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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

6,542 listings found

2005 Honda Civic Hybrid CVT

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

2005 Honda Civic Hybrid CVT

Milwaukee, WI

UnscoredInsufficient · 0
$2,100177,120 mi

Milwaukee, WI

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Milwaukee, WI

Unscored
$2,115Mileage not verified

Comparison: 7 similar vehicles

Milwaukee, WI

2007 GMC Envoy Denali

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

2007 GMC Envoy Denali

Milwaukee, WI

UnscoredInsufficient · 0
$2,232235,375 mi

Milwaukee, WI

2009 Chevrolet Impala Police Sedan

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

2009 Chevrolet Impala Police Sedan

Milwaukee, WI

UnscoredInsufficient · 0
$2,398160,873 mi

Milwaukee, WI

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Milwaukee, WI

Unscored
$2,548197,043 mi

Comparison: 6 similar vehicles

Milwaukee, WI

2015 Volkswagen Passat S

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

2015 Volkswagen Passat S

Milwaukee, WI

Unscored
$2,632165,575 mi

Comparison: 8 similar vehicles

Milwaukee, WI

2001 Dodge Dakota Base

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

2001 Dodge Dakota Base

Milwaukee, WI

UnscoredInsufficient · 0
$2,850152,129 mi

Milwaukee, WI

2013 Kia Soul Base

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

2013 Kia Soul Base

Milwaukee, WI

Unscored
$2,995166,638 mi

Comparison: 39 similar vehicles

Milwaukee, WI

2009 Chevrolet Cobalt LS

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

2009 Chevrolet Cobalt LS

Milwaukee, WI

Unscored
$2,995136,619 mi

Comparison: 5 similar vehicles

Milwaukee, WI

2008 Pontiac G6

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

2008 Pontiac G6

Milwaukee, WI

Unscored
$2,995166,503 mi

Comparison: 8 similar vehicles

Milwaukee, WI

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Milwaukee, WI

UnscoredInsufficient · 0
$2,99597,577 mi

Milwaukee, WI

2006 Toyota Camry Solara SLE

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

2006 Toyota Camry Solara SLE

Milwaukee, WI

Unscored
$2,995180,000 mi

Comparison: 8 similar vehicles

Milwaukee, WI

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Milwaukee, WI

UnscoredInsufficient · 0
$2,995201,201 mi

Milwaukee, WI

2004 Toyota Matrix XR

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

2004 Toyota Matrix XR

Milwaukee, WI

UnscoredInsufficient · 0
$2,995299,999 mi

Milwaukee, WI

2002 Oldsmobile Bravada Base

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

2002 Oldsmobile Bravada Base

Milwaukee, WI

UnscoredInsufficient · 0
$2,995134,829 mi

Milwaukee, WI

2001 Chrysler Town & Country LX

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

2001 Chrysler Town & Country LX

Milwaukee, WI

UnscoredInsufficient · 0
$2,995113,412 mi

Milwaukee, WI

2012 Nissan Versa S

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

2012 Nissan Versa S

Milwaukee, WI

Unscored
$3,048205,591 mi

Comparison: 13 similar vehicles

Milwaukee, WI

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Milwaukee, WI

UnscoredInsufficient · 4
$3,048149,026 mi

Comparison: 4 similar vehicles

Milwaukee, WI

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Milwaukee, WI

Unscored
$3,390225,576 mi

Comparison: 9 similar vehicles

Milwaukee, WI

2009 Pontiac G6

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

2009 Pontiac G6

Milwaukee, WI

Unscored
$3,475169,672 mi

Comparison: 13 similar vehicles

Milwaukee, WI

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Milwaukee, WI

Unscored
$3,495134,670 mi

Comparison: 31 similar vehicles

Milwaukee, WI

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Milwaukee, WI

Unscored
$3,495200,164 mi

Comparison: 9 similar vehicles

Milwaukee, WI

2005 Honda Civic LX

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

2005 Honda Civic LX

Milwaukee, WI

UnscoredInsufficient · 3
$3,498226,935 mi

Comparison: 3 similar vehicles

Milwaukee, WI

2008 Dodge Caliber SXT

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

2008 Dodge Caliber SXT

Milwaukee, WI

UnscoredInsufficient · 0
$3,499187,847 mi

Milwaukee, WI

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Milwaukee, WI

Unscored
$3,500178,175 mi

