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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

53 listings found

2000 Chrysler Cirrus LX

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

2000 Chrysler Cirrus LX

Gering, NE

UnscoredInsufficient · 0
$2,200170,974 mi

Gering, NE

2000 Subaru Outback

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

2000 Subaru Outback

Gering, NE

UnscoredInsufficient · 0
$2,900169,686 mi

Gering, NE

1997 Lexus ES 300

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

1997 Lexus ES 300

Gering, NE

UnscoredInsufficient · 0
$3,000199,359 mi

Gering, NE

1990 Chevrolet GMT400

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

1990 Chevrolet GMT400

Gering, NE

UnscoredInsufficient · 0
$3,50039,822 mi

Gering, NE

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Gering, NE

UnscoredInsufficient · 0
$3,900190,081 mi

Gering, NE

1999 Honda CR-V EX

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

1999 Honda CR-V EX

Gering, NE

UnscoredInsufficient · 0
$4,200241,633 mi

Gering, NE

2004 Buick Park Avenue Base

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

2004 Buick Park Avenue Base

Gering, NE

UnscoredInsufficient · 0
$4,500147,354 mi

Gering, NE

1995 Lexus ES

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

1995 Lexus ES

Gering, NE

UnscoredInsufficient · 0
$4,500143,575 mi

Gering, NE

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Gering, NE

UnscoredInsufficient · 0
$4,900115,558 mi

Gering, NE

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Gering, NE

UnscoredInsufficient · 0
$4,900150,286 mi

Gering, NE

2005 Nissan Armada SE

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

2005 Nissan Armada SE

Gering, NE

UnscoredInsufficient · 0
$4,900196,939 mi

Gering, NE

1998 Ford Expedition XLT

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

1998 Ford Expedition XLT

Gering, NE

UnscoredInsufficient · 0
$4,999248,727 mi

Gering, NE

2010 Honda Accord LX

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

2010 Honda Accord LX

Gering, NE

UnscoredInsufficient · 3
$5,400207,901 mi

Comparison: 3 similar vehicles

Gering, NE

2006 Acura TL Base

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

2006 Acura TL Base

Gering, NE

UnscoredInsufficient · 0
$5,500180,280 mi

Gering, NE

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Gering, NE

UnscoredInsufficient · 0
$5,500111,346 mi

Gering, NE

2007 Nissan Titan SE

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

2007 Nissan Titan SE

Gering, NE

UnscoredInsufficient · 0
$5,900190,129 mi

Gering, NE

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Gering, NE

UnscoredInsufficient · 0
$5,900183,810 mi

Gering, NE

2003 Ford Crown Victoria Standard

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

2003 Ford Crown Victoria Standard

Gering, NE

UnscoredInsufficient · 0
$5,900115,908 mi

Gering, NE

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

Gering, NE

UnscoredInsufficient · 3
$6,000251,913 mi

Comparison: 3 similar vehicles

Gering, NE

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Gering, NE

UnscoredInsufficient · 0
$6,500133,018 mi

Gering, NE

1999 GMC Suburban SL

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

1999 GMC Suburban SL

Gering, NE

UnscoredInsufficient · 0
$6,900203,188 mi

Gering, NE

2011 Kia Sportage EX

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

2011 Kia Sportage EX

Gering, NE

UnscoredInsufficient · 0
$7,000153,700 mi

Gering, NE

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Gering, NE

Unscored
$7,300169,282 mi

Comparison: 28 similar vehicles

Gering, NE

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Gering, NE

UnscoredInsufficient · 0
$7,50099,446 mi

Gering, NE

2008 GMC Yukon XL

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

2008 GMC Yukon XL

Gering, NE

UnscoredInsufficient · 0
$7,500203,572 mi

Gering, NE

2012 Hyundai Veracruz Limited

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

2012 Hyundai Veracruz Limited

Gering, NE

UnscoredInsufficient · 0
$7,900166,242 mi

Gering, NE

2004 Chevrolet Avalanche Base

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

2004 Chevrolet Avalanche Base

Gering, NE

UnscoredInsufficient · 0
$7,900180,843 mi

Gering, NE

2007 Nissan Xterra S

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

2007 Nissan Xterra S

Gering, NE

Unscored
$7,999127,347 mi

Comparison: 7 similar vehicles

Gering, NE

2012 Jeep Grand Cherokee Overland

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

