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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

459 listings found

2003 Chevrolet Monte Carlo SS

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

2003 Chevrolet Monte Carlo SS

Glencoe, MN

UnscoredInsufficient · 0
$1,550234,471 mi

Glencoe, MN

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

Minneapolis, MN

UnscoredInsufficient · 0
$2,500190,293 mi

Minneapolis, MN

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Farmington, MN

UnscoredInsufficient · 0
$3,200218,275 mi

Farmington, MN

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Lino Lakes, MN

UnscoredInsufficient · 3
$5,045225,317 mi

Comparison: 3 similar vehicles

Lino Lakes, MN

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Ham Lake, MN

UnscoredInsufficient · 0
$5,800118,000 mi

Ham Lake, MN

2002 Saturn S-Series SC2

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

2002 Saturn S-Series SC2

Maplewood, MN

UnscoredInsufficient · 0
$5,98855,670 mi

Maplewood, MN

2010 Honda Civic LX

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

2010 Honda Civic LX

Minneapolis, MN

UnscoredInsufficient · 0
$5,995197,522 mi

Minneapolis, MN

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Apple Valley, MN

UnscoredInsufficient · 0
$6,251165,885 mi

Apple Valley, MN

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Minnetonka, MN

UnscoredInsufficient · 0
$6,495185,004 mi

Minnetonka, MN

2000 Mercedes-Benz CLK CLK430

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

2000 Mercedes-Benz CLK CLK430

Ham Lake, MN

UnscoredInsufficient · 0
$6,90063,558 mi

Ham Lake, MN

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Hudson, WI

UnscoredInsufficient · 0
$6,975196,250 mi

Hudson, WI

2006 Audi TT Special Edition

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

2006 Audi TT Special Edition

Mankato, MN

UnscoredInsufficient · 0
$7,598183,357 mi

Mankato, MN

2005 BMW 6 Series 645Ci

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

2005 BMW 6 Series 645Ci

White Bear Lake, MN

UnscoredInsufficient · 0
$7,900118,000 mi

White Bear Lake, MN

1999 Cadillac Eldorado Base

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

1999 Cadillac Eldorado Base

Shakopee, MN

UnscoredInsufficient · 0
$8,293154,696 mi

Shakopee, MN

2013 BMW 1 Series 128i

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

2013 BMW 1 Series 128i

Anoka, MN

UnscoredInsufficient · 0
$8,49864,404 mi

Anoka, MN

2012 Honda Civic SI

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

2012 Honda Civic SI

Becker, MN

UnscoredInsufficient · 0
$8,499149,575 mi

Becker, MN

2008 Toyota Camry Solara SE

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

2008 Toyota Camry Solara SE

Loretto, MN

UnscoredInsufficient · 0
$8,588115,266 mi

Loretto, MN

2011 BMW 3 Series 335i

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

2011 BMW 3 Series 335i

St. Louis Park, MN

UnscoredInsufficient · 3
$8,700108,503 mi

Comparison: 3 similar vehicles

St. Louis Park, MN

2004 Mazda RX-8 - AT

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

2004 Mazda RX-8 - AT

White Bear Lake, MN

UnscoredInsufficient · 0
$8,94960,596 mi

White Bear Lake, MN

2004 Pontiac GTO Base

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

2004 Pontiac GTO Base

Eden Prairie, MN

UnscoredInsufficient · 0
$8,995122,461 mi

Eden Prairie, MN

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Elk River, MN

UnscoredInsufficient · 0
$8,99548,353 mi

Elk River, 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

Burnsville, MN

UnscoredInsufficient · 3
$9,27076,367 mi

Comparison: 3 similar vehicles

Burnsville, MN

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

Le Center, MN

UnscoredInsufficient · 0
$9,989106,936 mi

Le Center, MN

2013 Honda Civic LX

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

2013 Honda Civic LX

Minneapolis, MN

UnscoredLimited · 11
$9,995144,361 mi

Comparison: 11 similar vehicles

Minneapolis, MN

2008 Mercedes-Benz CLK-Class CLK350

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

2008 Mercedes-Benz CLK-Class CLK350

Spring Lake Park, MN

UnscoredInsufficient · 0
