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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

135 listings found

1998 Ford Explorer XL

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

1998 Ford Explorer XL

Spring Lake Park, MN

UnscoredInsufficient · 0
$4,995189,159 mi

Spring Lake Park, MN

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Spring Lake Park, MN

Unscored
$5,488200,380 mi

Comparison: 10 similar vehicles

Spring Lake Park, MN

2009 Ford F-450 Super Duty Chassis Cab XL

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

2009 Ford F-450 Super Duty Chassis Cab XL

Spring Lake Park, MN

UnscoredInsufficient · 0
$5,500258,917 mi

Spring Lake Park, MN

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Spring Lake Park, MN

UnscoredInsufficient · 4
$5,995142,066 mi

Comparison: 4 similar vehicles

Spring Lake Park, MN

2015 BMW X1 28i

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

2015 BMW X1 28i

Spring Lake Park, MN

Unscored
$5,995168,372 mi

Comparison: 5 similar vehicles

Spring Lake Park, MN

2012 MINI Countryman

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

2012 MINI Countryman

Spring Lake Park, MN

UnscoredInsufficient · 0
$5,995128,676 mi

Spring Lake Park, MN

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Spring Lake Park, MN

Unscored
$5,995172,180 mi

Comparison: 8 similar vehicles

Spring Lake Park, MN

2012 Honda Pilot EX

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

2012 Honda Pilot EX

Spring Lake Park, MN

UnscoredInsufficient · 0
$6,661209,250 mi

Spring Lake Park, MN

2015 Audi A3 Cabriolet Premium

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

2015 Audi A3 Cabriolet Premium

Spring Lake Park, MN

UnscoredInsufficient · 0
$6,995139,610 mi

Spring Lake Park, MN

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Spring Lake Park, MN

UnscoredInsufficient · 0
$6,995128,141 mi

Spring Lake Park, MN

2007 Mercedes-Benz M-Class ML350

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

2007 Mercedes-Benz M-Class ML350

Spring Lake Park, MN

UnscoredInsufficient · 0
$7,161170,420 mi

Spring Lake Park, MN

2001 Dodge Durango SLT

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

2001 Dodge Durango SLT

Spring Lake Park, MN

UnscoredInsufficient · 0
$7,161126,259 mi

Spring Lake Park, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

Spring Lake Park, MN

Fair PriceModerate · 20
$7,48895,650 mi

Market: $2,615 – $12,345

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Spring Lake Park, MN

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Spring Lake Park, MN

Unscored
$7,995160,110 mi

Comparison: 5 similar vehicles

Spring Lake Park, MN

2013 Ford Fusion S

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

2013 Ford Fusion S

Spring Lake Park, MN

UnscoredInsufficient · 3
$7,995110,857 mi

Comparison: 3 similar vehicles

Spring Lake Park, MN

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Spring Lake Park, MN

UnscoredInsufficient · 0
$8,157102,998 mi

Spring Lake Park, MN

2004 Lexus RX 330

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

2004 Lexus RX 330

Spring Lake Park, MN

UnscoredInsufficient · 3
$8,157174,941 mi

Comparison: 3 similar vehicles

Spring Lake Park, MN

2017 Ford Escape SE

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

2017 Ford Escape SE

Spring Lake Park, MN

Fair PriceModerate · 37
$8,495104,039 mi

Market: $7,395 – $14,047

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Spring Lake Park, MN

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Spring Lake Park, MN

Fair PriceLimited · 14
$8,49585,290 mi

Market: $3,995 – $12,340

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

Spring Lake Park, MN

2020 Chevrolet Equinox Premier

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

2020 Chevrolet Equinox Premier

Spring Lake Park, MN

UnscoredInsufficient · 4
$8,995211,140 mi

Comparison: 4 similar vehicles

Spring Lake Park, MN

2014 Nissan NV Cargo S

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

2014 Nissan NV Cargo S

Spring Lake Park, MN

UnscoredInsufficient · 0
$8,995124,680 mi

Spring Lake Park, MN

2013 Honda Fit Base

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

2013 Honda Fit Base

Spring Lake Park, MN

UnscoredInsufficient · 4
$8,995110,575 mi

Comparison: 4 similar vehicles

Spring Lake Park, MN

2013 Mercedes-Benz GLK-Class GLK350

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

2013 Mercedes-Benz GLK-Class GLK350

Spring Lake Park, MN

UnscoredInsufficient · 4
$8,995116,065 mi

Comparison: 4 similar vehicles

Spring Lake Park, MN

2011 BMW X3 xDrive28i

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

2011 BMW X3 xDrive28i

Spring Lake Park, MN

UnscoredInsufficient · 0
$8,99874,114 mi

Spring Lake Park, MN

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Spring Lake Park, MN

Unscored
$9,161158,121 mi

Comparison: 10 similar vehicles

Spring Lake Park, MN

2012 Chevrolet Silverado 2500HD Work Truck

