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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

599 listings found

2006 Scion xB Base

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

2006 Scion xB Base

Camdenton, MO

UnscoredInsufficient · 0
$2,495Mileage not verified

Camdenton, MO

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Camdenton, MO

Unscored
$2,995168,530 mi

Comparison: 16 similar vehicles

Camdenton, MO

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Camdenton, MO

Unscored
$2,995188,034 mi

Comparison: 9 similar vehicles

Camdenton, MO

2014 Ford Fiesta Titanium

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

2014 Ford Fiesta Titanium

Camdenton, MO

UnscoredInsufficient · 0
$2,995188,387 mi

Camdenton, MO

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Camdenton, MO

Unscored
$2,995176,560 mi

Comparison: 5 similar vehicles

Camdenton, MO

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Camdenton, MO

UnscoredInsufficient · 3
$2,995172,032 mi

Comparison: 3 similar vehicles

Camdenton, MO

2010 Ford Fusion Sport

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

2010 Ford Fusion Sport

Camdenton, MO

UnscoredInsufficient · 0
$2,995181,849 mi

Camdenton, MO

2009 Chevrolet Traverse 2LT

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

2009 Chevrolet Traverse 2LT

Camdenton, MO

UnscoredInsufficient · 0
$2,995184,000 mi

Camdenton, MO

2007 Mazda CX-9 Grand Touring AWD

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

2007 Mazda CX-9 Grand Touring AWD

Camdenton, MO

UnscoredInsufficient · 0
$2,995155,034 mi

Camdenton, MO

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Camdenton, MO

UnscoredInsufficient · 0
$2,995196,016 mi

Camdenton, MO

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Camdenton, MO

Unscored
$3,495159,025 mi

Comparison: 8 similar vehicles

Camdenton, MO

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Camdenton, MO

Unscored
$3,695177,813 mi

Comparison: 16 similar vehicles

Camdenton, MO

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Camdenton, MO

UnscoredInsufficient · 4
$3,695166,651 mi

Comparison: 4 similar vehicles

Camdenton, MO

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Camdenton, MO

Unscored
$3,995186,441 mi

Comparison: 6 similar vehicles

Camdenton, MO

2008 Mercedes-Benz C-Class C300 Luxury

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

2008 Mercedes-Benz C-Class C300 Luxury

Camdenton, MO

UnscoredInsufficient · 0
$3,995116,913 mi

Camdenton, MO

2004 Ford Mustang Deluxe

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

2004 Ford Mustang Deluxe

Camdenton, MO

UnscoredInsufficient · 0
$4,988161,444 mi

Camdenton, MO

2005 Chevrolet Express Base

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

2005 Chevrolet Express Base

Camdenton, MO

UnscoredInsufficient · 0
$4,995176,096 mi

Camdenton, MO

2015 Dodge Grand Caravan SE Plus

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

2015 Dodge Grand Caravan SE Plus

Camdenton, MO

UnscoredInsufficient · 0
$5,988190,294 mi

Camdenton, MO

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Camdenton, MO

Unscored
$5,988167,721 mi

Comparison: 17 similar vehicles

Camdenton, MO

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Camdenton, MO

Unscored
$5,995115,143 mi

Comparison: 5 similar vehicles

Camdenton, MO

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Camdenton, MO

Unscored
$6,950141,267 mi

Comparison: 16 similar vehicles

Camdenton, MO

2005 Hummer H2 Base

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

2005 Hummer H2 Base

Camdenton, MO

UnscoredInsufficient · 3
$6,988245,925 mi

Comparison: 3 similar vehicles

Camdenton, MO

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Camdenton, MO

Unscored
$7,950129,718 mi

Comparison: 12 similar vehicles

Camdenton, MO

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Camdenton, MO

Unscored
$7,988254,347 mi

Comparison: 7 similar vehicles

Camdenton, MO

2017 Kia Forte S

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

2017 Kia Forte S

Camdenton, MO

UnscoredInsufficient · 4
$8,988112,461 mi

Comparison: 4 similar vehicles

Camdenton, MO

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Camdenton, MO

Fair PriceModerate · 44
$8,988114,915 mi

Market: $3,450 – $15,044

