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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 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

69 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

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

2004 Ford Mustang GT Deluxe

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

2004 Ford Mustang GT Deluxe

Albert Lea, MN

UnscoredLimited · 15
$8,295128,058 mi

Comparison: 15 similar vehicles

Albert Lea, 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

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

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 Ford Mustang GT

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

2013 Ford Mustang GT

Fairmont, MN

UnscoredInsufficient · 0
$14,99576,500 mi

Fairmont, 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

UnscoredLimited · 7
$15,33966,170 mi

Comparison: 7 similar vehicles

Mankato, MN

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Waconia, MN

UnscoredLimited · 9
$19,079125,979 mi

Comparison: 9 similar vehicles

Waconia, MN

2000 Chevrolet Corvette Base

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

2000 Chevrolet Corvette Base

Mankato, MN

UnscoredInsufficient · 0
$19,90049,581 mi

Mankato, MN

2016 Ford Mustang GT Premium

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

2016 Ford Mustang GT Premium

Truman, MN

UnscoredLimited · 6
$19,999113,554 mi

Comparison: 6 similar vehicles

Truman, MN

2014 Nissan 370Z Coupe Touring

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

2014 Nissan 370Z Coupe Touring

Shakopee, MN

UnscoredInsufficient · 0
$20,34962,313 mi

Shakopee, MN

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Mankato, MN

UnscoredLimited · 9
$21,90071,255 mi

Comparison: 9 similar vehicles

Mankato, MN

1997 Ford Mustang COBRA

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

1997 Ford Mustang COBRA

Mankato, MN

UnscoredInsufficient · 0
$21,90020,567 mi

Mankato, MN

2015 Chevrolet Camaro 2SS

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

2015 Chevrolet Camaro 2SS

Glencoe, MN

UnscoredInsufficient · 0
$22,84973,000 mi

Glencoe, MN

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Faribault, MN

UnscoredLimited · 8
$23,34749,700 mi

Comparison: 8 similar vehicles

Faribault, MN

2019 Dodge Challenger Scat Pack

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

2019 Dodge Challenger Scat Pack

Albert Lea, MN

UnscoredInsufficient · 0
$24,29593,307 mi

Albert Lea, MN

2006 Chevrolet Corvette Base

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

2006 Chevrolet Corvette Base

Mankato, MN

Fair PriceLimited · 11
$26,90059,561 mi

Market: $25,720 – $33,750

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Mankato, MN

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Waconia, MN

UnscoredInsufficient · 4
$27,90029,468 mi

Comparison: 4 similar vehicles

Waconia, MN

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Owatonna, MN

UnscoredInsufficient · 3
$29,14941,179 mi

Comparison: 3 similar vehicles

Owatonna, MN

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Belle Plaine, MN

UnscoredInsufficient · 3
$29,34528,430 mi

Comparison: 3 similar vehicles

Belle Plaine, MN

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Albert Lea, MN

UnscoredInsufficient · 0
$29,42357,028 mi

Albert Lea, MN

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Madelia, MN

UnscoredInsufficient · 0
$32,25031,913 mi

Madelia, MN

2014 Chevrolet Camaro 1SS

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

2014 Chevrolet Camaro 1SS

Mankato, MN

UnscoredInsufficient · 0
$32,4716,150 mi

Mankato, MN

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Mankato, MN

UnscoredInsufficient · 0
$32,90019,250 mi

Mankato, MN

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Shakopee, MN

UnscoredInsufficient · 0
$33,10011,664 mi

Shakopee, MN

2016 BMW M4 Coupe Base

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

2016 BMW M4 Coupe Base

Prior Lake, MN

Salvage title
$33,49564,827 mi

Prior Lake, MN

2016 Chevrolet Camaro 2SS

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

