,947 mi

Delavan, WI

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Delavan, WI

UnscoredInsufficient · 3
$7,495146,090 mi

Comparison: 3 similar vehicles

Delavan, WI

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

Delavan, WI

Unscored
$7,504241,676 mi

Comparison: 6 similar vehicles

Delavan, WI

2013 GMC Terrain Denali

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

2013 GMC Terrain Denali

Delavan, WI

Unscored
$7,532132,140 mi

Comparison: 5 similar vehicles

Delavan, WI

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Delavan, WI

Unscored
$7,632149,834 mi

Comparison: 12 similar vehicles

Delavan, WI

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Delavan, WI

Unscored
$7,635169,166 mi

Comparison: 12 similar vehicles

Delavan, WI

2017 Ford Transit Connect XLT

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

2017 Ford Transit Connect XLT

Delavan, WI

Unscored
$7,995250,500 mi

Comparison: 16 similar vehicles

Delavan, WI

2012 Honda Accord LX

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

2012 Honda Accord LX

Delavan, WI

Unscored
$7,995144,650 mi

Comparison: 19 similar vehicles

Delavan, WI

2012 Nissan JUKE S

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

2012 Nissan JUKE S

Delavan, WI

UnscoredInsufficient · 0
$7,995118,682 mi

Delavan, WI

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Delavan, WI

Fair PriceModerate · 45
$7,99572,102 mi

Market: $1,599 – $8,995

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Delavan, WI

2009 Honda CR-V LX

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

2009 Honda CR-V LX

Delavan, WI

Unscored
$7,995155,024 mi

Comparison: 6 similar vehicles

Delavan, WI

2008 Toyota RAV4 Limited

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

2008 Toyota RAV4 Limited

Delavan, WI

Unscored
$7,995147,212 mi

Comparison: 18 similar vehicles

Delavan, WI

2020 Subaru Forester Premium

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

2020 Subaru Forester Premium

Delavan, WI

Unscored
$8,112200,527 mi

Comparison: 6 similar vehicles

Delavan, WI

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Delavan, WI

Unscored
$8,249168,858 mi

Comparison: 24 similar vehicles

Delavan, WI

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Delavan, WI

Fair PriceLimited · 16
$8,295104,301 mi

Market: $4,994 – $8,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Delavan, WI

2020 Chevrolet Spark LS

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

2020 Chevrolet Spark LS

Delavan, WI

Unscored
$8,327120,351 mi

Comparison: 12 similar vehicles

Delavan, WI

2007 Dodge Magnum Police

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

2007 Dodge Magnum Police

Delavan, WI

UnscoredInsufficient · 0
$8,635102,150 mi

Delavan, WI

2009 Chevrolet Silverado 1500 Work Truck

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

2009 Chevrolet Silverado 1500 Work Truck

Delavan, WI

Unscored
$8,636152,095 mi

Comparison: 5 similar vehicles

Delavan, WI

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Delavan, WI

UnscoredInsufficient · 3
$8,636187,346 mi

Comparison: 3 similar vehicles

Delavan, WI

2014 Chevrolet Captiva Sport LTZ

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

2014 Chevrolet Captiva Sport LTZ

Delavan, WI

Unscored
$8,995128,145 mi

Comparison: 5 similar vehicles

Delavan, WI

2014 MINI Cooper S

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

2014 MINI Cooper S

Delavan, WI

UnscoredInsufficient · 0
$8,99588,386 mi

Delavan, WI

2013 Toyota RAV4 Limited

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

2013 Toyota RAV4 Limited

Delavan, WI

Unscored
$8,995189,198 mi

Comparison: 5 similar vehicles

Delavan, WI

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

Delavan, WI

Unscored
$9,132129,834 mi

Comparison: 7 similar vehicles

Delavan, WI

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Delavan, WI

Unscored
$9,326129,077 mi

Comparison: 16 similar vehicles

Delavan, WI

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Delavan, WI

Unscored
$9,636142,950 mi

Comparison: 14 similar vehicles

Delavan, 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.
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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