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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 6, 2026

7.1M+

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

161 listings found

1998 Chevrolet Blazer Base

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

1998 Chevrolet Blazer Base

Fairbury, NE

UnscoredInsufficient · 0
$6,094248,908 mi

Fairbury, NE

1997 Cadillac DeVille

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

1997 Cadillac DeVille

Fairbury, NE

UnscoredInsufficient · 0
$6,094142,445 mi

Fairbury, NE

2011 Chevrolet Tahoe LTZ

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

2011 Chevrolet Tahoe LTZ

Fairbury, NE

Unscored
$6,983242,533 mi

Comparison: 6 similar vehicles

Fairbury, NE

2004 Chevrolet Silverado 2500HD LT

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

2004 Chevrolet Silverado 2500HD LT

Fairbury, NE

UnscoredInsufficient · 4
$8,094286,832 mi

Comparison: 4 similar vehicles

Fairbury, NE

2017 Volkswagen CC Sport

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

2017 Volkswagen CC Sport

Fairbury, NE

UnscoredInsufficient · 0
$11,094131,215 mi

Fairbury, NE

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Fairbury, NE

UnscoredInsufficient · 0
$11,094144,944 mi

Fairbury, NE

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Fairbury, NE

Unscored
$11,09499,511 mi

Comparison: 6 similar vehicles

Fairbury, NE

2013 Ford Escape SE

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

2013 Ford Escape SE

Fairbury, NE

OverpricedModerate · 27
$11,094154,866 mi

Market: $2,950 – $10,995

Comparison: 27 similar vehicles

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

Fairbury, NE

2018 Ford Escape SE

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

2018 Ford Escape SE

Fairbury, NE

Unscored
$13,094138,915 mi

Comparison: 101 similar vehicles

Fairbury, NE

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Fairbury, NE

Unscored
$13,094133,600 mi

Comparison: 15 similar vehicles

Fairbury, NE

2011 Ford F-150 Lariat

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

2011 Ford F-150 Lariat

Fairbury, NE

Unscored
$13,094200,369 mi

Comparison: 18 similar vehicles

Fairbury, NE

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Fairbury, NE

Unscored
$14,094125,357 mi

Comparison: 11 similar vehicles

Fairbury, NE

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Fairbury, NE

Unscored
$15,094156,142 mi

Comparison: 29 similar vehicles

Fairbury, NE

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Fairbury, NE

Fair PriceRobust · 201
$15,59086,426 mi

Market: $6,999 – $21,999

Comparison: 201 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Fairbury, NE

2017 GMC Yukon XL SLT

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

2017 GMC Yukon XL SLT

Fairbury, NE

UnscoredInsufficient · 0
$15,754143,299 mi

Fairbury, NE

2018 Chevrolet Suburban Premier

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

2018 Chevrolet Suburban Premier

Fairbury, NE

Unscored
$15,950193,632 mi

Comparison: 15 similar vehicles

Fairbury, NE

2020 Hyundai Tucson SE

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

2020 Hyundai Tucson SE

Fairbury, NE

Unscored
$16,094106,263 mi

Comparison: 8 similar vehicles

Fairbury, NE

2014 GMC Sierra 1500 Denali

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

2014 GMC Sierra 1500 Denali

Fairbury, NE

UnscoredInsufficient · 3
$17,094183,718 mi

Comparison: 3 similar vehicles

Fairbury, NE

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Fairbury, NE

OverpricedLimited · 13
$17,724118,068 mi

Market: $11,294 – $16,600

Comparison: 13 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Fairbury, NE

2017 Jeep Wrangler Willys Wheeler

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

2017 Jeep Wrangler Willys Wheeler

Fairbury, NE

Unscored
$18,09497,667 mi

Comparison: 9 similar vehicles

Fairbury, NE

2012 RAM 1500 Pickup Laramie

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

2012 RAM 1500 Pickup Laramie

Fairbury, NE

UnscoredInsufficient · 3
$18,094136,159 mi

Comparison: 3 similar vehicles

Fairbury, NE

2020 Mazda CX-5 Touring

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

2020 Mazda CX-5 Touring

Fairbury, NE

Unscored
$19,094101,342 mi

Comparison: 8 similar vehicles

Fairbury, NE

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Fairbury, NE

Fair PriceRobust · 184
$20,09458,432 mi

Market: $11,900 – $23,687

Comparison: 184 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Fairbury, NE

