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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 6, 2026

6.8M+

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

493 listings found

2007 Mazda MAZDA6 i

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

2007 Mazda MAZDA6 i

Gladstone, MO

UnscoredInsufficient · 0
$3,600167,982 mi

Gladstone, MO

2012 Hyundai Accent GS

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

2012 Hyundai Accent GS

Gladstone, MO

UnscoredInsufficient · 0
$3,800145,205 mi

Gladstone, MO

2006 Toyota Corolla S

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

2006 Toyota Corolla S

Gladstone, MO

UnscoredInsufficient · 0
$4,500202,740 mi

Gladstone, MO

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Gladstone, MO

UnscoredInsufficient · 3
$4,500187,541 mi

Comparison: 3 similar vehicles

Gladstone, MO

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Gladstone, MO

Unscored
$4,800183,332 mi

Comparison: 13 similar vehicles

Gladstone, MO

2012 Chevrolet Captiva Sport LTZ

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

2012 Chevrolet Captiva Sport LTZ

Gladstone, MO

UnscoredInsufficient · 0
$4,800177,757 mi

Gladstone, MO

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Gladstone, MO

Unscored
$5,30096,779 mi

Comparison: 7 similar vehicles

Gladstone, MO

2014 Ford Focus SE

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

2014 Ford Focus SE

Gladstone, MO

Fair PriceLimited · 17
$5,500104,995 mi

Market: $4,950 – $10,989

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Gladstone, MO

2008 Acura MDX Technology Package

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

2008 Acura MDX Technology Package

Gladstone, MO

Unscored
$6,800164,850 mi

Comparison: 5 similar vehicles

Gladstone, MO

2014 Ford Escape SE

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

2014 Ford Escape SE

Gladstone, MO

Fair PriceLimited · 19
$6,900114,993 mi

Market: $3,950 – $11,330

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Gladstone, MO

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Gladstone, MO

Unscored
$6,950158,809 mi

Comparison: 28 similar vehicles

Gladstone, MO

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Gladstone, MO

Unscored
$7,000186,228 mi

Comparison: 26 similar vehicles

Gladstone, MO

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Gladstone, MO

Unscored
$7,400145,779 mi

Comparison: 10 similar vehicles

Gladstone, MO

2020 Kia Optima LX

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

2020 Kia Optima LX

Gladstone, MO

Unscored
$7,500135,223 mi

Comparison: 10 similar vehicles

Gladstone, MO

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Gladstone, MO

Unscored
$7,500139,708 mi

Comparison: 9 similar vehicles

Gladstone, MO

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Gladstone, MO

UnscoredInsufficient · 3
$7,500153,419 mi

Comparison: 3 similar vehicles

Gladstone, MO

2019 Ford Escape S

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

2019 Ford Escape S

Gladstone, MO

Unscored
$7,600107,387 mi

Comparison: 5 similar vehicles

Gladstone, MO

2016 Mazda MAZDA6 i Grand Touring

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

2016 Mazda MAZDA6 i Grand Touring

Gladstone, MO

UnscoredInsufficient · 3
$7,600178,924 mi

Comparison: 3 similar vehicles

Gladstone, MO

2011 Mazda CX-9 Grand Touring

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

2011 Mazda CX-9 Grand Touring

Gladstone, MO

UnscoredInsufficient · 3
$7,60097,583 mi

Comparison: 3 similar vehicles

Gladstone, MO

2017 GMC Terrain SLE-2

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

2017 GMC Terrain SLE-2

Gladstone, MO

UnscoredInsufficient · 3
$7,650116,798 mi

Comparison: 3 similar vehicles

Gladstone, MO

2018 Kia Sportage EX

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

2018 Kia Sportage EX

Gladstone, MO

UnscoredInsufficient · 3
$8,900123,020 mi

Comparison: 3 similar vehicles

Gladstone, MO

2016 Ford Expedition Platinum

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

2016 Ford Expedition Platinum

Gladstone, MO

UnscoredInsufficient · 0
$8,900178,433 mi

Gladstone, MO

2018 Ford Focus SE

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

2018 Ford Focus SE

Gladstone, MO

UnscoredInsufficient · 0
$9,50039,387 mi

Gladstone, MO

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Gladstone, MO

Unscored
$9,500113,051 mi

Comparison: 5 similar vehicles

Gladstone, MO

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Gladstone, MO

Unscored
$10,400136,681 mi

Comparison: 20 similar vehicles

Gladstone, MO

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Gladstone, MO

Unscored
$10,50096,908 mi

Comparison: 6 similar vehicles

Gladstone, MO

