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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

3,588 listings found

2010 Kia Forte EX

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

2010 Kia Forte EX

Clinton Township, MI

Unscored
$2,295282,133 mi

Comparison: 12 similar vehicles

Clinton Township, MI

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Clinton Township, MI

Unscored
$2,314198,086 mi

Comparison: 11 similar vehicles

Clinton Township, MI

2009 Dodge Nitro SE

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

2009 Dodge Nitro SE

Clinton Township, MI

UnscoredInsufficient · 0
$2,495189,122 mi

Clinton Township, MI

2003 Ford Explorer Sport Trac XLT

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

2003 Ford Explorer Sport Trac XLT

Clinton Township, MI

UnscoredInsufficient · 0
$2,695205,000 mi

Clinton Township, MI

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Clinton Township, MI

Unscored
$2,950216,315 mi

Comparison: 8 similar vehicles

Clinton Township, MI

2009 Saturn Outlook XE

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

2009 Saturn Outlook XE

Clinton Township, MI

UnscoredInsufficient · 0
$2,995185,239 mi

Clinton Township, MI

2008 Hyundai Tucson SE

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

2008 Hyundai Tucson SE

Clinton Township, MI

UnscoredInsufficient · 0
$2,999153,012 mi

Clinton Township, MI

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Clinton Township, MI

Unscored
$3,000300,000 mi

Comparison: 5 similar vehicles

Clinton Township, MI

2015 Kia Soul Base

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

2015 Kia Soul Base

Clinton Township, MI

Unscored
$3,314176,718 mi

Comparison: 35 similar vehicles

Clinton Township, MI

2013 Ford Edge SE

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

2013 Ford Edge SE

Clinton Township, MI

Unscored
$3,495189,122 mi

Comparison: 6 similar vehicles

Clinton Township, MI

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Clinton Township, MI

Unscored
$3,495190,026 mi

Comparison: 19 similar vehicles

Clinton Township, MI

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Clinton Township, MI

Unscored
$3,495201,023 mi

Comparison: 23 similar vehicles

Clinton Township, MI

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Clinton Township, MI

Unscored
$3,495160,089 mi

Comparison: 15 similar vehicles

Clinton Township, MI

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Clinton Township, MI

Unscored
$3,495214,206 mi

Comparison: 7 similar vehicles

Clinton Township, MI

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Clinton Township, MI

UnscoredInsufficient · 4
$3,495144,110 mi

Comparison: 4 similar vehicles

Clinton Township, MI

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Clinton Township, MI

Unscored
$3,495161,085 mi

Comparison: 26 similar vehicles

Clinton Township, MI

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Clinton Township, MI

Unscored
$3,495199,985 mi

Comparison: 11 similar vehicles

Clinton Township, MI

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Clinton Township, MI

UnscoredInsufficient · 4
$3,495173,267 mi

Comparison: 4 similar vehicles

Clinton Township, MI

2008 Chevrolet Impala LTZ

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

2008 Chevrolet Impala LTZ

Clinton Township, MI

UnscoredInsufficient · 4
$3,495190,085 mi

Comparison: 4 similar vehicles

Clinton Township, MI

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

Clinton Township, MI

Unscored
$3,495177,122 mi

Comparison: 5 similar vehicles

Clinton Township, MI

2007 Audi A6 Base

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

2007 Audi A6 Base

Clinton Township, MI

UnscoredInsufficient · 0
$3,500Mileage not verified

Clinton Township, MI

2015 Ford Escape SE

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

2015 Ford Escape SE

Clinton Township, MI

Unscored
$3,564128,539 mi

Comparison: 18 similar vehicles

Clinton Township, MI

2005 Nissan Xterra S

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

2005 Nissan Xterra S

Clinton Township, MI

UnscoredInsufficient · 0
$3,695161,978 mi

Clinton Township, MI

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Clinton Township, MI

Unscored
$3,795265,782 mi

Comparison: 23 similar vehicles

Clinton Township, MI

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Clinton Township, MI

Unscored
$3,950170,800 mi

Comparison: 13 similar vehicles

Clinton Township, MI

No Photo

2005 Cadillac Escalade Base

Clinton Township, MI

UnscoredInsufficient · 4
