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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

525 listings found

2004 Hyundai Santa Fe Base

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

2004 Hyundai Santa Fe Base

Pratt, KS

UnscoredInsufficient · 0
$2,500266,650 mi

Pratt, KS

2013 smart fortwo passion

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

2013 smart fortwo passion

Pratt, KS

UnscoredInsufficient · 0
$3,29860,661 mi

Pratt, KS

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

Pratt, KS

Unscored
$3,500125,840 mi

Comparison: 15 similar vehicles

Pratt, KS

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Coldwater, KS

UnscoredInsufficient · 4
$3,995129,401 mi

Comparison: 4 similar vehicles

Coldwater, KS

2013 Ford Focus SE

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

2013 Ford Focus SE

Coldwater, KS

Unscored
$3,995173,437 mi

Comparison: 5 similar vehicles

Coldwater, KS

2012 Ford Taurus Limited

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

2012 Ford Taurus Limited

Alva, OK

UnscoredInsufficient · 4
$4,498155,608 mi

Comparison: 4 similar vehicles

Alva, OK

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Coldwater, KS

UnscoredInsufficient · 0
$4,999292,000 mi

Coldwater, KS

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Coldwater, KS

UnscoredInsufficient · 0
$4,999161,785 mi

Coldwater, KS

2012 Ford Focus SE

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

2012 Ford Focus SE

Alva, OK

Unscored
$5,675118,448 mi

Comparison: 5 similar vehicles

Alva, OK

2015 Chrysler 200 C

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

2015 Chrysler 200 C

Coldwater, KS

Unscored
$5,995159,012 mi

Comparison: 17 similar vehicles

Coldwater, KS

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Coldwater, KS

Unscored
$5,999222,000 mi

Comparison: 7 similar vehicles

Coldwater, KS

2014 Dodge Journey R/T

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

2014 Dodge Journey R/T

Coldwater, KS

UnscoredInsufficient · 0
$5,999139,900 mi

Coldwater, KS

2019 Hyundai Elantra SE

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

2019 Hyundai Elantra SE

Coldwater, KS

Unscored
$6,495164,026 mi

Comparison: 8 similar vehicles

Coldwater, KS

2012 Chevrolet Volt Base

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

2012 Chevrolet Volt Base

Coldwater, KS

UnscoredInsufficient · 0
$6,50085,750 mi

Coldwater, KS

2009 Ford F-150 STX

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

2009 Ford F-150 STX

Pratt, KS

UnscoredInsufficient · 0
$6,800204,365 mi

Pratt, KS

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Alva, OK

UnscoredInsufficient · 0
$6,975128,790 mi

Alva, OK

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Coldwater, KS

UnscoredInsufficient · 0
$6,999141,000 mi

Coldwater, KS

2014 RAM 1500 Pickup Big Horn/Lone Star

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

2014 RAM 1500 Pickup Big Horn/Lone Star

Pratt, KS

Unscored
$6,999167,762 mi

Comparison: 9 similar vehicles

Pratt, KS

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Alva, OK

Unscored
$7,275246,638 mi

Comparison: 7 similar vehicles

Alva, OK

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Alva, OK

Unscored
$7,475237,203 mi

Comparison: 10 similar vehicles

Alva, OK

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Coldwater, KS

Unscored
$7,499221,537 mi

Comparison: 20 similar vehicles

Coldwater, KS

2014 Ford Expedition XL

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

2014 Ford Expedition XL

Coldwater, KS

UnscoredInsufficient · 0
$7,999156,000 mi

Coldwater, KS

2013 Subaru Impreza 2.0I Sport Premium

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

2013 Subaru Impreza 2.0I Sport Premium

Kiowa, KS

UnscoredInsufficient · 0
$7,999152,038 mi

Kiowa, KS

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Kiowa, KS

OverpricedLimited · 11
$8,49987,325 mi

Market: $5,950 – $6,703

Comparison: 11 similar vehicles

Priced ~27% above the typical market range for similar vehicles (based on current market benchmarks)

