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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 11, 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

176 listings found

2015 Chrysler Town & Country Touring-L

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

2015 Chrysler Town & Country Touring-L

Park Hills, MO

Unscored
$3,500210,000 mi

Comparison: 13 similar vehicles

Park Hills, MO

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Park Hills, MO

Unscored
$3,656206,325 mi

Comparison: 8 similar vehicles

Park Hills, MO

2000 Jeep Wrangler SPORT

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

2000 Jeep Wrangler SPORT

Park Hills, MO

UnscoredInsufficient · 0
$5,500169,968 mi

Park Hills, MO

2002 Ford Ranger XL

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

2002 Ford Ranger XL

Park Hills, MO

UnscoredInsufficient · 0
$5,505289,000 mi

Park Hills, MO

1991 Honda Accord

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

1991 Honda Accord

Park Hills, MO

UnscoredInsufficient · 0
$5,995106,323 mi

Park Hills, MO

2004 Volvo S40 1.9T

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

2004 Volvo S40 1.9T

Park Hills, MO

UnscoredInsufficient · 0
$5,99979,992 mi

Park Hills, MO

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Park Hills, MO

UnscoredInsufficient · 3
$5,999149,948 mi

Comparison: 3 similar vehicles

Park Hills, MO

No Photo

2012 Ford Fiesta SEL

Park Hills, MO

UnscoredInsufficient · 0
$6,00077,153 mi

Park Hills, MO

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Park Hills, MO

Unscored
$6,004304,157 mi

Comparison: 5 similar vehicles

Park Hills, MO

2003 Honda Accord EX

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

2003 Honda Accord EX

Park Hills, MO

UnscoredInsufficient · 0
$6,50086,155 mi

Park Hills, MO

2007 Toyota Matrix Standard

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

2007 Toyota Matrix Standard

Park Hills, MO

UnscoredInsufficient · 0
$6,999175,385 mi

Park Hills, MO

No Photo

2015 Ford Focus SE

Park Hills, MO

UnscoredInsufficient · 4
$7,000108,334 mi

Comparison: 4 similar vehicles

Park Hills, MO

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Park Hills, MO

Unscored
$7,500205,933 mi

Comparison: 6 similar vehicles

Park Hills, MO

2001 Ford Econoline

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

2001 Ford Econoline

Park Hills, MO

UnscoredInsufficient · 0
$7,500113,436 mi

Park Hills, MO

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Park Hills, MO

Unscored
$7,995100,162 mi

Comparison: 8 similar vehicles

Park Hills, MO

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Park Hills, MO

Fair PriceLimited · 15
$7,999114,695 mi

Market: $2,995 – $9,049

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Park Hills, MO

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Park Hills, MO

UnscoredInsufficient · 4
$7,999155,813 mi

Comparison: 4 similar vehicles

Park Hills, MO

No Photo

2018 Buick Encore Preferred

Park Hills, MO

Fair PriceRobust · 70
$8,000Mileage not verified

Market: $6,340 – $13,549

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Park Hills, MO

2014 Ford C-Max SE

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

2014 Ford C-Max SE

Park Hills, MO

UnscoredInsufficient · 0
$8,486128,742 mi

Park Hills, MO

2018 Ford Fusion Titanium

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

2018 Ford Fusion Titanium

Park Hills, MO

UnscoredInsufficient · 3
$9,000134,136 mi

Comparison: 3 similar vehicles

Park Hills, MO

No Photo

2016 Dodge Charger Police

Park Hills, MO

UnscoredInsufficient · 0
$9,000100,309 mi

Park Hills, MO

No Photo

2013 GMC Yukon SLE

Park Hills, MO

UnscoredInsufficient · 0
$9,000122,644 mi

Park Hills, MO

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Park Hills, MO

Unscored
$9,213103,902 mi

Comparison: 6 similar vehicles

Park Hills, MO

2018 Honda CR-V LX

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

2018 Honda CR-V LX

Park Hills, MO

Unscored
$9,271203,434 mi

Comparison: 6 similar vehicles

Park Hills, MO

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Park Hills, MO

OverpricedLimited · 15
$9,47796,930 mi

Market: $4,299 – $9,100

Comparison: 15 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Park Hills, MO