$10,157100,851 mi

Spring Lake Park, MN

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Minnetonka, MN

UnscoredInsufficient · 0
$10,338101,146 mi

Minnetonka, MN

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Blaine, MN

UnscoredInsufficient · 0
$10,547118,568 mi

Blaine, MN

2012 INFINITI G Coupe 37x

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

2012 INFINITI G Coupe 37x

Blaine, MN

UnscoredInsufficient · 0
$10,812141,596 mi

Blaine, MN

2015 Mercedes-Benz C-Class C350 Sport

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

2015 Mercedes-Benz C-Class C350 Sport

Loretto, MN

UnscoredInsufficient · 0
$10,99091,614 mi

Loretto, MN

2007 Chevrolet Monte Carlo SS

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

2007 Chevrolet Monte Carlo SS

Saint Paul, MN

UnscoredInsufficient · 0
$10,99978,000 mi

Saint Paul, MN

1997 Pontiac Firebird TRANS AM

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

1997 Pontiac Firebird TRANS AM

Elk River, MN

UnscoredInsufficient · 0
$10,999167,468 mi

Elk River, MN

2018 BMW 4 Series 430i

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

2018 BMW 4 Series 430i

Hudson, WI

UnscoredInsufficient · 3
$11,348140,878 mi

Comparison: 3 similar vehicles

Hudson, WI

2006 Ford Mustang Deluxe

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

2006 Ford Mustang Deluxe

Burnsville, MN

Salvage title
$11,49765,326 mi

Burnsville, MN

2017 INFINITI Q60 Coupe Premium

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

2017 INFINITI Q60 Coupe Premium

Golden Valley, MN

UnscoredInsufficient · 0
$11,850182,952 mi

Golden Valley, MN

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Eden Prairie, MN

UnscoredInsufficient · 0
$11,995133,641 mi

Eden Prairie, MN

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Monticello, MN

UnscoredInsufficient · 0
$11,99569,000 mi

Monticello, MN

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Minneapolis, MN

UnscoredInsufficient · 0
$11,99599,903 mi

Minneapolis, MN

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Arlington, MN

UnscoredInsufficient · 0
$12,49590,961 mi

Arlington, MN

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Saint Bonifacius, MN

UnscoredInsufficient · 0
$12,49998,000 mi

Saint Bonifacius, MN

1998 Chevrolet Corvette Base

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

1998 Chevrolet Corvette Base

Mankato, MN

Salvage title
$12,500110,000 mi

Mankato, MN

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Fridley, MN

UnscoredInsufficient · 0
$12,59996,534 mi

Fridley, MN

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

South Saint Paul, MN

UnscoredInsufficient · 3
$12,999112,518 mi

Comparison: 3 similar vehicles

South Saint Paul, MN

2007 Ford Mustang GT Deluxe

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

2007 Ford Mustang GT Deluxe

Stillwater, MN

UnscoredLimited · 5
$12,999100,540 mi

Comparison: 5 similar vehicles

Stillwater, MN

2010 Ford Mustang V6

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

2010 Ford Mustang V6

White Bear Lake, MN

UnscoredInsufficient · 0
$13,34943,452 mi

White Bear Lake, MN

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Anoka, MN

UnscoredInsufficient · 0
$13,399124,382 mi

Anoka, MN

2016 Chevrolet Camaro 2LT

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

2016 Chevrolet Camaro 2LT

Stillwater, MN

UnscoredInsufficient · 0
$13,59575,221 mi

Stillwater, MN

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Minneapolis, MN

UnscoredInsufficient · 0
$13,83645,334 mi

Minneapolis, MN

2012 Chevrolet Camaro 1LT

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

2012 Chevrolet Camaro 1LT

Roseville, MN

UnscoredInsufficient · 0
$13,84558,655 mi

Roseville, MN

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Minneapolis, MN

UnscoredInsufficient · 0
$13,890111,721 mi

Minneapolis, MN

2016 Honda Civic Touring

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

2016 Honda Civic Touring

Farmington, MN

Salvage title
$13,99538,695 mi

Farmington, 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. 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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