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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 3, 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

99 listings found

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Glencoe, MN

Unscored
$1,849237,198 mi

Comparison: 7 similar vehicles

Glencoe, MN

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Glencoe, MN

UnscoredInsufficient · 4
$3,345200,036 mi

Comparison: 4 similar vehicles

Glencoe, MN

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Glencoe, MN

Salvage title
$3,345200,369 mi

Glencoe, MN

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Glencoe, MN

UnscoredInsufficient · 0
$3,345280,539 mi

Glencoe, MN

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Glencoe, MN

UnscoredInsufficient · 0
$3,649157,100 mi

Glencoe, MN

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Glencoe, MN

Unscored
$5,300Mileage not verified

Comparison: 7 similar vehicles

Glencoe, MN

2013 Chevrolet Avalanche LTZ

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

2013 Chevrolet Avalanche LTZ

Glencoe, MN

UnscoredInsufficient · 0
$5,349231,785 mi

Glencoe, MN

2008 Pontiac Torrent Base

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

2008 Pontiac Torrent Base

Glencoe, MN

UnscoredInsufficient · 0
$5,600113,177 mi

Glencoe, MN

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Glencoe, MN

Unscored
$6,000Mileage not verified

Comparison: 9 similar vehicles

Glencoe, MN

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Glencoe, MN

Unscored
$6,254156,660 mi

Comparison: 6 similar vehicles

Glencoe, MN

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

Glencoe, MN

Unscored
$6,349244,249 mi

Comparison: 18 similar vehicles

Glencoe, MN

2002 Ford F-250 Super Duty XL

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

2002 Ford F-250 Super Duty XL

Glencoe, MN

UnscoredInsufficient · 0
$6,349318,812 mi

Glencoe, MN

2007 Chrysler 300 Base

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

2007 Chrysler 300 Base

Glencoe, MN

UnscoredInsufficient · 0
$6,350184,325 mi

Glencoe, MN

2010 Ford Taurus Limited

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

2010 Ford Taurus Limited

Glencoe, MN

UnscoredInsufficient · 0
$6,400158,853 mi

Glencoe, MN

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Glencoe, MN

Unscored
$7,000Mileage not verified

Comparison: 9 similar vehicles

Glencoe, MN

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Glencoe, MN

Unscored
$8,349141,601 mi

Comparison: 5 similar vehicles

Glencoe, MN

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Glencoe, MN

UnscoredInsufficient · 3
$8,937120,420 mi

Comparison: 3 similar vehicles

Glencoe, MN

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Glencoe, MN

Unscored
$9,349145,112 mi

Comparison: 7 similar vehicles

Glencoe, MN

2018 Hyundai Tucson Value

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

2018 Hyundai Tucson Value

Glencoe, MN

Unscored
$10,349133,391 mi

Comparison: 5 similar vehicles

Glencoe, MN

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Glencoe, MN

Unscored
$10,349158,885 mi

Comparison: 38 similar vehicles

Glencoe, MN

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Glencoe, MN

Unscored
$10,349159,996 mi

Comparison: 39 similar vehicles

Glencoe, MN

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Glencoe, MN

Unscored
$10,34990,032 mi

Comparison: 7 similar vehicles

Glencoe, MN

2017 Volkswagen Passat SE

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

2017 Volkswagen Passat SE

Glencoe, MN

Unscored
$11,34996,406 mi

Comparison: 8 similar vehicles

Glencoe, MN

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Glencoe, MN

Unscored
$12,349160,123 mi

Comparison: 14 similar vehicles

Glencoe, MN

2020 Ford Fusion SEL

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

2020 Ford Fusion SEL

Glencoe, MN

UnscoredInsufficient · 3
$12,750112,178 mi

Comparison: 3 similar vehicles

Glencoe, MN

2017 Hyundai Santa Fe Sport 2.0T Ultimate

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

2017 Hyundai Santa Fe Sport 2.0T Ultimate

Glencoe, MN

UnscoredInsufficient · 0
$12,91492,959 mi

Glencoe, MN

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Glencoe, MN

Unscored
$14,349129,966 mi

Comparison: 38 similar vehicles

Glencoe, MN

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Glencoe, MN

Fair PriceModerate · 36
$14,74982,197 mi

Market: $4,950 – $16,190

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Glencoe, MN

