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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 · October 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

295 listings found

2016 MINI Clubman Base

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

2016 MINI Clubman Base

Springfield, MO

UnscoredInsufficient · 0
$4,79581,377 mi

Springfield, MO

2005 MINI Cooper Base

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

2005 MINI Cooper Base

Joplin, MO

Salvage title
$4,920216,901 mi

Joplin, MO

2011 MINI Cooper Base

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

2011 MINI Cooper Base

Kansas City, MO

UnscoredInsufficient · 0
$5,500139,173 mi

Kansas City, MO

2012 MINI Cooper Base

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

2012 MINI Cooper Base

St. Louis, MO

UnscoredInsufficient · 0
$5,995120,778 mi

St. Louis, MO

2010 MINI Cooper Base

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

2010 MINI Cooper Base

Saint Joseph, MO

UnscoredInsufficient · 0
$6,100107,873 mi

Saint Joseph, MO

2011 MINI Countryman S

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

2011 MINI Countryman S

Saint Joseph, MO

UnscoredInsufficient · 0
$6,400133,080 mi

Saint Joseph, MO

2012 MINI Cooper Base

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

2012 MINI Cooper Base

St. Louis, MO

UnscoredInsufficient · 0
$6,45091,000 mi

St. Louis, MO

2016 MINI Cooper Base

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

2016 MINI Cooper Base

Kansas City, MO

UnscoredLimited · 6
$6,500116,000 mi

Comparison: 6 similar vehicles

Kansas City, MO

2013 MINI Cooper Base

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

2013 MINI Cooper Base

St. Louis, MO

UnscoredInsufficient · 0
$6,50098,561 mi

St. Louis, MO

2008 MINI Cooper Base

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

2008 MINI Cooper Base

St. Louis, MO

UnscoredInsufficient · 0
$6,700106,196 mi

St. Louis, MO

2014 MINI Countryman JCW

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

2014 MINI Countryman JCW

Kansas City, MO

UnscoredInsufficient · 0
$6,950166,405 mi

Kansas City, MO

2016 MINI Countryman S

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

2016 MINI Countryman S

St. Louis, MO

UnscoredInsufficient · 0
$6,995105,500 mi

St. Louis, MO

2010 MINI Cooper S

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

2010 MINI Cooper S

Mexico, MO

Great DealLimited · 11
$6,99576,655 mi

Market: $8,400 – $8,987

Comparison: 11 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 38 days listed (based on current market benchmarks)