2016 Chevrolet Camaro 2SS

Albert Lea, MN

UnscoredInsufficient · 0
$33,50040,395 mi

Albert Lea, MN

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Waconia, MN

UnscoredLimited · 5
$34,035Mileage not verified

Comparison: 5 similar vehicles

Waconia, MN

2019 Chevrolet Camaro 2SS

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

2019 Chevrolet Camaro 2SS

Waconia, MN

UnscoredInsufficient · 0
$34,50067,427 mi

Waconia, MN

2019 Dodge Challenger Scat Pack

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

2019 Dodge Challenger Scat Pack

Mankato, MN

UnscoredInsufficient · 0
$34,70043,892 mi

Mankato, MN

2013 Chevrolet Corvette Base

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

2013 Chevrolet Corvette Base

Belle Plaine, MN

UnscoredInsufficient · 0
$35,34528,586 mi

Belle Plaine, MN

2008 Dodge Challenger SRT8

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

2008 Dodge Challenger SRT8

Waconia, MN

UnscoredInsufficient · 0
$35,850770 mi

Waconia, MN

2016 Ford Mustang GT Premium

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

2016 Ford Mustang GT Premium

Norwood Young America, MN

UnscoredInsufficient · 0
$35,99526,872 mi

Norwood Young America, MN

2017 Chevrolet Camaro 2SS

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

2017 Chevrolet Camaro 2SS

Chaska, MN

UnscoredInsufficient · 0
$36,34515,448 mi

Chaska, MN

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Jordan, MN

OverpricedLimited · 11
$42,345Mileage not verified

Market: $38,990 – $41,899

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Jordan, MN

2019 Ford Mustang GT Premium

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

2019 Ford Mustang GT Premium

Waconia, MN

UnscoredInsufficient · 0
$43,50060,766 mi

Waconia, MN

2024 Ford Mustang GT Premium

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

2024 Ford Mustang GT Premium

Mankato, MN

UnscoredInsufficient · 0
$43,68934,070 mi

Mankato, MN

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

New Prague, MN

UnscoredLimited · 6
$45,143Mileage not verified

Comparison: 6 similar vehicles

New Prague, MN

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Albert Lea, MN

UnscoredInsufficient · 0
$45,500Mileage not verified

Albert Lea, MN

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Mankato, MN

Fair PriceRobust · 78
$49,090Mileage not verified

Market: $37,096 – $51,480

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Mankato, MN

2026 Nissan Z Performance

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

2026 Nissan Z Performance

New Ulm, MN

UnscoredInsufficient · 0
$49,3301,788 mi

New Ulm, MN

2016 Dodge Challenger SRT

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

2016 Dodge Challenger SRT

Waconia, MN

UnscoredInsufficient · 0
$49,99513,275 mi

Waconia, MN

2016 Chevrolet Corvette 1LT

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

2016 Chevrolet Corvette 1LT

Belle Plaine, MN

UnscoredInsufficient · 0
$50,34545,930 mi

Belle Plaine, MN

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Albert Lea, MN

OverpricedRobust · 100
$51,480Mileage not verified

Market: $36,234 – $50,567

Comparison: 100 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Albert Lea, MN

2016 Chevrolet Corvette 3LT

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

2016 Chevrolet Corvette 3LT

Mankato, MN

UnscoredInsufficient · 0
$52,90010,132 mi

Mankato, MN

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Sleepy Eye, MN

UnscoredLimited · 9
$54,2507,161 mi

Comparison: 9 similar vehicles

Sleepy Eye, MN

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Mankato, MN

UnscoredInsufficient · 0
$57,825Mileage not verified

Mankato, MN

2018 Chevrolet Corvette 3LT

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

2018 Chevrolet Corvette 3LT

Waconia, MN

UnscoredInsufficient · 0
$57,85025,228 mi

Waconia, MN

2023 Chevrolet Corvette 2LT

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

2023 Chevrolet Corvette 2LT

Owatonna, MN

UnscoredInsufficient · 0
$59,25047,281 mi

Owatonna, 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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