2012 RAM 1500 Pickup Laramie Longhorn

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

2012 RAM 1500 Pickup Laramie Longhorn

Glencoe, MN

UnscoredInsufficient · 0
$14,850127,781 mi

Glencoe, MN

2021 Dodge Charger Police

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

2021 Dodge Charger Police

Glencoe, MN

UnscoredInsufficient · 0
$14,949120,204 mi

Glencoe, MN

2022 Dodge Charger Police

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

2022 Dodge Charger Police

Glencoe, MN

UnscoredInsufficient · 0
$15,349124,492 mi

Glencoe, MN

2016 Ford Expedition Limited

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

2016 Ford Expedition Limited

Glencoe, MN

Unscored
$15,349120,932 mi

Comparison: 6 similar vehicles

Glencoe, MN

2021 Nissan Altima SR

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

2021 Nissan Altima SR

Glencoe, MN

Unscored
$15,64994,928 mi

Comparison: 9 similar vehicles

Glencoe, MN

2017 Lincoln Continental Reserve

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

2017 Lincoln Continental Reserve

Glencoe, MN

UnscoredInsufficient · 4
$16,087133,973 mi

Comparison: 4 similar vehicles

Glencoe, MN

2017 Chevrolet Silverado 1500 Work Truck 1WT

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

2017 Chevrolet Silverado 1500 Work Truck 1WT

Glencoe, MN

Unscored
$16,100128,340 mi

Comparison: 18 similar vehicles

Glencoe, MN

2018 Chevrolet Tahoe LT

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

2018 Chevrolet Tahoe LT

Glencoe, MN

UnscoredInsufficient · 3
$16,149193,479 mi

Comparison: 3 similar vehicles

Glencoe, MN

2020 Dodge Charger Police

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

2020 Dodge Charger Police

Glencoe, MN

Unscored
$16,345123,374 mi

Comparison: 7 similar vehicles

Glencoe, MN

2020 Dodge Charger Police

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

2020 Dodge Charger Police

Glencoe, MN

Unscored
$16,345110,377 mi

Comparison: 7 similar vehicles

Glencoe, MN

2021 Jeep Renegade Trailhawk

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

2021 Jeep Renegade Trailhawk

Glencoe, MN

UnscoredInsufficient · 0
$16,34935,247 mi

Glencoe, MN

2019 Chevrolet Suburban LT

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

2019 Chevrolet Suburban LT

Glencoe, MN

UnscoredInsufficient · 3
$16,349179,575 mi

Comparison: 3 similar vehicles

Glencoe, MN

2018 Jeep Renegade Trailhawk

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

2018 Jeep Renegade Trailhawk

Glencoe, MN

UnscoredInsufficient · 0
$16,34950,842 mi

Glencoe, MN

2023 Chevrolet Equinox 2FL

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

2023 Chevrolet Equinox 2FL

Glencoe, MN

UnscoredInsufficient · 3
$16,630102,012 mi

Comparison: 3 similar vehicles

Glencoe, MN

2022 Ford Explorer Utility Police Interceptor

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

2022 Ford Explorer Utility Police Interceptor

Glencoe, MN

Unscored
$16,84599,445 mi

Comparison: 6 similar vehicles

Glencoe, MN

2022 Kia Sportage LX

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

2022 Kia Sportage LX

Glencoe, MN

Fair PriceLimited · 11
$16,84972,642 mi

Market: $10,349 – $18,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Glencoe, MN

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Glencoe, MN

Fair PriceModerate · 25
$16,849105,944 mi

Market: $9,995 – $17,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Glencoe, MN

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Glencoe, MN

OverpricedLimited · 12
$17,60575,684 mi

Market: $13,850 – $17,500

Comparison: 12 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Glencoe, MN

2020 Buick Enclave Premium

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

2020 Buick Enclave Premium

Glencoe, MN

Unscored
$18,100152,134 mi

Comparison: 25 similar vehicles

Glencoe, MN

2019 Mazda CX-5 Grand Touring

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

2019 Mazda CX-5 Grand Touring

Glencoe, MN

UnscoredInsufficient · 3
$18,349103,449 mi

Comparison: 3 similar vehicles

Glencoe, MN

2017 Honda CR-V EX

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

2017 Honda CR-V EX

Glencoe, MN

UnscoredInsufficient · 3
$18,84988,959 mi

Comparison: 3 similar vehicles

Glencoe, MN

2017 Nissan Maxima Platinum

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

2017 Nissan Maxima Platinum

Glencoe, MN

Unscored
$18,91060,603 mi

Comparison: 6 similar vehicles

Glencoe, MN

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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