Mexico, MO

2012 MINI Cooper Base

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

2012 MINI Cooper Base

St. Louis, MO

UnscoredInsufficient · 0
$6,99985,800 mi

St. Louis, MO

2015 MINI Countryman S

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

2015 MINI Countryman S

Bridgeton, MO

UnscoredLimited · 6
$7,250121,378 mi

Comparison: 6 similar vehicles

Bridgeton, MO

2011 MINI Countryman

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

2011 MINI Countryman

Grain Valley, MO

UnscoredInsufficient · 0
$7,45086,805 mi

Grain Valley, MO

2012 MINI Cooper S

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

2012 MINI Cooper S

Belton, MO

UnscoredInsufficient · 0
$7,500105,000 mi

Belton, MO

2013 MINI Cooper S

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

2013 MINI Cooper S

St. Louis, MO

UnscoredInsufficient · 0
$7,900105,000 mi

St. Louis, MO

2016 MINI Clubman Base

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

2016 MINI Clubman Base

St. Louis, MO

UnscoredInsufficient · 0
$7,950122,000 mi

St. Louis, MO

2019 MINI Countryman Base

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

2019 MINI Countryman Base

St. Louis, MO

UnscoredInsufficient · 0
$7,995150,500 mi

St. Louis, MO

2014 MINI Cooper S

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

2014 MINI Cooper S

St. Louis, MO

UnscoredInsufficient · 0
$7,995108,175 mi

St. Louis, MO

2010 MINI Cooper S

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

2010 MINI Cooper S

Columbia, MO

UnscoredInsufficient · 3
$8,40067,336 mi

Comparison: 3 similar vehicles

Columbia, MO

2011 MINI Countryman S

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

2011 MINI Countryman S

Springfield, MO

UnscoredInsufficient · 0
$8,480105,654 mi

Springfield, MO

2016 MINI Cooper Base

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

2016 MINI Cooper Base

Republic, MO

UnscoredInsufficient · 0
$8,49290,488 mi

Republic, MO

2015 MINI Cooper Base

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

2015 MINI Cooper Base

St. Louis, MO

UnscoredInsufficient · 0
$8,495104,421 mi

St. Louis, MO

2015 MINI Cooper S

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

2015 MINI Cooper S

St. Louis, MO

UnscoredInsufficient · 4
$8,500115,000 mi

Comparison: 4 similar vehicles

St. Louis, MO

2009 MINI Cooper Base

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

2009 MINI Cooper Base

Grandview, MO

UnscoredInsufficient · 0
$8,899144,569 mi

Grandview, MO

2009 MINI Cooper Base

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

2009 MINI Cooper Base

Belton, MO

UnscoredInsufficient · 0
$8,98444,109 mi

Belton, MO

2015 MINI Countryman S

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

2015 MINI Countryman S

St. Louis, MO

UnscoredLimited · 6
$8,995134,118 mi

Comparison: 6 similar vehicles

St. Louis, MO

2019 MINI Countryman S

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

2019 MINI Countryman S

Saint Charles, MO

UnscoredInsufficient · 0
$9,299159,085 mi

Saint Charles, MO

2015 MINI Countryman S

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

2015 MINI Countryman S

Lee's Summit, MO

UnscoredLimited · 9
$9,620Mileage not verified

Comparison: 9 similar vehicles

Lee's Summit, MO

2015 MINI Countryman

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

2015 MINI Countryman

Independence, MO

UnscoredInsufficient · 0
$9,650117,585 mi

Independence, MO

2016 MINI Countryman S

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

2016 MINI Countryman S

Kansas City, MO

UnscoredInsufficient · 0
$9,950105,424 mi

Kansas City, MO

2015 MINI Cooper S

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

2015 MINI Cooper S

Cape Girardeau, MO

UnscoredLimited · 8
$9,99567,014 mi

Comparison: 8 similar vehicles

Cape Girardeau, MO

2011 MINI Countryman S 4WD

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

2011 MINI Countryman S 4WD

St. Louis, MO

UnscoredInsufficient · 0
$10,11069,017 mi

St. Louis, MO

2019 MINI Clubman Base

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

2019 MINI Clubman Base

Nixa, MO

UnscoredInsufficient · 0
$10,40096,152 mi

Nixa, MO

2016 MINI Cooper S

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

2016 MINI Cooper S

Fenton, MO

UnscoredInsufficient · 4
$10,690101,213 mi

Comparison: 4 similar vehicles

Fenton, MO

2012 MINI Cooper S

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

2012 MINI Cooper S

Belton, MO

UnscoredInsufficient · 0
$10,99085,743 mi

Belton, MO

2011 MINI Cooper Base

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

2011 MINI Cooper Base

Maplewood, MO

UnscoredInsufficient · 0
$10,99567,122 mi

Maplewood, MO

2017 MINI Cooper Base

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

2017 MINI Cooper Base

Joplin, MO

UnscoredInsufficient · 3
$11,89467,045 mi

Comparison: 3 similar vehicles

Joplin, MO

2016 MINI Cooper S

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

2016 MINI Cooper S

Poplar Bluff, MO

UnscoredInsufficient · 0
$11,995117,400 mi

Poplar Bluff, MO

2012 MINI Countryman S

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

2012 MINI Countryman S

Ballwin, MO

UnscoredInsufficient · 0
$12,45084,734 mi

Ballwin, MO

2016 MINI Countryman S

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

2016 MINI Countryman S

Kansas City, MO

UnscoredInsufficient · 0
$12,95079,376 mi

Kansas City, MO

2017 MINI Clubman S

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

2017 MINI Clubman S

St. Louis, MO

UnscoredInsufficient · 0
$12,98896,126 mi

St. Louis, MO

2019 MINI Hardtop 2 Door Base

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

2019 MINI Hardtop 2 Door Base

St. Louis, MO

UnscoredInsufficient · 0
$12,99556,264 mi

St. Louis, MO

2019 MINI Countryman S

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

2019 MINI Countryman S

Joplin, MO

UnscoredInsufficient · 0
$13,292109,637 mi

Joplin, MO

2014 MINI Cooper Base

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

2014 MINI Cooper Base

St. Louis, MO

UnscoredInsufficient · 0
$13,495100,716 mi

St. Louis, MO

2019 MINI Hardtop 4 Door Base

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

2019 MINI Hardtop 4 Door Base

Kansas City, MO

UnscoredInsufficient · 0
$13,54092,114 mi

Kansas City, MO

2018 MINI Cooper S

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

2018 MINI Cooper S

Springfield, MO

UnscoredInsufficient · 0
$13,56086,247 mi

Springfield, MO

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Blue Springs, MO

UnscoredInsufficient · 0
$13,70014,507 mi

Blue Springs, 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 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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