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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

1,076 listings found

2003 Ford Expedition Eddie Bauer

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

2003 Ford Expedition Eddie Bauer

Hinton, OK

UnscoredLimited · 5
$2,200279,000 mi

Comparison: 5 similar vehicles

Hinton, OK

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Hinton, OK

UnscoredInsufficient · 0
$2,200195,000 mi

Hinton, OK

2009 GMC Acadia SLT1

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

2009 GMC Acadia SLT1

Hinton, OK

UnscoredLimited · 5
$2,500232,000 mi

Comparison: 5 similar vehicles

Hinton, OK

2009 Jeep Patriot Sport

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

2009 Jeep Patriot Sport

Hinton, OK

UnscoredLimited · 5
$2,800131,000 mi

Comparison: 5 similar vehicles

Hinton, OK

2013 Mazda CX-9 Touring

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

2013 Mazda CX-9 Touring

Hinton, OK

UnscoredInsufficient · 4
$3,200182,000 mi

Comparison: 4 similar vehicles

Hinton, OK

2006 Toyota Highlander Hybrid

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

2006 Toyota Highlander Hybrid

Hinton, OK

UnscoredInsufficient · 0
$3,500203,000 mi

Hinton, OK

2015 Ford Expedition XLT

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

2015 Ford Expedition XLT

Elk City, OK

UnscoredInsufficient · 3
$6,950228,647 mi

Comparison: 3 similar vehicles

Elk City, OK

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

El Reno, OK

UnscoredInsufficient · 4
$7,300119,459 mi

Comparison: 4 similar vehicles

El Reno, OK

2012 Ford Expedition Limited

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

2012 Ford Expedition Limited

El Reno, OK

UnscoredInsufficient · 0
$7,699172,110 mi

El Reno, OK

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Clinton, OK

UnscoredModerate · 23
$7,900144,498 mi

Comparison: 23 similar vehicles

Clinton, OK

2012 Buick Enclave Convenience

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

2012 Buick Enclave Convenience

El Reno, OK

UnscoredInsufficient · 4
$8,577185,640 mi

Comparison: 4 similar vehicles

El Reno, OK

2020 Subaru Crosstrek Premium

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

2020 Subaru Crosstrek Premium

El Reno, OK

UnscoredLimited · 15
$8,950167,210 mi

Comparison: 15 similar vehicles

El Reno, OK

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

El Reno, OK

UnscoredLimited · 19
$8,950147,893 mi

Comparison: 19 similar vehicles

El Reno, OK

2013 Honda CR-V LX

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

2013 Honda CR-V LX

El Reno, OK

UnscoredInsufficient · 3
$8,950157,535 mi

Comparison: 3 similar vehicles

El Reno, OK

2017 Ford Edge SE

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

2017 Ford Edge SE

El Reno, OK

UnscoredLimited · 5
$9,799119,002 mi

Comparison: 5 similar vehicles

El Reno, OK

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Weatherford, OK

UnscoredModerate · 27
$9,914130,507 mi

Comparison: 27 similar vehicles

Weatherford, OK

2019 Hyundai Tucson Ultimate

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

2019 Hyundai Tucson Ultimate

El Reno, OK

UnscoredLimited · 7
$9,950129,475 mi

Comparison: 7 similar vehicles

El Reno, OK

2019 Lincoln Nautilus Base

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

2019 Lincoln Nautilus Base

El Reno, OK

UnscoredInsufficient · 0
$10,199154,923 mi

El Reno, OK

2021 Ford Escape SE

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

2021 Ford Escape SE

El Reno, OK

UnscoredInsufficient · 4
$10,294121,698 mi

Comparison: 4 similar vehicles

El Reno, OK

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Elk City, OK

UnscoredModerate · 22
$11,228120,781 mi

Comparison: 22 similar vehicles

Elk City, OK

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Cordell, OK

Fair PriceRobust · 70
$13,27984,143 mi

Market: $5,000 – $22,999

Comparison: 70 similar vehicles

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

Cordell, OK

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

Elk City, OK

UnscoredModerate · 40
$13,950233,696 mi

Comparison: 40 similar vehicles

Elk City, OK

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Anadarko, OK

Fair PriceRobust · 65
$14,09973,757 mi

Market: $8,305 – $21,145

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Anadarko, OK

2018 GMC Acadia SLT-1

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

2018 GMC Acadia SLT-1

Weatherford, OK

UnscoredLimited · 12
$14,150128,560 mi

Comparison: 12 similar vehicles

Weatherford, OK

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Elk City, OK

UnscoredRobust · 103
$14,251127,728 mi

Comparison: 103 similar vehicles

Elk City, OK

2009 Jeep Wrangler Unlimited Rubicon

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

