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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

63 listings found

2012 Mercedes-Benz C-Class C350 Sport

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

2012 Mercedes-Benz C-Class C350 Sport

Lexington, NE

UnscoredInsufficient · 0
$5,950147,123 mi

Lexington, NE

2006 Ford Mustang GT Deluxe

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

2006 Ford Mustang GT Deluxe

Kearney, NE

UnscoredInsufficient · 0
$7,287183,440 mi

Kearney, NE

2004 Ford Mustang Deluxe

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

2004 Ford Mustang Deluxe

Kearney, NE

UnscoredInsufficient · 0
$7,28799,776 mi

Kearney, NE

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Kearney, NE

UnscoredInsufficient · 0
$7,950134,398 mi

Kearney, NE

2006 BMW 6 Series 650i

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

2006 BMW 6 Series 650i

Kearney, NE

UnscoredInsufficient · 0
$8,287133,105 mi

Kearney, NE

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Lexington, NE

UnscoredInsufficient · 0
$8,995179,544 mi

Lexington, NE

2011 Honda Civic SI

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

2011 Honda Civic SI

Lexington, NE

UnscoredInsufficient · 0
$8,995214,508 mi

Lexington, NE

2016 Hyundai Genesis Coupe R-Spec

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

2016 Hyundai Genesis Coupe R-Spec

Hastings, NE

UnscoredInsufficient · 0
$9,99975,000 mi

Hastings, NE

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Kearney, NE

UnscoredInsufficient · 0
$10,287114,427 mi

Kearney, NE

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

Kearney, NE

UnscoredInsufficient · 0
$10,950129,310 mi

Kearney, NE

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Kearney, NE

UnscoredInsufficient · 0
$10,950150,736 mi

Kearney, NE

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Lexington, NE

UnscoredInsufficient · 0
$11,950152,853 mi

Lexington, NE

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

Kearney, NE

UnscoredInsufficient · 0
$11,95095,583 mi

Kearney, NE

2015 Scion tC Base

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

2015 Scion tC Base

Grand Island, NE

UnscoredInsufficient · 0
$11,995104,020 mi

Grand Island, NE

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Grand Island, NE

UnscoredInsufficient · 0
$12,95082,693 mi

Grand Island, NE

2015 Scion FR-S Base

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

2015 Scion FR-S Base

Grand Island, NE

UnscoredInsufficient · 0
$12,995133,009 mi

Grand Island, NE

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Kearney, NE

UnscoredInsufficient · 0
$13,287121,522 mi

Kearney, NE

1998 Chevrolet Camaro Z28

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

1998 Chevrolet Camaro Z28

Kearney, NE

UnscoredInsufficient · 0
$13,50081,484 mi

Kearney, NE

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Grand Island, NE

UnscoredInsufficient · 0
$13,90076,622 mi

Grand Island, NE

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Hastings, NE

UnscoredInsufficient · 3
$13,971118,678 mi

Comparison: 3 similar vehicles

Hastings, NE

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Grand Island, NE

UnscoredLimited · 6
$16,950113,425 mi

Comparison: 6 similar vehicles

Grand Island, NE

2016 Dodge Challenger R/T

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

2016 Dodge Challenger R/T

Grand Island, NE

UnscoredInsufficient · 0
$16,995156,046 mi

Grand Island, NE

2012 Dodge Challenger R/T

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

2012 Dodge Challenger R/T

Kearney, NE

UnscoredInsufficient · 0
$17,287131,505 mi

Kearney, NE

No Photo

2017 INFINITI Q60 Coupe Premium

Grand Island, NE

UnscoredLimited · 5
$19,90089,917 mi

Comparison: 5 similar vehicles

Grand Island, NE

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Hastings, NE

UnscoredInsufficient · 0
$19,99859,171 mi

Hastings, NE

2005 Bentley Continental GT Base

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

2005 Bentley Continental GT Base

Hastings, NE

UnscoredInsufficient · 0
$21,90082,802 mi

Hastings, NE