No Photo

2015 Chevrolet Express Cargo Work Van

Park Hills, MO

UnscoredInsufficient · 3
$9,500175,031 mi

Comparison: 3 similar vehicles

Park Hills, MO

2013 INFINITI G Sedan 37x

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

2013 INFINITI G Sedan 37x

Park Hills, MO

UnscoredInsufficient · 0
$9,956117,542 mi

Park Hills, MO

2015 Mazda MAZDA3 i Sport

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

2015 Mazda MAZDA3 i Sport

Park Hills, MO

UnscoredInsufficient · 0
$9,99985,904 mi

Park Hills, MO

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Park Hills, MO

OverpricedLimited · 18
$9,999177,295 mi

Market: $4,995 – $8,900

Comparison: 18 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Park Hills, MO

2009 Chevrolet Tahoe LT1

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

2009 Chevrolet Tahoe LT1

Park Hills, MO

UnscoredInsufficient · 0
$9,999226,210 mi

Park Hills, MO

2007 Honda Element EX

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

2007 Honda Element EX

Park Hills, MO

UnscoredInsufficient · 0
$9,999179,988 mi

Park Hills, MO

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Park Hills, MO

Fair PriceLimited · 15
$11,48686,468 mi

Market: $7,495 – $12,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Park Hills, MO

2020 Chevrolet Malibu 1LS

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

2020 Chevrolet Malibu 1LS

Park Hills, MO

Fair PriceModerate · 20
$11,74691,601 mi

Market: $8,500 – $16,528

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Park Hills, MO

No Photo

2012 GMC Savana

Park Hills, MO

UnscoredInsufficient · 0
$12,000136,608 mi

Park Hills, MO

2021 Nissan Rogue Sport S

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

2021 Nissan Rogue Sport S

Park Hills, MO

Fair PriceLimited · 15
$12,077104,956 mi

Market: $7,500 – $19,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Park Hills, MO

2019 Nissan Kicks S

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

2019 Nissan Kicks S

Park Hills, MO

UnscoredInsufficient · 0
$12,97755,669 mi

Park Hills, MO

2017 Buick Cascada Premium

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

2017 Buick Cascada Premium

Park Hills, MO

Unscored
$13,48392,501 mi

Comparison: 5 similar vehicles

Park Hills, MO

2020 INFINITI QX60 LUXE

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

2020 INFINITI QX60 LUXE

Park Hills, MO

UnscoredInsufficient · 3
$13,780110,775 mi

Comparison: 3 similar vehicles

Park Hills, MO

2017 INFINITI QX80 Base

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

2017 INFINITI QX80 Base

Park Hills, MO

Unscored
$14,486140,552 mi

Comparison: 16 similar vehicles

Park Hills, MO

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Park Hills, MO

Unscored
$14,504143,681 mi

Comparison: 6 similar vehicles

Park Hills, MO

2020 Chrysler Pacifica Touring L Plus

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

2020 Chrysler Pacifica Touring L Plus

Park Hills, MO

Unscored
$14,797158,610 mi

Comparison: 37 similar vehicles

Park Hills, MO

2018 Mazda CX-3 Touring

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

2018 Mazda CX-3 Touring

Park Hills, MO

UnscoredInsufficient · 3
$15,504120,585 mi

Comparison: 3 similar vehicles

Park Hills, MO

2019 Nissan Murano SL

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

2019 Nissan Murano SL

Park Hills, MO

UnscoredInsufficient · 3
$16,377105,717 mi

Comparison: 3 similar vehicles

Park Hills, MO

2024 Nissan Versa Sedan SR

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

2024 Nissan Versa Sedan SR

Park Hills, MO

Unscored
$17,03855,622 mi

Comparison: 8 similar vehicles

Park Hills, MO

2020 INFINITI Q50 LUXE

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

2020 INFINITI Q50 LUXE

Park Hills, MO

UnscoredInsufficient · 0
$17,086108,100 mi

Park Hills, MO

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

Park Hills, MO

OverpricedLimited · 13
$17,50299,350 mi

Market: $8,999 – $16,495

Comparison: 13 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Park Hills, MO

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Park Hills, MO

UnscoredInsufficient · 4
$17,88976,114 mi

Comparison: 4 similar vehicles

Park Hills, MO

2024 Mitsubishi Outlander Sport SE

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

2024 Mitsubishi Outlander Sport SE

Park Hills, MO

Fair PriceLimited · 17
$18,24450,059 mi

Market: $16,990 – $18,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Park Hills, MO

2021 Cadillac XT5 Luxury

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

2021 Cadillac XT5 Luxury

Park Hills, MO

UnscoredInsufficient · 0
$18,27697,743 mi

Park Hills, MO

2024 Nissan Altima SR

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

2024 Nissan Altima SR

Park Hills, MO

Fair PriceRobust · 82
$19,00772,794 mi

Market: $16,900 – $24,339

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Park Hills, MO

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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