2009 Jeep Wrangler Unlimited Rubicon

Clinton, OK

UnscoredInsufficient · 0
$14,700112,936 mi

Clinton, OK

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Elk City, OK

UnscoredModerate · 23
$15,150165,874 mi

Comparison: 23 similar vehicles

Elk City, OK

2019 Lincoln MKC Reserve

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

2019 Lincoln MKC Reserve

El Reno, OK

Fair PriceLimited · 16
$15,19999,386 mi

Market: $10,995 – $17,990

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

El Reno, OK

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Okarche, OK

Fair PriceLimited · 13
$15,521102,339 mi

Market: $10,995 – $16,274

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Okarche, OK

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

El Reno, OK

Fair PriceLimited · 11
$15,59990,336 mi

Market: $10,495 – $18,000

Comparison: 11 similar vehicles

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

El Reno, OK

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Kingfisher, OK

UnscoredInsufficient · 4
$15,889110,010 mi

Comparison: 4 similar vehicles

Kingfisher, OK

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Anadarko, OK

UnscoredLimited · 6
$15,988118,548 mi

Comparison: 6 similar vehicles

Anadarko, OK

2019 Toyota RAV4 LE

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

2019 Toyota RAV4 LE

Anadarko, OK

UnscoredRobust · 69
$15,999155,209 mi

Comparison: 69 similar vehicles

Anadarko, OK

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

El Reno, OK

UnscoredInsufficient · 0
$16,09945,971 mi

El Reno, OK

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

El Reno, OK

Fair PriceModerate · 20
$16,18475,070 mi

Market: $14,877 – $20,485

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

El Reno, OK

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Weatherford, OK

UnscoredInsufficient · 0
$16,364136,356 mi

Weatherford, OK

2017 GMC Yukon Denali

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

2017 GMC Yukon Denali

Kingfisher, OK

UnscoredLimited · 17
$16,498190,030 mi

Comparison: 17 similar vehicles

Kingfisher, OK

2020 Volkswagen Tiguan SE

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

2020 Volkswagen Tiguan SE

El Reno, OK

UnscoredInsufficient · 3
$16,58375,347 mi

Comparison: 3 similar vehicles

El Reno, OK

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Kingfisher, OK

UnscoredModerate · 38
$16,589132,819 mi

Comparison: 38 similar vehicles

Kingfisher, OK

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Elk City, OK

Fair PriceLimited · 13
$16,950107,872 mi

Market: $14,900 – $20,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Elk City, OK

2023 Chevrolet TrailBlazer LS

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

2023 Chevrolet TrailBlazer LS

Hinton, OK

UnscoredInsufficient · 0
$17,00054,862 mi

Hinton, OK

2022 Kia Seltos S

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

2022 Kia Seltos S

Okarche, OK

Fair PriceLimited · 14
$17,25362,411 mi

Market: $14,014 – $19,839

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Okarche, OK

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

Hinton, OK

Fair PriceModerate · 33
$17,500102,175 mi

Market: $14,999 – $23,995

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Hinton, OK

2020 Ford Edge ST Line

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

2020 Ford Edge ST Line

Cordell, OK

UnscoredInsufficient · 4
$17,97987,035 mi

Comparison: 4 similar vehicles

Cordell, OK

2020 Hyundai Santa Fe Limited

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

2020 Hyundai Santa Fe Limited

Anadarko, OK

UnscoredInsufficient · 4
$17,988113,820 mi

Comparison: 4 similar vehicles

Anadarko, OK

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Okarche, OK

UnscoredInsufficient · 4
$18,25098,200 mi

Comparison: 4 similar vehicles

Okarche, OK

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Elk City, OK

Fair PriceModerate · 38
$18,29259,217 mi

Market: $18,224 – $25,298

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Elk City, OK

2019 Jeep Grand Cherokee Summit

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

2019 Jeep Grand Cherokee Summit

El Reno, OK

UnscoredInsufficient · 3
$18,498149,517 mi

Comparison: 3 similar vehicles

El Reno, OK

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Okarche, OK

UnscoredInsufficient · 4
$18,50095,200 mi

Comparison: 4 similar vehicles

Okarche, OK

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Weatherford, OK

Fair PriceModerate · 43
$18,653118,648 mi

Market: $5,195 – $19,999

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 889 days listed (based on current market benchmarks)

Weatherford, OK

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 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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