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Camdenton, MO

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Camdenton, MO

Unscored
$8,988137,580 mi

Comparison: 28 similar vehicles

Camdenton, MO

2006 Ford Ranger STX

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

2006 Ford Ranger STX

Camdenton, MO

UnscoredInsufficient · 0
$8,988102,833 mi

Camdenton, MO

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Camdenton, MO

Unscored
$8,988146,823 mi

Comparison: 9 similar vehicles

Camdenton, MO

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Camdenton, MO

Unscored
$9,250142,829 mi

Comparison: 41 similar vehicles

Camdenton, MO

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Camdenton, MO

Unscored
$9,950174,425 mi

Comparison: 52 similar vehicles

Camdenton, MO

2019 Kia Sportage EX

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

2019 Kia Sportage EX

Camdenton, MO

UnscoredInsufficient · 4
$9,988144,183 mi

Comparison: 4 similar vehicles

Camdenton, MO

2018 INFINITI QX60 Base

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

2018 INFINITI QX60 Base

Camdenton, MO

Unscored
$9,988142,129 mi

Comparison: 10 similar vehicles

Camdenton, MO

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Camdenton, MO

Unscored
$9,988139,360 mi

Comparison: 28 similar vehicles

Camdenton, MO

2015 GMC Sierra 1500 SLT

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

2015 GMC Sierra 1500 SLT

Camdenton, MO

Unscored
$9,988227,731 mi

Comparison: 59 similar vehicles

Camdenton, MO

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Camdenton, MO

Unscored
$9,988179,225 mi

Comparison: 36 similar vehicles

Camdenton, MO

2013 Hyundai Tucson Limited

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

2013 Hyundai Tucson Limited

Camdenton, MO

UnscoredInsufficient · 0
$9,988102,006 mi

Camdenton, MO

2012 Jeep Wrangler Unlimited Sport

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

2012 Jeep Wrangler Unlimited Sport

Camdenton, MO

Unscored
$9,988146,308 mi

Comparison: 30 similar vehicles

Camdenton, MO

2011 Jeep Wrangler Sahara

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

2011 Jeep Wrangler Sahara

Camdenton, MO

UnscoredInsufficient · 3
$9,988184,472 mi

Comparison: 3 similar vehicles

Camdenton, MO

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Camdenton, MO

Unscored
$10,500222,450 mi

Comparison: 6 similar vehicles

Camdenton, MO

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Camdenton, MO

Unscored
$10,988151,644 mi

Comparison: 5 similar vehicles

Camdenton, MO

2017 Lincoln Navigator Select

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

2017 Lincoln Navigator Select

Camdenton, MO

Unscored
$11,988185,121 mi

Comparison: 10 similar vehicles

Camdenton, MO

2017 Hyundai Tucson Limited

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

2017 Hyundai Tucson Limited

Camdenton, MO

Unscored
$11,98891,574 mi

Comparison: 7 similar vehicles

Camdenton, MO

2017 Chrysler 200 LX

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

2017 Chrysler 200 LX

Camdenton, MO

UnscoredInsufficient · 0
$11,999122,849 mi

Camdenton, MO

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Camdenton, MO

Unscored
$12,950166,453 mi

Comparison: 5 similar vehicles

Camdenton, MO

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Camdenton, MO

Fair PriceModerate · 23
$12,999105,133 mi

Market: $8,500 – $16,998

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Camdenton, MO

2016 GMC Yukon XL Denali

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

2016 GMC Yukon XL Denali

Camdenton, MO

Unscored
$13,950167,486 mi

Comparison: 30 similar vehicles

Camdenton, MO

2015 Ford F-150 Platinum

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

2015 Ford F-150 Platinum

Camdenton, MO

UnscoredInsufficient · 4
$13,988220,774 mi

Comparison: 4 similar vehicles

Camdenton, MO

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Camdenton, MO

Unscored
$13,999131,151 mi

Comparison: 6 similar vehicles

Camdenton, MO

2017 Jeep Renegade Altitude Package

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

2017 Jeep Renegade Altitude Package

Camdenton, MO

Unscored
$13,99975,992 mi

Comparison: 5 similar vehicles

Camdenton, MO

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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