2012 Jeep Grand Cherokee Overland

Gering, NE

UnscoredInsufficient · 3
$9,500167,497 mi

Comparison: 3 similar vehicles

Gering, NE

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Gering, NE

Unscored
$15,275160,603 mi

Comparison: 72 similar vehicles

Gering, NE

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Gering, NE

Fair PriceLimited · 11
$23,82035,212 mi

Market: $20,997 – $25,244

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Gering, NE

2026 Hyundai Elantra SEL

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

2026 Hyundai Elantra SEL

Gering, NE

Fair PriceModerate · 25
$24,0755,370 mi

Market: $21,343 – $27,087

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Gering, NE

2019 RAM 1500 Classic Warlock

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

2019 RAM 1500 Classic Warlock

Gering, NE

Fair PriceLimited · 16
$26,80091,621 mi

Market: $18,950 – $29,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Gering, NE

2022 Jeep Grand Cherokee L Altitude

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

2022 Jeep Grand Cherokee L Altitude

Gering, NE

UnscoredInsufficient · 3
$27,40068,985 mi

Comparison: 3 similar vehicles

Gering, NE

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Gering, NE

Fair PriceModerate · 27
$28,12534,381 mi

Market: $22,952 – $30,794

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Gering, NE

2023 Chevrolet Camaro 2LT

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

2023 Chevrolet Camaro 2LT

Gering, NE

UnscoredInsufficient · 0
$28,55056,327 mi

Gering, NE

2025 Mazda CX-50 Premium

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

2025 Mazda CX-50 Premium

Gering, NE

Unscored
$29,47533,239 mi

Comparison: 9 similar vehicles

Gering, NE

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Gering, NE

Unscored
$29,88029,458 mi

Comparison: 8 similar vehicles

Gering, NE

2023 Nissan Pathfinder SL

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

2023 Nissan Pathfinder SL

Gering, NE

UnscoredInsufficient · 0
$30,87542,085 mi

Gering, NE

2022 Honda CR-V Touring

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

2022 Honda CR-V Touring

Gering, NE

UnscoredInsufficient · 0
$30,95050,918 mi

Gering, NE

2025 Dodge Durango GT

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

2025 Dodge Durango GT

Gering, NE

Fair PriceModerate · 20
$32,35043,512 mi

Market: $25,997 – $32,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Gering, NE

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Gering, NE

Unscored
$33,37521,203 mi

Comparison: 6 similar vehicles

Gering, NE

2026 GMC Terrain Elevation

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

2026 GMC Terrain Elevation

Gering, NE

OverpricedModerate · 23
$33,65019,056 mi

Market: $26,998 – $32,099

Comparison: 23 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Gering, NE

2023 RAM 1500 Pickup Big Horn/Lone Star

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

2023 RAM 1500 Pickup Big Horn/Lone Star

Gering, NE

Fair PriceModerate · 46
$34,23077,048 mi

Market: $24,462 – $35,758

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Gering, NE

2024 Jeep Grand Cherokee L Limited

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

2024 Jeep Grand Cherokee L Limited

Gering, NE

Unscored
$34,25047,483 mi

Comparison: 8 similar vehicles

Gering, NE

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Gering, NE

UnscoredInsufficient · 4
$41,70071,169 mi

Comparison: 4 similar vehicles

Gering, NE

2020 GMC Sierra 1500 AT4

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

2020 GMC Sierra 1500 AT4

Gering, NE

OverpricedLimited · 15
$42,60068,673 mi

Market: $29,950 – $38,992

Comparison: 15 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Gering, NE

2023 Jeep Gladiator Mojave

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

2023 Jeep Gladiator Mojave

Gering, NE

UnscoredInsufficient · 0
$47,25017,223 mi

Gering, NE

2025 Chevrolet Silverado 1500 Custom

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

2025 Chevrolet Silverado 1500 Custom

Gering, NE

UnscoredInsufficient · 0
$48,45022,733 mi

Gering, NE

2026 RAM 2500 Pickup Big Horn

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

2026 RAM 2500 Pickup Big Horn

Gering, NE

Fair PriceRobust · 140
$51,99514,051 mi

Market: $42,800 – $58,977

Comparison: 140 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Gering, 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.
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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