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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 13, 2026

7.2M+

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

2,643 listings found

2008 Dodge Caliber SE

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

2008 Dodge Caliber SE

Cameron, MO

UnscoredInsufficient · 0
$1,700158,070 mi

Cameron, MO

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Cameron, MO

Unscored
$1,950300,000 mi

Comparison: 7 similar vehicles

Cameron, MO

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Saint Joseph, MO

Unscored
$2,098210,040 mi

Comparison: 26 similar vehicles

Saint Joseph, MO

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

Cameron, MO

UnscoredInsufficient · 0
$2,950196,468 mi

Cameron, MO

2011 Subaru Outback 2.5i

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

2011 Subaru Outback 2.5i

Cameron, MO

UnscoredInsufficient · 0
$3,195235,238 mi

Cameron, MO

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Barnard, MO

Unscored
$3,500178,324 mi

Comparison: 7 similar vehicles

Barnard, MO

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Barnard, MO

UnscoredInsufficient · 0
$3,500207,948 mi

Barnard, MO

2016 Ford Escape SE

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

2016 Ford Escape SE

Falls City, NE

Unscored
$3,900217,315 mi

Comparison: 45 similar vehicles

Falls City, NE

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Cameron, MO

Unscored
$3,950154,389 mi

Comparison: 9 similar vehicles

Cameron, MO

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Saint Joseph, MO

Unscored
$3,990247,560 mi

Comparison: 18 similar vehicles

Saint Joseph, MO

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Barnard, MO

UnscoredInsufficient · 0
$3,995112,950 mi

Barnard, MO

2007 Hyundai Santa Fe SE

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

2007 Hyundai Santa Fe SE

Barnard, MO

UnscoredInsufficient · 0
$3,995184,791 mi

Barnard, MO

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Saint Joseph, MO

UnscoredInsufficient · 0
$3,999135,089 mi

Saint Joseph, MO

2007 Nissan Murano SL

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

2007 Nissan Murano SL

Saint Joseph, MO

Fair PriceModerate · 24
$3,999116,950 mi

Market: $1,791 – $7,694

Comparison: 24 similar vehicles

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

Saint Joseph, MO

2012 Hyundai Sonata SE

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

2012 Hyundai Sonata SE

Barnard, MO

Unscored
$4,250194,453 mi

Comparison: 14 similar vehicles

Barnard, MO

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Barnard, MO

Unscored
$4,250228,887 mi

Comparison: 6 similar vehicles

Barnard, MO

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Barnard, MO

Unscored
$4,250225,331 mi

Comparison: 10 similar vehicles

Barnard, MO

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Barnard, MO

UnscoredInsufficient · 0
$4,250193,845 mi

Barnard, MO

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Saint Joseph, MO

Unscored
$4,500143,494 mi

Comparison: 7 similar vehicles

Saint Joseph, MO

2006 Ford Escape Limited

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

2006 Ford Escape Limited

Barnard, MO

UnscoredInsufficient · 0
$4,500164,239 mi

Barnard, MO

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Barnard, MO

Unscored
$4,600176,795 mi

Comparison: 5 similar vehicles

Barnard, MO

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Mount Ayr, IA

Unscored
$4,750218,127 mi

Comparison: 9 similar vehicles

Mount Ayr, IA

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Saint Joseph, MO

UnscoredInsufficient · 4
$4,799178,289 mi

Comparison: 4 similar vehicles

Saint Joseph, MO

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Barnard, MO

UnscoredInsufficient · 0
$4,900138,109 mi

Barnard, MO

2001 Ford Explorer Sport Trac Base

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

2001 Ford Explorer Sport Trac Base

Kidder, MO

UnscoredInsufficient · 0
$4,948144,470 mi

Kidder, MO

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Kidder, MO

Unscored
$4,950134,796 mi

Comparison: 5 similar vehicles

Kidder, MO

2015 Kia Optima LX Hybrid

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

2015 Kia Optima LX Hybrid

Cameron, MO

UnscoredInsufficient · 0
$4,950166,000 mi

Cameron, MO

2014 Nissan Altima S

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

2014 Nissan Altima S

Cameron, MO

Unscored
$4,950152,000 mi

Comparison: 31 similar vehicles

Cameron, MO

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Saint Joseph, MO

Unscored
$4,990211,766 mi

Comparison: 24 similar vehicles

Saint Joseph, MO

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Saint Joseph, MO

UnscoredInsufficient · 0
$4,990234,321 mi

Saint Joseph, MO

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Barnard, MO

Unscored
$4,995149,181 mi

Comparison: 8 similar vehicles

Barnard, MO

2008 Suzuki Grand Vitara Base

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

2008 Suzuki Grand Vitara Base

Barnard, MO

UnscoredInsufficient · 0
$4,995149,148 mi

Barnard, MO

2004 Mercury Grand Marquis GS

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

2004 Mercury Grand Marquis GS

Barnard, MO

UnscoredInsufficient · 0
$4,995152,529 mi

Barnard, MO

2016 Chevrolet Sonic LS

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

2016 Chevrolet Sonic LS

Saint Joseph, MO

Unscored
$4,999135,770 mi

Comparison: 16 similar vehicles

Saint Joseph, MO

2014 Toyota Corolla S

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

2014 Toyota Corolla S

Plattsburg, MO

UnscoredInsufficient · 0
$4,999268,446 mi

Plattsburg, MO

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Saint Joseph, MO

Unscored
$4,999217,300 mi

Comparison: 14 similar vehicles

Saint Joseph, MO

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Saint Joseph, MO

UnscoredInsufficient · 0
$4,999150,000 mi

Saint Joseph, MO

1990 Lincoln Mark VII

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

1990 Lincoln Mark VII

Saint Joseph, MO

UnscoredInsufficient · 0
$5,20093,369 mi

Saint Joseph, MO

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Saint Joseph, MO

Unscored
$5,400108,261 mi

Comparison: 7 similar vehicles

Saint Joseph, MO

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Barnard, MO

Unscored
$5,500219,112 mi

Comparison: 17 similar vehicles

Barnard, MO

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Barnard, MO

Unscored
$5,500185,604 mi

Comparison: 21 similar vehicles

Barnard, 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

Cameron, MO

Unscored
$5,500227,315 mi

Comparison: 15 similar vehicles

Cameron, MO

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Cameron, MO

Unscored
$5,500155,000 mi

Comparison: 9 similar vehicles

Cameron, MO

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Mount Ayr, IA

UnscoredInsufficient · 4
$5,500235,872 mi

Comparison: 4 similar vehicles

Mount Ayr, IA

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Cameron, MO

UnscoredInsufficient · 3
$5,550174,000 mi

Comparison: 3 similar vehicles

Cameron, MO

2017 Kia Forte LX

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

2017 Kia Forte LX

Saint Joseph, MO

Unscored
$5,650191,528 mi

Comparison: 12 similar vehicles

Saint Joseph, MO

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Saint Joseph, MO

Unscored
$5,650242,967 mi

Comparison: 16 similar vehicles

Saint Joseph, MO

2012 Kia Optima LX

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

2012 Kia Optima LX

Saint Joseph, MO

UnscoredInsufficient · 0
$5,650148,984 mi

Saint Joseph, MO

2020 Chevrolet Spark LS

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

2020 Chevrolet Spark LS

Saint Joseph, MO

Unscored
$5,700165,949 mi

Comparison: 13 similar vehicles

Saint Joseph, MO

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Saint Joseph, MO

Unscored
$5,900161,547 mi

Comparison: 8 similar vehicles

Saint Joseph, 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 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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