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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 · November 10, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

71 listings found

2011 Ford Mustang V6 Premium

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

2011 Ford Mustang V6 Premium

Fremont, NE

UnscoredInsufficient · 0
$6,950211,018 mi

Fremont, NE

1999 Ford Mustang Base

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

1999 Ford Mustang Base

Columbus, NE

UnscoredInsufficient · 0
$7,500167,146 mi

Columbus, NE

2002 Chevrolet Camaro Base

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

2002 Chevrolet Camaro Base

Fremont, NE

UnscoredInsufficient · 0
$8,75069,898 mi

Fremont, NE

2011 INFINITI G Coupe 37 Journey

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

2011 INFINITI G Coupe 37 Journey

Fremont, NE

Salvage title
$9,99595,875 mi

Fremont, NE

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Fremont, NE

UnscoredInsufficient · 4
$11,850147,000 mi

Comparison: 4 similar vehicles

Fremont, NE

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Blair, NE

Fair PriceLimited · 11
$14,49875,880 mi

Market: $10,900 – $20,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Blair, NE

2018 Dodge Challenger SXT Plus

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

2018 Dodge Challenger SXT Plus

Fremont, NE

UnscoredInsufficient · 0
$14,793125,121 mi

Fremont, NE

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

Fremont, NE

Unscored
$14,85085,000 mi

Comparison: 7 similar vehicles

Fremont, NE

2020 Honda Civic EX

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

2020 Honda Civic EX

Fremont, NE

Salvage title
$15,80065,713 mi

Fremont, NE

2001 Chevrolet Corvette Base

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

2001 Chevrolet Corvette Base

Silver Creek, NE

Unscored
$15,995111,462 mi

Comparison: 6 similar vehicles

Silver Creek, NE

2000 Chevrolet Corvette Base

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

2000 Chevrolet Corvette Base

Silver Creek, NE

UnscoredInsufficient · 0
$15,99543,375 mi

Silver Creek, NE

2010 Ford Mustang GT Premium

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

2010 Ford Mustang GT Premium

Blair, NE

UnscoredInsufficient · 0
$16,35579,173 mi

Blair, NE

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Wayne, NE

Unscored
$17,995124,305 mi

Comparison: 8 similar vehicles

Wayne, NE

2014 Dodge Challenger SRT8

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

2014 Dodge Challenger SRT8

Wahoo, NE

UnscoredInsufficient · 0
$17,999124,520 mi

Wahoo, 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

Norfolk, NE

UnscoredInsufficient · 0
$18,289116,113 mi

Norfolk, NE

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Norfolk, NE

UnscoredInsufficient · 0
$19,289117,124 mi

Norfolk, NE

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

Norfolk, NE

UnscoredInsufficient · 0
$19,79939,251 mi

Norfolk, NE

2013 Dodge Challenger R/T

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

2013 Dodge Challenger R/T

Blair, NE

UnscoredInsufficient · 4
$19,96882,642 mi

Comparison: 4 similar vehicles

Blair, NE

2012 Chevrolet Camaro 1SS

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

2012 Chevrolet Camaro 1SS

Wahoo, NE

UnscoredInsufficient · 0
$19,99065,279 mi

Wahoo, NE

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Fremont, NE

Salvage title
$19,99565,919 mi

Fremont, NE

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

Blair, NE

UnscoredInsufficient · 0
$20,37152,327 mi

Blair, NE

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Fremont, NE

Unscored
$21,80073,263 mi

Comparison: 6 similar vehicles

Fremont, 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

Fremont, NE

Salvage title
$21,99566,626 mi

Fremont, NE

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Fremont, NE

UnscoredInsufficient · 0
$22,85051,000 mi

Fremont, NE

2000 Chevrolet Camaro Z28

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

2000 Chevrolet Camaro Z28

Wahoo, NE

UnscoredInsufficient · 0
$22,99964,274 mi

Wahoo, 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

Fremont, NE

Salvage title
$24,99547,314 mi

Fremont, 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

Blair, NE

Fair PriceLimited · 11
$25,27289,485 mi

Market: $16,900 – $27,950

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 222 days listed (based on current market benchmarks)