$3,950200,000 mi

Comparison: 4 similar vehicles

Clinton Township, MI

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Clinton Township, MI

Unscored
$3,995149,175 mi

Comparison: 6 similar vehicles

Clinton Township, MI

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Clinton Township, MI

Unscored
$3,995190,000 mi

Comparison: 5 similar vehicles

Clinton Township, MI

2014 Cadillac SRX Base

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

2014 Cadillac SRX Base

Clinton Township, MI

UnscoredInsufficient · 3
$3,995209,971 mi

Comparison: 3 similar vehicles

Clinton Township, MI

2012 Ford Focus SE

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

2012 Ford Focus SE

Clinton Township, MI

Unscored
$3,995140,233 mi

Comparison: 17 similar vehicles

Clinton Township, MI

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Clinton Township, MI

Unscored
$3,995152,455 mi

Comparison: 13 similar vehicles

Clinton Township, MI

2012 Kia Soul Base

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

2012 Kia Soul Base

Clinton Township, MI

Unscored
$3,995144,977 mi

Comparison: 28 similar vehicles

Clinton Township, MI

2011 Chrysler 200 Touring

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

2011 Chrysler 200 Touring

Clinton Township, MI

Unscored
$3,995165,000 mi

Comparison: 8 similar vehicles

Clinton Township, MI

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Clinton Township, MI

Unscored
$3,995177,124 mi

Comparison: 6 similar vehicles

Clinton Township, MI

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Clinton Township, MI

Unscored
$3,995177,254 mi

Comparison: 8 similar vehicles

Clinton Township, MI

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Clinton Township, MI

Unscored
$3,995178,790 mi

Comparison: 26 similar vehicles

Clinton Township, MI

2010 Mazda MAZDA3 i Sport

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

2010 Mazda MAZDA3 i Sport

Clinton Township, MI

UnscoredInsufficient · 4
$3,995173,836 mi

Comparison: 4 similar vehicles

Clinton Township, MI

2009 Chrysler Town & Country Touring

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

2009 Chrysler Town & Country Touring

Clinton Township, MI

Unscored
$3,995199,399 mi

Comparison: 8 similar vehicles

Clinton Township, MI

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Clinton Township, MI

Unscored
$3,995191,237 mi

Comparison: 27 similar vehicles

Clinton Township, MI

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Clinton Township, MI

Unscored
$3,995200,000 mi

Comparison: 10 similar vehicles

Clinton Township, MI

2008 Dodge Charger

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

2008 Dodge Charger

Clinton Township, MI

UnscoredInsufficient · 0
$3,995161,196 mi

Clinton Township, MI

2004 Ford Explorer Sport Trac XLT

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

2004 Ford Explorer Sport Trac XLT

Clinton Township, MI

UnscoredInsufficient · 0
$3,995194,556 mi

Clinton Township, MI

2010 Mercedes-Benz E-Class E350 Luxury

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

2010 Mercedes-Benz E-Class E350 Luxury

Clinton Township, MI

UnscoredInsufficient · 3
$4,495205,056 mi

Comparison: 3 similar vehicles

Clinton Township, MI

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Clinton Township, MI

Unscored
$4,800192,318 mi

Comparison: 5 similar vehicles

Clinton Township, MI

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Clinton Township, MI

Unscored
$4,850139,421 mi

Comparison: 12 similar vehicles

Clinton Township, MI

2016 Chevrolet Traverse LTZ

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

2016 Chevrolet Traverse LTZ

Clinton Township, MI

UnscoredInsufficient · 3
$4,995211,439 mi

Comparison: 3 similar vehicles

Clinton Township, MI

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Clinton Township, MI

Unscored
$4,995196,300 mi

Comparison: 14 similar vehicles

Clinton Township, MI

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Clinton Township, MI

Unscored
$4,995199,999 mi

Comparison: 11 similar vehicles

Clinton Township, MI

2015 Dodge Grand Caravan SXT Plus

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

2015 Dodge Grand Caravan SXT Plus

Clinton Township, MI

UnscoredInsufficient · 0
$4,995213,000 mi

Clinton Township, MI

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Clinton Township, MI

Unscored
$4,995125,756 mi

Comparison: 17 similar vehicles

Clinton Township, MI

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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