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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 9, 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

1,694 listings found

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Vernon, TX

Unscored
$3,716133,284 mi

Comparison: 8 similar vehicles

Vernon, TX

2013 GMC Acadia SLT1

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

2013 GMC Acadia SLT1

Vernon, TX

UnscoredInsufficient · 4
$5,219164,643 mi

Comparison: 4 similar vehicles

Vernon, TX

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Bowie, TX

UnscoredInsufficient · 3
$5,500194,926 mi

Comparison: 3 similar vehicles

Bowie, TX

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Bowie, TX

Unscored
$5,750166,078 mi

Comparison: 10 similar vehicles

Bowie, TX

2013 Ford Escape SE

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

2013 Ford Escape SE

Wichita Falls, TX

Fair PriceLimited · 15
$5,995107,545 mi

Market: $3,999 – $12,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Wichita Falls, TX

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Wichita Falls, TX

UnscoredInsufficient · 4
$6,495Mileage not verified

Comparison: 4 similar vehicles

Wichita Falls, TX

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Wichita Falls, TX

UnscoredInsufficient · 4
$6,995156,156 mi

Comparison: 4 similar vehicles

Wichita Falls, TX

2014 Ford Escape S

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

2014 Ford Escape S

Jacksboro, TX

Unscored
$6,995172,500 mi

Comparison: 12 similar vehicles

Jacksboro, TX

2019 Chevrolet Equinox 2FL

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

2019 Chevrolet Equinox 2FL

Bowie, TX

Unscored
$7,000162,151 mi

Comparison: 6 similar vehicles

Bowie, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Wichita Falls, TX

Unscored
$7,500256,857 mi

Comparison: 85 similar vehicles

Wichita Falls, TX

2019 Buick Encore Sport Touring

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

2019 Buick Encore Sport Touring

Wichita Falls, TX

Unscored
$8,495120,839 mi

Comparison: 8 similar vehicles

Wichita Falls, TX

2011 Mercedes-Benz GLK-Class GLK350

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

2011 Mercedes-Benz GLK-Class GLK350

Wichita Falls, TX

Unscored
$9,677100,877 mi

Comparison: 8 similar vehicles

Wichita Falls, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Wichita Falls, TX