Blair, NE

2013 Chevrolet Camaro 2SS

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

2013 Chevrolet Camaro 2SS

Wayne, NE

Salvage title
$26,99554,456 mi

Wayne, NE

2005 Pontiac GTO Base

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

2005 Pontiac GTO Base

Wayne, NE

UnscoredInsufficient · 0
$26,99533,778 mi

Wayne, NE

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

Fremont, NE

Salvage title
$28,99532,451 mi

Fremont, NE

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Wayne, NE

UnscoredInsufficient · 0
$28,99595,125 mi

Wayne, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Blair, NE

Fair PriceModerate · 21
$29,820Mileage not verified

Market: $30,521 – $37,823

Comparison: 21 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 174 days listed (based on current market benchmarks)

Blair, NE

2003 Ford Mustang Mach 1

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

2003 Ford Mustang Mach 1

Blair, NE

UnscoredInsufficient · 0
$30,49832,917 mi

Blair, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Norfolk, NE

UnscoredInsufficient · 0
$31,294Mileage not verified

Norfolk, NE

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

Wahoo, NE

UnscoredInsufficient · 0
$31,9995,054 mi

Wahoo, NE

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Wayne, NE

UnscoredInsufficient · 0
$32,1604,058 mi

Wayne, NE

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

Norfolk, NE

Great DealLimited · 15
$33,99012,909 mi

Market: $43,751 – $46,250

Comparison: 15 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 35 days listed (based on current market benchmarks)

Norfolk, NE

2018 Ford Mustang GT Premium

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

2018 Ford Mustang GT Premium

Blair, NE

OverpricedModerate · 25
$34,25038,618 mi

Market: $33,242 – $33,741

Comparison: 25 similar vehicles

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

Blair, NE

2003 Chevrolet Corvette Z06

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

2003 Chevrolet Corvette Z06

Blair, NE

UnscoredInsufficient · 0
$34,49821,376 mi

Blair, NE

2006 Chevrolet Corvette Base

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

2006 Chevrolet Corvette Base

Waterloo, NE

Unscored
$34,999119,701 mi

Comparison: 5 similar vehicles

Waterloo, NE

2012 Dodge Challenger SRT8

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

2012 Dodge Challenger SRT8

Blair, NE

UnscoredInsufficient · 0
$35,09215,168 mi

Blair, NE

2011 Cadillac CTS V

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

2011 Cadillac CTS V

Blair, NE

UnscoredInsufficient · 0
$35,49877,442 mi

Blair, NE

2015 Chevrolet Camaro 2SS

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

2015 Chevrolet Camaro 2SS

Blair, NE

UnscoredInsufficient · 0
$36,49840,602 mi

Blair, NE

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Columbus, NE

Fair PriceLimited · 14
$36,503Mileage not verified

Market: $35,234 – $43,586

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Columbus, NE

2022 Chevrolet Camaro LT1

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

2022 Chevrolet Camaro LT1

Fremont, NE

UnscoredInsufficient · 0
$37,57128,295 mi

Fremont, 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

Norfolk, NE

UnscoredInsufficient · 4
$38,809Mileage not verified

Comparison: 4 similar vehicles

Norfolk, NE

2018 Chevrolet Camaro 1SS

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

2018 Chevrolet Camaro 1SS

Blair, NE

UnscoredInsufficient · 0
$38,99840,719 mi

Blair, NE

2020 Lexus RC 350 F SPORT

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

2020 Lexus RC 350 F SPORT

Fremont, NE

UnscoredInsufficient · 0
$39,99144,191 mi

Fremont, NE

2008 Ford Mustang Shelby GT500

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

2008 Ford Mustang Shelby GT500

Blair, NE

UnscoredInsufficient · 4
$41,75613,336 mi

Comparison: 4 similar vehicles

Blair, 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

Norfolk, NE

UnscoredInsufficient · 4
$42,278Mileage not verified

Comparison: 4 similar vehicles

Norfolk, NE

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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