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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

32 listings found

2003 Oldsmobile Silhouette GL

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

2003 Oldsmobile Silhouette GL

Maple Plain, MN

UnscoredInsufficient · 0
$2,900183,139 mi

Maple Plain, MN

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Maple Plain, MN

UnscoredInsufficient · 3
$2,999164,235 mi

Comparison: 3 similar vehicles

Maple Plain, MN

2003 Lincoln Town Car Signature

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

2003 Lincoln Town Car Signature

Maple Plain, MN

UnscoredInsufficient · 0
$3,999163,683 mi

Maple Plain, 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

Maple Plain, MN

Unscored
$4,999154,369 mi

Comparison: 10 similar vehicles

Maple Plain, MN

2008 Nissan Sentra SE-R Spec V

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

2008 Nissan Sentra SE-R Spec V

Maple Plain, MN

UnscoredInsufficient · 0
$4,999140,597 mi

Maple Plain, MN

2006 Mercedes-Benz M-Class ML500

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

2006 Mercedes-Benz M-Class ML500

Maple Plain, MN

UnscoredInsufficient · 0
$4,999198,002 mi

Maple Plain, MN

1998 Ford F-150 STANDARD

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

1998 Ford F-150 STANDARD

Maple Plain, MN

UnscoredInsufficient · 0
$5,98765,943 mi

Maple Plain, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

Maple Plain, MN

Unscored
$5,999144,629 mi

Comparison: 25 similar vehicles

Maple Plain, MN

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Maple Plain, MN

UnscoredInsufficient · 4
$5,999122,216 mi

Comparison: 4 similar vehicles

Maple Plain, MN

2015 Chevrolet Impala Limited 2FL

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

2015 Chevrolet Impala Limited 2FL

Maple Plain, MN

Unscored
$5,999Mileage not verified

Comparison: 6 similar vehicles

Maple Plain, MN

2013 Nissan Sentra SR

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

2013 Nissan Sentra SR

Maple Plain, MN

Unscored
$5,99989,439 mi

Comparison: 9 similar vehicles

Maple Plain, MN

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Maple Plain, MN

Salvage title
$5,999161,680 mi

Maple Plain, MN

2009 Dodge Dakota Big Horn

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

2009 Dodge Dakota Big Horn

Maple Plain, MN

UnscoredInsufficient · 0
$5,999150,226 mi

Maple Plain, MN

2004 BMW X5 4.4i

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

2004 BMW X5 4.4i

Maple Plain, MN

UnscoredInsufficient · 0
$5,999161,055 mi

Maple Plain, MN

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Maple Plain, MN

Unscored
$6,387146,319 mi

Comparison: 6 similar vehicles

Maple Plain, MN

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Maple Plain, MN

UnscoredInsufficient · 3
$6,999140,080 mi

Comparison: 3 similar vehicles

Maple Plain, MN

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Maple Plain, MN

Salvage title
$6,999151,100 mi

Maple Plain, MN

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Maple Plain, MN

Unscored
$6,999131,901 mi

Comparison: 7 similar vehicles

Maple Plain, MN

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Maple Plain, MN

Unscored
$6,999195,833 mi

Comparison: 6 similar vehicles

Maple Plain, MN

2013 Chevrolet Silverado 1500 LTZ

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

2013 Chevrolet Silverado 1500 LTZ

Maple Plain, MN

UnscoredInsufficient · 3
$7,999186,359 mi

Comparison: 3 similar vehicles

Maple Plain, MN

2005 Lincoln Town Car Executive

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

2005 Lincoln Town Car Executive

Maple Plain, MN

Salvage title
$7,999208,679 mi

Maple Plain, MN

2004 Ford Excursion XLT

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

2004 Ford Excursion XLT

Maple Plain, MN

Salvage title
$8,950174,310 mi

Maple Plain, MN

2017 Hyundai Santa Fe Limited Ultimate

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

2017 Hyundai Santa Fe Limited Ultimate

Maple Plain, MN

Unscored
$8,999155,462 mi

Comparison: 6 similar vehicles

Maple Plain, MN

2016 Lincoln MKX Reserve

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

2016 Lincoln MKX Reserve

Maple Plain, MN

UnscoredInsufficient · 4
$8,999134,459 mi

Comparison: 4 similar vehicles

Maple Plain, MN

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Maple Plain, MN

UnscoredInsufficient · 0
$8,999151,987 mi

Maple Plain, MN

2013 Chevrolet Silverado 1500 1HY

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

2013 Chevrolet Silverado 1500 1HY

Maple Plain, MN

UnscoredInsufficient · 0
$8,999161,067 mi

Maple Plain, MN

2010 Ford Explorer Sport Trac Limited

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

2010 Ford Explorer Sport Trac Limited

Maple Plain, MN

UnscoredInsufficient · 0
$8,999190,519 mi

Maple Plain, MN

2005 Ford F-350 Super Duty XLT

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

2005 Ford F-350 Super Duty XLT

Maple Plain, MN

UnscoredInsufficient · 4
$9,999200,678 mi

Comparison: 4 similar vehicles

Maple Plain, MN

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Maple Plain, MN

Fair PriceLimited · 10
$10,999106,902 mi

Market: $9,905 – $16,250

Comparison: 10 similar vehicles

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

Maple Plain, MN

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

Maple Plain, MN

UnscoredInsufficient · 4
$12,995143,097 mi

Comparison: 4 similar vehicles

Maple Plain, MN

2007 Jaguar XK Series XK Convertible

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

2007 Jaguar XK Series XK Convertible

Maple Plain, MN

UnscoredInsufficient · 0
$12,99589,636 mi

Maple Plain, MN

2019 BMW X3 30i

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

2019 BMW X3 30i

Maple Plain, MN

Fair PriceModerate · 22
$15,99999,895 mi

Market: $15,698 – $21,750

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Maple Plain, 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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