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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

295 listings found

2015 Volkswagen Passat SE

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

2015 Volkswagen Passat SE

Okmulgee, OK

Unscored
$2,995369,103 mi

Comparison: 10 similar vehicles

Okmulgee, OK

2007 Kia Rondo LX

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

2007 Kia Rondo LX

Okmulgee, OK

UnscoredInsufficient · 0
$2,995220,747 mi

Okmulgee, OK

2017 Buick Envision Essence

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

2017 Buick Envision Essence

Okmulgee, OK

Unscored
$5,995178,000 mi

Comparison: 15 similar vehicles

Okmulgee, OK

2000 GMC Sierra SL

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

2000 GMC Sierra SL

Okmulgee, OK

UnscoredInsufficient · 3
$6,995272,953 mi

Comparison: 3 similar vehicles

Okmulgee, OK

2003 Chevrolet Monte Carlo SS

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

2003 Chevrolet Monte Carlo SS

Okmulgee, OK

UnscoredInsufficient · 0
$7,500137,485 mi

Okmulgee, OK

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Okmulgee, OK

UnscoredInsufficient · 4
$7,995132,862 mi

Comparison: 4 similar vehicles

Okmulgee, OK

2004 Ford Explorer XLS

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

2004 Ford Explorer XLS

Okmulgee, OK

UnscoredInsufficient · 0
$8,50054,076 mi

Okmulgee, OK

2009 INFINITI G Sedan 37x

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

2009 INFINITI G Sedan 37x

Okmulgee, OK

UnscoredInsufficient · 3
$9,488114,860 mi

Comparison: 3 similar vehicles

Okmulgee, OK

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Okmulgee, OK

Unscored
$9,900150,337 mi

Comparison: 28 similar vehicles

Okmulgee, OK

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Okmulgee, OK

UnscoredInsufficient · 3
$10,500166,667 mi

Comparison: 3 similar vehicles

Okmulgee, OK

2013 Honda Accord EX

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

2013 Honda Accord EX

Okmulgee, OK

Unscored
$10,900152,973 mi

Comparison: 7 similar vehicles

Okmulgee, OK

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Okmulgee, OK

Unscored
$11,500141,923 mi

Comparison: 18 similar vehicles

Okmulgee, OK

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Okmulgee, OK

UnscoredInsufficient · 3
$12,500126,398 mi

Comparison: 3 similar vehicles

Okmulgee, OK

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

Okmulgee, OK

Unscored
$12,900213,417 mi

Comparison: 16 similar vehicles

Okmulgee, OK

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Okmulgee, OK

UnscoredInsufficient · 4
$13,900239,023 mi

Comparison: 4 similar vehicles

Okmulgee, OK

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Okmulgee, OK

Unscored
$13,900189,799 mi

Comparison: 53 similar vehicles

Okmulgee, OK

2007 Dodge Ram 3500 Pickup SLT

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

2007 Dodge Ram 3500 Pickup SLT

Okmulgee, OK

Unscored
$13,900273,722 mi

Comparison: 8 similar vehicles

Okmulgee, OK

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Okmulgee, OK

Unscored
$13,971131,815 mi

Comparison: 14 similar vehicles

Okmulgee, OK

2020 Kia Soul LX

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

2020 Kia Soul LX

Okmulgee, OK

Unscored
$14,500112,573 mi

Comparison: 6 similar vehicles

Okmulgee, OK

2021 Jeep Cherokee Altitude

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

2021 Jeep Cherokee Altitude

Okmulgee, OK

Fair PriceModerate · 21
$14,900106,247 mi

Market: $9,413 – $18,000

Comparison: 21 similar vehicles

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

Okmulgee, OK

2015 GMC Yukon SLT

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

2015 GMC Yukon SLT

Okmulgee, OK

Unscored
$14,900199,569 mi

Comparison: 30 similar vehicles

Okmulgee, OK

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Okmulgee, OK

Unscored
$14,900161,802 mi

Comparison: 8 similar vehicles

Okmulgee, OK

2021 Volkswagen Tiguan SE

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

2021 Volkswagen Tiguan SE

Okmulgee, OK

Fair PriceModerate · 46
$14,99582,808 mi

Market: $11,000 – $26,995

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Okmulgee, OK

2020 Jeep Compass Trailhawk

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

2020 Jeep Compass Trailhawk

Okmulgee, OK

Great DealLimited · 18
$14,99597,462 mi

Market: $15,899 – $19,898

Comparison: 18 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 157 days listed (based on current market benchmarks)

