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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

4,299 listings found

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Green Bay, WI

UnscoredModerate · 22
$2,595251,878 mi

Comparison: 22 similar vehicles

Green Bay, WI

2013 RAM 1500 Pickup

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

2013 RAM 1500 Pickup

Green Bay, WI

UnscoredInsufficient · 0
$3,490201,805 mi

Green Bay, WI

2009 GMC Sierra 1500 SLT

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

2009 GMC Sierra 1500 SLT

Green Bay, WI

UnscoredInsufficient · 0
$3,550257,706 mi

Green Bay, WI

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Green Bay, WI

UnscoredModerate · 24
$3,959221,464 mi

Comparison: 24 similar vehicles

Green Bay, WI

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Green Bay, WI

UnscoredLimited · 7
$3,990190,007 mi

Comparison: 7 similar vehicles

Green Bay, WI

2007 Pontiac Vibe Base

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

2007 Pontiac Vibe Base

Green Bay, WI

UnscoredLimited · 7
$4,500223,011 mi

Comparison: 7 similar vehicles

Green Bay, WI

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Green Bay, WI

UnscoredInsufficient · 0
$4,950164,985 mi

Green Bay, WI

1986 Cadillac DeVille

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

1986 Cadillac DeVille

Green Bay, WI

UnscoredInsufficient · 0
$4,995162,930 mi

Green Bay, WI

2012 Buick LaCrosse Premium 1

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

2012 Buick LaCrosse Premium 1

Green Bay, WI

UnscoredLimited · 7
$4,999Mileage not verified

Comparison: 7 similar vehicles

Green Bay, WI

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Green Bay, WI

Fair PriceLimited · 16
$4,999Mileage not verified

Market: $3,950 – $11,704

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Green Bay, WI

2009 Honda Civic EX-L

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

2009 Honda Civic EX-L

Green Bay, WI

UnscoredInsufficient · 0
$4,999194,042 mi

Green Bay, WI

2007 Pontiac G6 GT

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

2007 Pontiac G6 GT

Green Bay, WI

UnscoredLimited · 6
$5,495146,729 mi

Comparison: 6 similar vehicles

Green Bay, WI

2015 Chevrolet Spark 1LT

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

2015 Chevrolet Spark 1LT

Green Bay, WI

UnscoredLimited · 6
$5,990109,670 mi

Comparison: 6 similar vehicles

Green Bay, WI

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Green Bay, WI

UnscoredModerate · 41
$5,990198,231 mi

Comparison: 41 similar vehicles

Green Bay, WI

2008 Toyota Camry Hybrid

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

2008 Toyota Camry Hybrid

Green Bay, WI

UnscoredLimited · 19
$5,990184,257 mi

Comparison: 19 similar vehicles

Green Bay, WI

2014 Chevrolet Cruze ECO

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

2014 Chevrolet Cruze ECO

Green Bay, WI

UnscoredInsufficient · 0
$5,995155,520 mi

Green Bay, WI

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Green Bay, WI

UnscoredLimited · 7
$5,995183,394 mi

Comparison: 7 similar vehicles

Green Bay, WI

2009 Nissan cube S

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

2009 Nissan cube S

Green Bay, WI

UnscoredInsufficient · 0
$5,995116,272 mi

Green Bay, WI

2005 Toyota Avalon Limited

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

2005 Toyota Avalon Limited

Green Bay, WI

UnscoredInsufficient · 0
$5,995167,815 mi

Green Bay, WI

2016 Ford Fusion S

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

2016 Ford Fusion S

Green Bay, WI

UnscoredLimited · 11
$5,999221,396 mi

Comparison: 11 similar vehicles

Green Bay, WI

2015 Ford Fiesta S

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

2015 Ford Fiesta S

Green Bay, WI

UnscoredInsufficient · 0
$5,999188,974 mi

Green Bay, WI

2014 Chevrolet Equinox LTZ

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

2014 Chevrolet Equinox LTZ

Green Bay, WI

UnscoredModerate · 34
$5,999137,455 mi

Comparison: 34 similar vehicles

Green Bay, WI

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Green Bay, WI

UnscoredLimited · 6
$5,999187,973 mi

Comparison: 6 similar vehicles

Green Bay, WI

2010 Ford Fusion S

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

2010 Ford Fusion S

Green Bay, WI

UnscoredInsufficient · 0
$6,495125,247 mi

Green Bay, WI

2015 Ford Focus SE

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

2015 Ford Focus SE

Green Bay, WI

UnscoredInsufficient · 3
$6,499112,884 mi