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

2012 Chevrolet Silverado 2500HD Work Truck

Spring Lake Park, MN

UnscoredInsufficient · 0
$9,49552,646 mi

Spring Lake Park, MN

2018 Ford Escape SE

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

2018 Ford Escape SE

Spring Lake Park, MN

Fair PriceModerate · 25
$9,995105,850 mi

Market: $2,000 – $15,998

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Spring Lake Park, MN

2018 Ford Flex Limited

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

2018 Ford Flex Limited

Spring Lake Park, MN

UnscoredInsufficient · 4
$9,995252,835 mi

Comparison: 4 similar vehicles

Spring Lake Park, MN

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

Spring Lake Park, MN

UnscoredInsufficient · 4
$9,995118,758 mi

Comparison: 4 similar vehicles

Spring Lake Park, MN

2009 Lexus RX 350

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

2009 Lexus RX 350

Spring Lake Park, MN

UnscoredInsufficient · 3
$9,995187,822 mi

Comparison: 3 similar vehicles

Spring Lake Park, MN

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Spring Lake Park, MN

Unscored
$10,161134,835 mi

Comparison: 10 similar vehicles

Spring Lake Park, MN

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Spring Lake Park, MN

UnscoredInsufficient · 4
$10,495104,199 mi

Comparison: 4 similar vehicles

Spring Lake Park, MN

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Spring Lake Park, MN

Unscored
$10,49580,025 mi

Comparison: 5 similar vehicles

Spring Lake Park, MN

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Spring Lake Park, MN

Unscored
$10,88885,106 mi

Comparison: 8 similar vehicles

Spring Lake Park, MN

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Spring Lake Park, MN

Fair PriceLimited · 12
$10,99593,206 mi

Market: $5,999 – $13,500

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Spring Lake Park, MN

2014 Buick Enclave Premium

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

2014 Buick Enclave Premium

Spring Lake Park, MN

UnscoredInsufficient · 3
$11,161146,862 mi

Comparison: 3 similar vehicles

Spring Lake Park, MN

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Spring Lake Park, MN

Unscored
$11,495123,407 mi

Comparison: 8 similar vehicles

Spring Lake Park, MN

2017 INFINITI Q70L 3.7

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

2017 INFINITI Q70L 3.7

Spring Lake Park, MN

Unscored
$11,495189,131 mi

Comparison: 9 similar vehicles

Spring Lake Park, MN

2007 Dodge Grand Caravan SE

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

2007 Dodge Grand Caravan SE

Spring Lake Park, MN

UnscoredInsufficient · 0
$11,98821,101 mi

Spring Lake Park, MN

2022 Ford Transit Connect XLT

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

2022 Ford Transit Connect XLT

Spring Lake Park, MN

UnscoredInsufficient · 3
$11,995175,140 mi

Comparison: 3 similar vehicles

Spring Lake Park, MN

2019 Ford Flex SEL

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

2019 Ford Flex SEL

Spring Lake Park, MN

Unscored
$11,995262,521 mi

Comparison: 9 similar vehicles

Spring Lake Park, MN

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Spring Lake Park, MN

Unscored
$11,99568,331 mi

Comparison: 5 similar vehicles

Spring Lake Park, MN

2009 Chevrolet Colorado LT

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

2009 Chevrolet Colorado LT

Spring Lake Park, MN

Unscored
$11,995103,479 mi

Comparison: 11 similar vehicles

Spring Lake Park, MN

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Spring Lake Park, MN

Unscored
$12,157123,807 mi

Comparison: 7 similar vehicles

Spring Lake Park, MN

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Spring Lake Park, MN

UnscoredInsufficient · 4
$12,157163,486 mi

Comparison: 4 similar vehicles

Spring Lake Park, MN

2018 Audi Q7 Premium Plus

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

2018 Audi Q7 Premium Plus

Spring Lake Park, MN

Unscored
$12,995131,016 mi

Comparison: 9 similar vehicles

Spring Lake Park, MN

2015 BMW X4 xDrive28i

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

2015 BMW X4 xDrive28i

Spring Lake Park, MN

UnscoredInsufficient · 0
$12,995114,039 mi

Spring Lake Park, MN

2015 Mercedes-Benz GLA-Class GLA250

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

2015 Mercedes-Benz GLA-Class GLA250

Spring Lake Park, MN

UnscoredInsufficient · 0
$13,157108,887 mi

Spring Lake Park, MN

2014 Mercedes-Benz M-Class ML350

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

2014 Mercedes-Benz M-Class ML350

Spring Lake Park, MN

UnscoredInsufficient · 4
$13,157100,651 mi

Comparison: 4 similar vehicles

Spring Lake Park, MN

2018 Volkswagen Golf Alltrack S

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

2018 Volkswagen Golf Alltrack S

Spring Lake Park, MN

UnscoredInsufficient · 0
$13,48834,425 mi

Spring Lake Park, MN

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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