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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

598 listings found

2002 Cadillac DeVille DHS

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

2002 Cadillac DeVille DHS

Maple Plain, MN

UnscoredInsufficient · 0
$1,999166,055 mi

Maple Plain, MN

2006 Buick LaCrosse CXS

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

2006 Buick LaCrosse CXS

Redwood Falls, MN

UnscoredInsufficient · 0
$2,295237,100 mi

Redwood Falls, MN

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

St. Cloud, MN

UnscoredLimited · 6
$2,299Mileage not verified

Comparison: 6 similar vehicles

St. Cloud, MN

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Big Lake, MN

UnscoredLimited · 11
$2,450201,000 mi

Comparison: 11 similar vehicles

Big Lake, MN

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

St. Cloud, MN

UnscoredInsufficient · 3
$2,499235,434 mi

Comparison: 3 similar vehicles

St. Cloud, MN

2008 Lincoln MKZ Base

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

2008 Lincoln MKZ Base

St. Cloud, MN

UnscoredInsufficient · 0
$2,499Mileage not verified

St. Cloud, MN

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Gaylord, MN

UnscoredLimited · 8
$2,900113,307 mi

Comparison: 8 similar vehicles

Gaylord, MN

No Photo

2011 Volkswagen Jetta SEL

Elk River, MN

UnscoredInsufficient · 0
$2,995183,202 mi

Elk River, MN

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Waite Park, MN

UnscoredLimited · 9
$2,999205,138 mi

Comparison: 9 similar vehicles

Waite Park, MN

2006 Honda Civic EX

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

2006 Honda Civic EX

St. Cloud, MN

UnscoredInsufficient · 4
$2,999255,619 mi

Comparison: 4 similar vehicles

St. Cloud, MN

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Saint Bonifacius, MN

UnscoredLimited · 6
$3,270291,615 mi

Comparison: 6 similar vehicles

Saint Bonifacius, 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

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Elk River, MN

UnscoredInsufficient · 0
$3,495175,365 mi

Elk River, MN

2006 Pontiac Grand Prix GP

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

2006 Pontiac Grand Prix GP

Waite Park, MN

UnscoredInsufficient · 4
$3,500208,471 mi

Comparison: 4 similar vehicles

Waite Park, MN

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Buffalo, MN

UnscoredInsufficient · 4
$3,600228,905 mi

Comparison: 4 similar vehicles

Buffalo, MN

2014 Kia Forte LX

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

2014 Kia Forte LX

Redwood Falls, MN

UnscoredLimited · 7
$3,695201,948 mi

Comparison: 7 similar vehicles

Redwood Falls, MN

2004 Honda Accord LX

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

2004 Honda Accord LX

Arlington, MN

UnscoredInsufficient · 0
$3,845169,184 mi

Arlington, MN

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

St. Cloud, MN

UnscoredInsufficient · 0
$3,849193,133 mi

St. Cloud, MN

2006 BMW 3 Series 325i

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

2006 BMW 3 Series 325i

Gaylord, MN

UnscoredInsufficient · 0
$3,900181,300 mi

Gaylord, MN

2008 Honda Accord EX

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

2008 Honda Accord EX

Elk River, MN

UnscoredInsufficient · 0
$3,995177,716 mi

Elk River, MN

2007 Nissan Maxima SL

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

2007 Nissan Maxima SL

Hutchinson, MN

UnscoredInsufficient · 0
$3,995Mileage not verified

Hutchinson, MN

2005 Acura RL Base

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

2005 Acura RL Base

Hutchinson, MN

UnscoredInsufficient · 0
$3,995204,169 mi

Hutchinson, MN

2000 Pontiac Grand Prix SE

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

2000 Pontiac Grand Prix SE

Hutchinson, MN

UnscoredInsufficient · 0
$3,995150,476 mi

Hutchinson, MN

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

St. Cloud, MN

UnscoredLimited · 14
$3,999122,425 mi

Comparison: 14 similar vehicles

St. Cloud, 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

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