2018 Chevrolet Malibu 1LS

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

2018 Chevrolet Malibu 1LS

Gladstone, MO

Unscored
$10,794138,068 mi

Comparison: 8 similar vehicles

Gladstone, MO

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Gladstone, MO

UnscoredInsufficient · 3
$11,350122,676 mi

Comparison: 3 similar vehicles

Gladstone, MO

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Gladstone, MO

Unscored
$12,03267,649 mi

Comparison: 6 similar vehicles

Gladstone, MO

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Gladstone, MO

Unscored
$12,11797,350 mi

Comparison: 5 similar vehicles

Gladstone, MO

2022 Kia K5 LXS

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

2022 Kia K5 LXS

Gladstone, MO

Unscored
$12,50092,363 mi

Comparison: 18 similar vehicles

Gladstone, MO

2011 Nissan Frontier S

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

2011 Nissan Frontier S

Gladstone, MO

UnscoredInsufficient · 0
$12,932107,469 mi

Gladstone, MO

2014 Acura RDX Technology Package

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

2014 Acura RDX Technology Package

Gladstone, MO

Unscored
$13,388112,602 mi

Comparison: 8 similar vehicles

Gladstone, MO

2019 Chevrolet Colorado Work Truck

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

2019 Chevrolet Colorado Work Truck

Gladstone, MO

Great DealLimited · 11
$13,799110,553 mi

Market: $15,500 – $22,995

Comparison: 11 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 20 days listed (based on current market benchmarks)

Gladstone, MO

2017 Hyundai Tucson Limited

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

2017 Hyundai Tucson Limited

Gladstone, MO

Unscored
$14,00087,693 mi

Comparison: 7 similar vehicles

Gladstone, MO

2016 Chevrolet Suburban LTZ

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

2016 Chevrolet Suburban LTZ

Gladstone, MO

UnscoredInsufficient · 4
$14,000171,001 mi

Comparison: 4 similar vehicles

Gladstone, MO

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Gladstone, MO

UnscoredInsufficient · 3
$14,195132,102 mi

Comparison: 3 similar vehicles

Gladstone, MO

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Gladstone, MO

Fair PriceRobust · 53
$14,375110,535 mi

Market: $4,999 – $19,995

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Gladstone, MO

2015 Toyota RAV4 Limited

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

2015 Toyota RAV4 Limited

Gladstone, MO

Unscored
$14,972131,790 mi

Comparison: 6 similar vehicles

Gladstone, MO

2019 Volkswagen e-Golf SE

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

2019 Volkswagen e-Golf SE

Gladstone, MO

UnscoredInsufficient · 0
$15,12130,002 mi

Gladstone, MO

2021 Chrysler Pacifica Hybrid Touring L

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

2021 Chrysler Pacifica Hybrid Touring L

Gladstone, MO

Unscored
$15,272114,319 mi

Comparison: 9 similar vehicles

Gladstone, MO

2022 Kia Seltos S

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

2022 Kia Seltos S

Gladstone, MO

UnscoredInsufficient · 4
$15,28494,587 mi

Comparison: 4 similar vehicles

Gladstone, MO

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Gladstone, MO

Unscored
$15,29582,101 mi

Comparison: 7 similar vehicles

Gladstone, MO

2023 Jeep Renegade Altitude

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

2023 Jeep Renegade Altitude

Gladstone, MO

UnscoredInsufficient · 3
$15,404113,072 mi

Comparison: 3 similar vehicles

Gladstone, MO

2022 Kia Soul LX

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

2022 Kia Soul LX

Gladstone, MO

Fair PriceRobust · 53
$15,43060,992 mi

Market: $9,500 – $18,749

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Gladstone, MO

2020 Kia Optima LX

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

2020 Kia Optima LX

Gladstone, MO

Unscored
$15,51162,170 mi

Comparison: 9 similar vehicles

Gladstone, MO

2021 Nissan Altima SR

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

2021 Nissan Altima SR

Gladstone, MO

Fair PriceLimited · 16
$15,625108,753 mi

Market: $9,950 – $20,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Gladstone, MO

2021 Nissan Rogue Sport SV

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

2021 Nissan Rogue Sport SV

Gladstone, MO

Unscored
$16,38577,753 mi

Comparison: 5 similar vehicles

Gladstone, MO

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Gladstone, MO

Unscored
$16,795170,288 mi

Comparison: 31 similar vehicles

Gladstone, MO

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Gladstone, MO

Unscored
$18,10674,990 mi

Comparison: 5 similar vehicles

Gladstone, MO

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 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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