2017 RAM 1500 Pickup Laramie

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

2017 RAM 1500 Pickup Laramie

Fairbury, NE

Fair PriceRobust · 61
$20,094113,112 mi

Market: $11,995 – $35,950

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Fairbury, NE

2021 Jeep Cherokee Trailhawk

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

2021 Jeep Cherokee Trailhawk

Fairbury, NE

Fair PriceModerate · 32
$22,59472,831 mi

Market: $19,287 – $23,995

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Fairbury, NE

2019 GMC Yukon XL Denali

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

2019 GMC Yukon XL Denali

Fairbury, NE

Unscored
$22,949170,134 mi

Comparison: 41 similar vehicles

Fairbury, NE

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Fairbury, NE

Fair PriceModerate · 25
$22,98368,851 mi

Market: $21,500 – $26,749

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Fairbury, NE

2022 Hyundai Tucson Limited

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

2022 Hyundai Tucson Limited

Fairbury, NE

OverpricedLimited · 12
$23,09496,733 mi

Market: $19,144 – $22,698

Comparison: 12 similar vehicles

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

Fairbury, NE

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Fairbury, NE

Fair PriceLimited · 16
$23,87526,426 mi

Market: $20,995 – $25,794

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Fairbury, NE

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Fairbury, NE

Fair PriceModerate · 46
$24,04944,065 mi

Market: $22,899 – $28,452

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Fairbury, NE

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Fairbury, NE

Fair PriceModerate · 36
$24,09419,953 mi

Market: $20,998 – $24,290

Comparison: 36 similar vehicles

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

Fairbury, NE

2023 Jeep Grand Cherokee Altitude

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

2023 Jeep Grand Cherokee Altitude

Fairbury, NE

Fair PriceRobust · 50
$24,094103,497 mi

Market: $20,294 – $30,198

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Fairbury, NE

2021 Volkswagen Atlas Cross Sport SE

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

2021 Volkswagen Atlas Cross Sport SE

Fairbury, NE

UnscoredInsufficient · 0
$24,89445,361 mi

Fairbury, NE

2022 Chevrolet Equinox Premier

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

2022 Chevrolet Equinox Premier

Fairbury, NE

UnscoredInsufficient · 0
$24,97328,825 mi

Fairbury, NE

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Fairbury, NE

OverpricedLimited · 15
$25,09444,469 mi

Market: $17,995 – $23,250

Comparison: 15 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Fairbury, NE

2022 Ford Escape SE

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

2022 Ford Escape SE

Fairbury, NE

OverpricedLimited · 15
$25,09419,687 mi

Market: $20,494 – $22,491

Comparison: 15 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Fairbury, NE

2022 GMC Terrain Denali

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

2022 GMC Terrain Denali

Fairbury, NE

Unscored
$25,98375,078 mi

Comparison: 8 similar vehicles

Fairbury, NE

2022 Jeep Grand Cherokee L Limited

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

2022 Jeep Grand Cherokee L Limited

Fairbury, NE

Fair PriceRobust · 77
$26,09468,852 mi

Market: $21,700 – $29,094

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 227 days listed (based on current market benchmarks)

Fairbury, NE

2017 RAM 1500 Sport

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

2017 RAM 1500 Sport

Fairbury, NE

Unscored
$26,094110,857 mi

Comparison: 9 similar vehicles

Fairbury, NE

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Fairbury, NE

Fair PriceRobust · 1208
$26,185Mileage not verified

Market: $23,089 – $32,304

Comparison: 1208 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Fairbury, NE

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Fairbury, NE

UnscoredInsufficient · 3
$26,44936,217 mi

Comparison: 3 similar vehicles

Fairbury, NE

2023 Chevrolet Equinox Premier

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

2023 Chevrolet Equinox Premier

Fairbury, NE

Fair PriceLimited · 11
$26,48735,862 mi

Market: $23,170 – $26,997

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Fairbury, NE

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

Fairbury, NE

Fair PriceModerate · 24
$27,09455,056 mi

Market: $20,398 – $27,339

Comparison: 24 similar vehicles

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

Fairbury, NE

2023 Jeep Compass Limited

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

2023 Jeep Compass Limited

Fairbury, NE

Unscored
$27,09417,195 mi

Comparison: 7 similar vehicles

Fairbury, NE

2011 Ford Econoline

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

2011 Ford Econoline

Fairbury, NE

UnscoredInsufficient · 0
$27,09421,313 mi

Fairbury, NE

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Fairbury, NE

Fair PriceRobust · 301
$27,235Mileage not verified

Market: $21,134 – $32,042

Comparison: 301 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Fairbury, NE

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Fairbury, NE

Unscored
$27,475Mileage not verified

Comparison: 5 similar vehicles

Fairbury, NE

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Fairbury, NE

Unscored
$27,490Mileage not verified

Comparison: 8 similar vehicles

Fairbury, NE

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Fairbury, NE

Unscored
$27,490Mileage not verified

Comparison: 8 similar vehicles

Fairbury, NE

2016 GMC Yukon XL SLT

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

2016 GMC Yukon XL SLT

Fairbury, NE

OverpricedModerate · 28
$27,500153,000 mi

Market: $11,900 – $20,995

Comparison: 28 similar vehicles

Priced ~31% above the typical market range for similar vehicles (based on current market benchmarks)

Fairbury, 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 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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