St. Cloud, MN

UnscoredInsufficient · 3
$4,074228,010 mi

Comparison: 3 similar vehicles

St. Cloud, MN

2012 Chevrolet Cruze ECO

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

2012 Chevrolet Cruze ECO

Hutchinson, MN

UnscoredLimited · 6
$4,338152,912 mi

Comparison: 6 similar vehicles

Hutchinson, MN

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

St. Cloud, MN

Salvage title
$4,500184,544 mi

St. Cloud, MN

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

St. Cloud, MN

UnscoredInsufficient · 0
$4,574187,155 mi

St. Cloud, MN

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Elk River, MN

UnscoredInsufficient · 0
$4,850125,126 mi

Elk River, MN

2007 Kia Spectra EX

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

2007 Kia Spectra EX

St. Cloud, MN

UnscoredInsufficient · 0
$4,900115,152 mi

St. Cloud, MN

2014 Chevrolet Sonic LS

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

2014 Chevrolet Sonic LS

St. Cloud, MN

Salvage title
$4,99083,537 mi

St. Cloud, MN

2011 Kia Forte LX

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

2011 Kia Forte LX

Loretto, MN

UnscoredInsufficient · 0
$4,99098,302 mi

Loretto, MN

2007 Honda Accord VP

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

2007 Honda Accord VP

Loretto, MN

UnscoredInsufficient · 0
$4,990214,650 mi

Loretto, MN

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Big Lake, MN

Fair PriceLimited · 18
$4,995119,725 mi

Market: $4,495 – $10,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Big Lake, MN

2014 Ford Focus Titanium

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

2014 Ford Focus Titanium

Redwood Falls, MN

Great DealLimited · 11
$4,995111,192 mi

Market: $5,999 – $9,449

Comparison: 11 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 79 days listed (based on current market benchmarks)

Redwood Falls, MN

2014 Mazda MAZDA3 i Sport

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

2014 Mazda MAZDA3 i Sport

Redwood Falls, MN

UnscoredInsufficient · 0
$4,995165,833 mi

Redwood Falls, MN

2012 Volkswagen Jetta TDI

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

2012 Volkswagen Jetta TDI

Elk River, MN

UnscoredInsufficient · 0
$4,995173,894 mi

Elk River, MN

2012 Honda Civic HYBRID

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

2012 Honda Civic HYBRID

Elk River, MN

UnscoredInsufficient · 0
$4,995117,934 mi

Elk River, MN

No Photo

2008 Chevrolet Malibu LS

Elk River, MN

UnscoredInsufficient · 0
$4,99524,423 mi

Elk River, MN

No Photo

2007 Toyota Camry LE

Elk River, MN

UnscoredInsufficient · 0
$4,995162,719 mi

Elk River, MN

2004 Volkswagen Jetta GL

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

2004 Volkswagen Jetta GL

Elk River, MN

UnscoredInsufficient · 0
$4,995195,843 mi

Elk River, MN

2019 Ford Fusion S

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

2019 Ford Fusion S

St. Cloud, MN

UnscoredInsufficient · 0
$4,999Mileage not verified

St. Cloud, MN

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

New London, MN

UnscoredLimited · 8
$4,999171,500 mi

Comparison: 8 similar vehicles

New London, MN

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Becker, MN

UnscoredLimited · 5
$4,999176,000 mi

Comparison: 5 similar vehicles

Becker, MN

2012 Chevrolet Cruze LTZ

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

2012 Chevrolet Cruze LTZ

St. Cloud, MN

UnscoredInsufficient · 0
$4,999163,219 mi

St. Cloud, MN

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Maple Plain, MN

UnscoredInsufficient · 3
$4,999124,034 mi

Comparison: 3 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

2008 Toyota Yaris S

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

2008 Toyota Yaris S

Becker, MN

UnscoredInsufficient · 0
$4,999184,000 mi

Becker, MN

2014 Cadillac ATS Standard

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

2014 Cadillac ATS Standard

Buffalo, MN

UnscoredInsufficient · 0
$5,305239,800 mi

Buffalo, MN

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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