Unscored
$9,997130,522 mi

Comparison: 84 similar vehicles

Wichita Falls, TX

2016 Honda Pilot EX

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

2016 Honda Pilot EX

Vernon, TX

Unscored
$10,219172,121 mi

Comparison: 21 similar vehicles

Vernon, TX

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Vernon, TX

Fair PriceLimited · 16
$10,21998,454 mi

Market: $4,500 – $17,495

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Vernon, TX

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Nocona, TX

Fair PriceLimited · 12
$10,950103,735 mi

Market: $6,500 – $19,995

Comparison: 12 similar vehicles

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

Nocona, TX

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Wichita Falls, TX

Unscored
$10,988122,097 mi

Comparison: 34 similar vehicles

Wichita Falls, TX

2018 Dodge Durango SXT Plus

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

2018 Dodge Durango SXT Plus

Wichita Falls, TX

Unscored
$10,995166,973 mi

Comparison: 7 similar vehicles

Wichita Falls, TX

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Wichita Falls, TX

Fair PriceLimited · 18
$11,488105,537 mi

Market: $8,239 – $16,710

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Wichita Falls, TX

2019 Nissan Pathfinder S

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

2019 Nissan Pathfinder S

Wichita Falls, TX

Fair PriceLimited · 16
$11,500108,080 mi

Market: $6,995 – $17,990

Comparison: 16 similar vehicles

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

Wichita Falls, TX

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Wichita Falls, TX

Unscored
$11,500132,830 mi

Comparison: 32 similar vehicles

Wichita Falls, TX

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Vernon, TX

Unscored
$11,717153,730 mi

Comparison: 45 similar vehicles

Vernon, TX

2020 Hyundai Tucson Value

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

2020 Hyundai Tucson Value

Wichita Falls, TX

Unscored
$11,900106,193 mi

Comparison: 6 similar vehicles

Wichita Falls, TX

2017 FIAT 500X Lounge

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

2017 FIAT 500X Lounge

Wichita Falls, TX

UnscoredInsufficient · 0
$11,99598,526 mi

Wichita Falls, TX

2018 BMW X3 xDrive30i

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

2018 BMW X3 xDrive30i

Wichita Falls, TX

Unscored
$12,062135,530 mi

Comparison: 22 similar vehicles

Wichita Falls, TX

2019 Nissan Rogue SL

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

2019 Nissan Rogue SL

Bowie, TX

Unscored
$12,597124,121 mi

Comparison: 12 similar vehicles

Bowie, TX

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Vernon, TX

OverpricedModerate · 20
$12,71987,096 mi

Market: $3,500 – $10,900

Comparison: 20 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Vernon, TX

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Wichita Falls, TX

Unscored
$12,800230,866 mi

Comparison: 6 similar vehicles

Wichita Falls, TX

2012 Dodge Durango R/T

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

2012 Dodge Durango R/T

Wichita Falls, TX

UnscoredInsufficient · 0
$12,866107,170 mi

Wichita Falls, TX

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Wichita Falls, TX

Fair PriceRobust · 82
$12,988102,003 mi

Market: $6,550 – $20,999

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Wichita Falls, TX

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Wichita Falls, TX

Fair PriceModerate · 43
$12,988114,313 mi

Market: $9,977 – $22,750

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Wichita Falls, TX

2009 Chevrolet Suburban LTZ

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

2009 Chevrolet Suburban LTZ

Wichita Falls, TX

UnscoredInsufficient · 0
$12,995140,184 mi

Wichita Falls, TX

2020 Hyundai Kona SEL

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

2020 Hyundai Kona SEL

Wichita Falls, TX

Fair PriceLimited · 12
$13,00084,589 mi

Market: $11,718 – $16,998

Comparison: 12 similar vehicles

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

Wichita Falls, TX

2022 Nissan Kicks SR

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

2022 Nissan Kicks SR

Wichita Falls, TX

UnscoredInsufficient · 0
$13,025122,966 mi

Wichita Falls, TX

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Vernon, TX

Unscored
$13,219193,090 mi

Comparison: 12 similar vehicles

Vernon, TX

2021 Ford Escape SEL

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

2021 Ford Escape SEL

Wichita Falls, TX

Fair PriceLimited · 15
$13,22096,448 mi

Market: $5,550 – $17,846

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Wichita Falls, TX

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Wichita Falls, TX

Fair PriceModerate · 27
$13,50065,951 mi

Market: $8,900 – $17,795

Comparison: 27 similar vehicles

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

Wichita Falls, TX

2014 Mitsubishi Outlander SE

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

2014 Mitsubishi Outlander SE

Wichita Falls, TX

UnscoredInsufficient · 0
$13,500184,885 mi

Wichita Falls, TX

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Bowie, TX

Unscored
$13,664127,728 mi

Comparison: 98 similar vehicles

Bowie, TX

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Bowie, TX

Unscored
$13,750149,593 mi

Comparison: 84 similar vehicles

Bowie, TX

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Bowie, TX

Fair PriceModerate · 21
$13,800117,503 mi

Market: $7,277 – $20,795

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Bowie, TX

2019 Alfa Romeo Stelvio Sport

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

2019 Alfa Romeo Stelvio Sport

Bowie, TX

UnscoredInsufficient · 0
$13,80061,979 mi

Bowie, TX

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Bowie, TX

Fair PriceRobust · 60
$13,800105,159 mi

Market: $6,950 – $24,999

Comparison: 60 similar vehicles

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

Bowie, TX

2019 Buick Encore Sport Touring

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

2019 Buick Encore Sport Touring

Wichita Falls, TX

Unscored
$13,82489,864 mi

Comparison: 7 similar vehicles

Wichita Falls, TX

2018 Buick Enclave Premium

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

2018 Buick Enclave Premium

Wichita Falls, TX

Unscored
$13,950126,526 mi

Comparison: 15 similar vehicles

Wichita Falls, TX

2018 Lincoln MKX Reserve

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

2018 Lincoln MKX Reserve

Wichita Falls, TX

Fair PriceModerate · 22
$13,988110,740 mi

Market: $10,924 – $17,995

Comparison: 22 similar vehicles

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

Wichita Falls, TX

2022 Nissan Kicks S

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

2022 Nissan Kicks S

Wichita Falls, TX

Fair PriceLimited · 14
$13,99783,911 mi

Market: $11,390 – $16,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Wichita Falls, TX

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Wichita Falls, TX

Fair PriceModerate · 41
$13,999103,378 mi

Market: $8,888 – $21,998

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Wichita Falls, TX

2017 Lincoln Navigator Reserve

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

2017 Lincoln Navigator Reserve

Bowie, TX

UnscoredInsufficient · 0
$14,499153,662 mi

Bowie, TX

2015 GMC Yukon XL Denali

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

2015 GMC Yukon XL Denali

Wichita Falls, TX

Unscored
$14,499146,890 mi

Comparison: 19 similar vehicles

Wichita Falls, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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