2023 Ford Mustang EcoBoost

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

2023 Ford Mustang EcoBoost

Kearney, NE

Salvage title
$21,95032,531 mi

Kearney, NE

2006 Chevrolet Corvette Base

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

2006 Chevrolet Corvette Base

Grand Island, NE

UnscoredLimited · 5
$23,28959,059 mi

Comparison: 5 similar vehicles

Grand Island, NE

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Grand Island, NE

UnscoredLimited · 6
$24,25060,020 mi

Comparison: 6 similar vehicles

Grand Island, NE

2018 Dodge Challenger R/T

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

2018 Dodge Challenger R/T

Lexington, NE

UnscoredInsufficient · 0
$24,80078,898 mi

Lexington, NE

2019 Dodge Challenger R/T

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

2019 Dodge Challenger R/T

Kearney, NE

UnscoredInsufficient · 0
$25,95046,987 mi

Kearney, NE

2016 Dodge Challenger Scat Pack

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

2016 Dodge Challenger Scat Pack

Kearney, NE

Salvage title
$25,95061,653 mi

Kearney, NE

2008 Chevrolet Corvette Base

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

2008 Chevrolet Corvette Base

Grand Island, NE

UnscoredInsufficient · 0
$26,89998,943 mi

Grand Island, NE

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Holdrege, NE

UnscoredInsufficient · 0
$26,95117,999 mi

Holdrege, NE

2018 Dodge Challenger R/T

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

2018 Dodge Challenger R/T

Grand Island, NE

UnscoredInsufficient · 0
$26,99997,253 mi

Grand Island, NE

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

Lexington, NE

UnscoredInsufficient · 0
$27,95075,265 mi

Lexington, NE

No Photo

2018 Ford Mustang GT

Grand Island, NE

UnscoredInsufficient · 0
$28,29828,502 mi

Grand Island, NE

2019 INFINITI Q60 Coupe RED SPORT

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

2019 INFINITI Q60 Coupe RED SPORT

Hastings, NE

UnscoredInsufficient · 0
$29,40873,489 mi

Hastings, NE

2020 Ford Mustang GT Premium

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

2020 Ford Mustang GT Premium

Grand Island, NE

Salvage title
$29,99510,491 mi

Grand Island, NE

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

Grand Island, NE

UnscoredInsufficient · 0
$31,99560,945 mi

Grand Island, NE

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

Grand Island, NE

UnscoredInsufficient · 0
$31,99523,235 mi

Grand Island, NE

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Hastings, NE

UnscoredInsufficient · 0
$33,97448,316 mi

Hastings, NE

2016 Dodge Challenger SRT

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

2016 Dodge Challenger SRT

Grand Island, NE

UnscoredInsufficient · 0
$35,995101,417 mi

Grand Island, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Grand Island, NE

UnscoredInsufficient · 3
$37,524Mileage not verified

Comparison: 3 similar vehicles

Grand Island, NE

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

Grand Island, NE

Fair PriceLimited · 12
$39,335Mileage not verified

Market: $37,340 – $41,317

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Grand Island, NE

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

Grand Island, NE

Fair PriceLimited · 12
$39,767Mileage not verified

Market: $37,340 – $42,134

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Grand Island, NE

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

Grand Island, NE

UnscoredInsufficient · 0
$41,135Mileage not verified

Grand Island, NE

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

Grand Island, NE

UnscoredLimited · 6
$41,835Mileage not verified

Comparison: 6 similar vehicles

Grand Island, NE

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

Grand Island, NE

UnscoredLimited · 6
$42,995Mileage not verified

Comparison: 6 similar vehicles

Grand Island, NE

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Grand Island, NE

UnscoredLimited · 9
$43,649Mileage not verified

Comparison: 9 similar vehicles

Grand Island, NE

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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