Okmulgee, OK

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Okmulgee, OK

Unscored
$15,500122,855 mi

Comparison: 7 similar vehicles

Okmulgee, OK

2019 GMC Acadia SLE-1

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

2019 GMC Acadia SLE-1

Okmulgee, OK

Fair PriceModerate · 45
$15,500105,785 mi

Market: $9,224 – $19,590

Comparison: 45 similar vehicles

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

Okmulgee, OK

2014 Nissan Frontier SV

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

2014 Nissan Frontier SV

Okmulgee, OK

UnscoredInsufficient · 4
$15,500108,560 mi

Comparison: 4 similar vehicles

Okmulgee, OK

2010 Jeep Wrangler Unlimited Sahara

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

2010 Jeep Wrangler Unlimited Sahara

Okmulgee, OK

Unscored
$15,900123,856 mi

Comparison: 8 similar vehicles

Okmulgee, OK

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Okmulgee, OK

Unscored
$16,500164,662 mi

Comparison: 8 similar vehicles

Okmulgee, OK

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Okmulgee, OK

Unscored
$16,500215,627 mi

Comparison: 13 similar vehicles

Okmulgee, OK

2012 Ford F-150 FX4

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

2012 Ford F-150 FX4

Okmulgee, OK

OverpricedLimited · 11
$16,500163,231 mi

Market: $8,995 – $15,500

Comparison: 11 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Okmulgee, OK

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Okmulgee, OK

UnscoredInsufficient · 3
$16,900116,112 mi

Comparison: 3 similar vehicles

Okmulgee, OK

2015 RAM 1500 Pickup Laramie Longhorn

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

2015 RAM 1500 Pickup Laramie Longhorn

Okmulgee, OK

Unscored
$16,900173,477 mi

Comparison: 13 similar vehicles

Okmulgee, OK

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Okmulgee, OK

Unscored
$16,900214,970 mi

Comparison: 14 similar vehicles

Okmulgee, OK

2023 Chevrolet Equinox 1FL

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

2023 Chevrolet Equinox 1FL

Okmulgee, OK

Fair PriceModerate · 21
$17,500113,967 mi

Market: $12,995 – $22,079

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Okmulgee, OK

2022 Buick Encore GX Select

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

2022 Buick Encore GX Select

Okmulgee, OK

Fair PriceModerate · 43
$17,500103,876 mi

Market: $14,798 – $21,137

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Okmulgee, OK

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Okmulgee, OK

Unscored
$17,500114,748 mi

Comparison: 7 similar vehicles

Okmulgee, OK

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Okmulgee, OK

Unscored
$17,500162,912 mi

Comparison: 6 similar vehicles

Okmulgee, OK

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Okmulgee, OK

Fair PriceModerate · 49
$18,500111,805 mi

Market: $13,299 – $24,099

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Okmulgee, OK

2021 Chrysler 300 S

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

2021 Chrysler 300 S

Okmulgee, OK

Unscored
$18,500118,798 mi

Comparison: 19 similar vehicles

Okmulgee, OK

2019 Chevrolet Silverado 1500 RST

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

2019 Chevrolet Silverado 1500 RST

Okmulgee, OK

Unscored
$18,500186,601 mi

Comparison: 83 similar vehicles

Okmulgee, OK

2017 Ford F-150 Lariat

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

2017 Ford F-150 Lariat

Okmulgee, OK

Unscored
$18,900177,137 mi

Comparison: 5 similar vehicles

Okmulgee, OK

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Okmulgee, OK

UnscoredInsufficient · 3
$18,995137,434 mi

Comparison: 3 similar vehicles

Okmulgee, OK

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Okmulgee, OK

OverpricedLimited · 11
$19,10378,157 mi

Market: $16,690 – $17,980

Comparison: 11 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Okmulgee, OK

2019 GMC Acadia Denali

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

2019 GMC Acadia Denali

Okmulgee, OK

Unscored
$19,500125,626 mi

Comparison: 42 similar vehicles

Okmulgee, OK

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Okmulgee, OK

UnscoredInsufficient · 3
$19,503121,088 mi

Comparison: 3 similar vehicles

Okmulgee, OK

2021 RAM 1500 Classic SLT

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

2021 RAM 1500 Classic SLT

Okmulgee, OK

Fair PriceModerate · 39
$19,888113,727 mi

Market: $11,995 – $27,999

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Okmulgee, OK

2020 RAM 1500 Classic Warlock

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

2020 RAM 1500 Classic Warlock

Okmulgee, OK

Unscored
$19,900173,277 mi

Comparison: 14 similar vehicles

Okmulgee, OK

2016 RAM 3500 Pickup Tradesman

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

2016 RAM 3500 Pickup Tradesman

Okmulgee, OK

Unscored
$19,900312,329 mi

Comparison: 6 similar vehicles

Okmulgee, OK

2024 Volkswagen Taos SE

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

2024 Volkswagen Taos SE

Okmulgee, OK

Fair PriceLimited · 10
$19,95755,646 mi

Market: $19,005 – $20,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Okmulgee, OK

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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