Comparison: 48 similar vehicles

Milwaukee, WI

2007 Saturn ION 3

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

2007 Saturn ION 3

Milwaukee, WI

UnscoredInsufficient · 0
$3,500190,598 mi

Milwaukee, WI

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Milwaukee, WI

Unscored
$3,595187,771 mi

Comparison: 10 similar vehicles

Milwaukee, WI

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Milwaukee, WI

Unscored
$3,630112,240 mi

Comparison: 13 similar vehicles

Milwaukee, WI

2011 Ford Fusion Sport

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

2011 Ford Fusion Sport

Milwaukee, WI

UnscoredInsufficient · 3
$3,632114,585 mi

Comparison: 3 similar vehicles

Milwaukee, WI

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Milwaukee, WI

Unscored
$3,650145,693 mi

Comparison: 34 similar vehicles

Milwaukee, WI

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Milwaukee, WI

Unscored
$3,695171,500 mi

Comparison: 16 similar vehicles

Milwaukee, WI

2008 Mazda MAZDA5 Sport

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

2008 Mazda MAZDA5 Sport

Milwaukee, WI

UnscoredInsufficient · 0
$3,695157,382 mi

Milwaukee, WI

2008 Pontiac G6 GT

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

2008 Pontiac G6 GT

Milwaukee, WI

Unscored
$3,700155,818 mi

Comparison: 10 similar vehicles

Milwaukee, WI

2005 Hyundai Elantra GLS

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

2005 Hyundai Elantra GLS

Milwaukee, WI

UnscoredInsufficient · 0
$3,790133,415 mi

Milwaukee, WI

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

Milwaukee, WI

UnscoredInsufficient · 0
$3,795Mileage not verified

Milwaukee, WI

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Milwaukee, WI

Unscored
$3,800121,099 mi

Comparison: 28 similar vehicles

Milwaukee, WI

2015 Chevrolet Sonic LS

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

2015 Chevrolet Sonic LS

Milwaukee, WI

UnscoredInsufficient · 3
$3,850148,139 mi

Comparison: 3 similar vehicles

Milwaukee, WI

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Milwaukee, WI

Unscored
$3,850201,000 mi

Comparison: 25 similar vehicles

Milwaukee, WI

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Milwaukee, WI

Unscored
$3,995185,860 mi

Comparison: 21 similar vehicles

Milwaukee, WI

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Milwaukee, WI

Unscored
$3,995181,222 mi

Comparison: 10 similar vehicles

Milwaukee, WI

2008 Chevrolet Express G3500

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

2008 Chevrolet Express G3500

Milwaukee, WI

UnscoredInsufficient · 0
$3,995305,000 mi

Milwaukee, WI

2008 Chevrolet Colorado LT

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

2008 Chevrolet Colorado LT

Milwaukee, WI

Unscored
$3,995174,839 mi

Comparison: 14 similar vehicles

Milwaukee, WI

2008 Hyundai Santa Fe SE

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

2008 Hyundai Santa Fe SE

Milwaukee, WI

UnscoredInsufficient · 0
$3,995190,320 mi

Milwaukee, WI

2007 Nissan Titan XE

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

2007 Nissan Titan XE

Milwaukee, WI

UnscoredInsufficient · 0
$3,995168,558 mi

Milwaukee, WI

2005 Chevrolet Equinox LT

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

2005 Chevrolet Equinox LT

Milwaukee, WI

UnscoredInsufficient · 0
$3,995143,394 mi

Milwaukee, WI

2005 Volvo S80 2.5T A

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

2005 Volvo S80 2.5T A

Milwaukee, WI

UnscoredInsufficient · 0
$3,995183,984 mi

Milwaukee, WI

2004 Nissan Xterra XE

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

2004 Nissan Xterra XE

Milwaukee, WI

UnscoredInsufficient · 0
$3,99584,057 mi

Milwaukee, WI

2002 Buick LeSabre Limited

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

2002 Buick LeSabre Limited

Milwaukee, WI

UnscoredInsufficient · 0
$3,995167,742 mi

Milwaukee, WI

1996 Pontiac Firebird

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

1996 Pontiac Firebird

Milwaukee, WI

UnscoredInsufficient · 0
$3,995177,081 mi

Milwaukee, WI

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Milwaukee, WI

Salvage title
$3,999255,510 mi

Milwaukee, 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 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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