Comparison: 3 similar vehicles

Green Bay, WI

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Green Bay, WI

UnscoredModerate · 41
$6,499161,160 mi

Comparison: 41 similar vehicles

Green Bay, WI

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Green Bay, WI

UnscoredModerate · 28
$6,500152,117 mi

Comparison: 28 similar vehicles

Green Bay, WI

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Green Bay, WI

UnscoredLimited · 11
$6,550179,503 mi

Comparison: 11 similar vehicles

Green Bay, WI

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Green Bay, WI

UnscoredLimited · 6
$6,599134,386 mi

Comparison: 6 similar vehicles

Green Bay, WI

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Green Bay, WI

Fair PriceModerate · 22
$6,695107,183 mi

Market: $3,995 – $11,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Green Bay, WI

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Green Bay, WI

UnscoredLimited · 6
$6,750138,695 mi

Comparison: 6 similar vehicles

Green Bay, WI

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Green Bay, WI

UnscoredInsufficient · 4
$6,899168,740 mi

Comparison: 4 similar vehicles

Green Bay, WI

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Green Bay, WI

UnscoredModerate · 32
$6,950158,693 mi

Comparison: 32 similar vehicles

Green Bay, WI

2011 Honda Insight EX

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

2011 Honda Insight EX

Green Bay, WI

UnscoredLimited · 5
$6,980115,271 mi

Comparison: 5 similar vehicles

Green Bay, WI

2013 Nissan Maxima SV

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

2013 Nissan Maxima SV

Green Bay, WI

UnscoredLimited · 6
$6,990166,512 mi

Comparison: 6 similar vehicles

Green Bay, WI

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Green Bay, WI

UnscoredInsufficient · 3
$6,990135,785 mi

Comparison: 3 similar vehicles

Green Bay, WI

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Green Bay, WI

UnscoredLimited · 11
$6,995125,553 mi

Comparison: 11 similar vehicles

Green Bay, WI

2012 Mitsubishi Lancer SE

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

2012 Mitsubishi Lancer SE

Green Bay, WI

UnscoredInsufficient · 0
$6,995136,662 mi

Green Bay, WI

2012 Volvo C70 T5

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

2012 Volvo C70 T5

Green Bay, WI

UnscoredInsufficient · 0
$6,995152,373 mi

Green Bay, WI

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Green Bay, WI

UnscoredLimited · 6
$6,995107,665 mi

Comparison: 6 similar vehicles

Green Bay, WI

2008 MINI Cooper S

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

2008 MINI Cooper S

Green Bay, WI

UnscoredInsufficient · 0
$6,995102,163 mi

Green Bay, WI

2013 Chevrolet Volt Base

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

2013 Chevrolet Volt Base

Green Bay, WI

OverpricedLimited · 11
$6,999121,776 mi

Market: $3,795 – $6,295

Comparison: 11 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Green Bay, WI

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Green Bay, WI

UnscoredRobust · 53
$7,250123,464 mi

Comparison: 53 similar vehicles

Green Bay, WI

2014 Buick Enclave Convenience

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

2014 Buick Enclave Convenience

Green Bay, WI

UnscoredInsufficient · 0
$7,450155,483 mi

Green Bay, WI

2013 Ford Escape SE

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

2013 Ford Escape SE

Green Bay, WI

Fair PriceRobust · 52
$7,450103,657 mi

Market: $2,700 – $9,995

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Green Bay, WI

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Green Bay, WI

Fair PriceLimited · 13
$7,45094,720 mi

Market: $3,400 – $9,450

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Green Bay, WI

2014 Dodge Dart GT

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

2014 Dodge Dart GT

Green Bay, WI

UnscoredLimited · 5
$7,495158,102 mi

Comparison: 5 similar vehicles

Green Bay, WI

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Green Bay, WI

UnscoredLimited · 9
$7,495112,962 mi

Comparison: 9 similar vehicles

Green Bay, WI

2021 Chevrolet Trax LS

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

2021 Chevrolet Trax LS

Green Bay, WI

UnscoredInsufficient · 3
$7,499141,719 mi

Comparison: 3 similar vehicles

Green Bay, WI

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Green Bay, WI

UnscoredLimited · 18
$7,850166,872 mi

Comparison: 18 similar vehicles

Green Bay, 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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