Kiowa, KS

2011 Ford F-350 Super Duty Chassis Cab XL

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

2011 Ford F-350 Super Duty Chassis Cab XL

Coldwater, KS

UnscoredInsufficient · 0
$8,500206,000 mi

Coldwater, KS

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Kiowa, KS

Fair PriceLimited · 18
$8,999107,261 mi

Market: $5,500 – $13,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Kiowa, KS

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

Coldwater, KS

Unscored
$8,999297,000 mi

Comparison: 70 similar vehicles

Coldwater, KS

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Pratt, KS

Fair PriceLimited · 12
$8,999101,576 mi

Market: $6,000 – $12,988

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Pratt, KS

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

Pratt, KS

UnscoredInsufficient · 0
$8,999179,851 mi

Pratt, KS

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Kiowa, KS

Unscored
$8,999200,582 mi

Comparison: 16 similar vehicles

Kiowa, KS

2013 GMC Sierra 1500 SLT

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

2013 GMC Sierra 1500 SLT

Alva, OK

UnscoredInsufficient · 0
$9,475164,318 mi

Alva, OK

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Alva, OK

Fair PriceLimited · 18
$9,875112,443 mi

Market: $4,010 – $18,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 639 days listed (based on current market benchmarks)

Alva, OK

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Pratt, KS

Unscored
$9,995124,452 mi

Comparison: 5 similar vehicles

Pratt, KS

2018 Buick Envision Essence

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

2018 Buick Envision Essence

Kiowa, KS

UnscoredInsufficient · 0
$9,999142,000 mi

Kiowa, KS

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Pratt, KS

Fair PriceLimited · 18
$10,01981,924 mi

Market: $5,000 – $20,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Pratt, KS

2021 Ford Escape SEL

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

2021 Ford Escape SEL

Pratt, KS

Great DealLimited · 11
$10,999104,742 mi

Market: $13,995 – $17,699

Comparison: 11 similar vehicles

Competitively priced ~21% below the typical range compared to similar vehicles · 32 days listed (based on current market benchmarks)

Pratt, KS

2017 RAM 1500 Pickup Lone Star

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

2017 RAM 1500 Pickup Lone Star

Coldwater, KS

Unscored
$10,999191,000 mi

Comparison: 7 similar vehicles

Coldwater, KS

2017 Chevrolet Suburban LT

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

2017 Chevrolet Suburban LT

Pratt, KS

Unscored
$10,999298,160 mi

Comparison: 9 similar vehicles

Pratt, KS

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Kiowa, KS

UnscoredInsufficient · 3
$11,999127,887 mi

Comparison: 3 similar vehicles

Kiowa, KS

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Alva, OK

UnscoredInsufficient · 0
$12,995108,039 mi

Alva, OK

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

Pratt, KS

Fair PriceLimited · 13
$12,999105,243 mi

Market: $11,995 – $14,997

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Pratt, KS

2021 Chevrolet Equinox Premier

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

2021 Chevrolet Equinox Premier

Pratt, KS

UnscoredInsufficient · 4
$13,995113,497 mi

Comparison: 4 similar vehicles

Pratt, KS

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Alva, OK

Fair PriceLimited · 10
$14,388104,287 mi

Market: $13,985 – $18,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Alva, OK

2019 Chevrolet Traverse Premier

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

2019 Chevrolet Traverse Premier

Harper, KS

Fair PriceLimited · 12
$14,500119,000 mi

Market: $12,600 – $28,000

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Harper, KS

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Pratt, KS

Fair PriceModerate · 40
$14,500102,016 mi

Market: $6,950 – $24,999

Comparison: 40 similar vehicles

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

Pratt, KS

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Alva, OK

Unscored
$14,500174,328 mi

Comparison: 23 similar vehicles

Alva, OK

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Alva, OK

Salvage title
$14,99592,809 mi

Alva, OK

2016 Buick LaCrosse Premium 1

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

2016 Buick LaCrosse Premium 1

Pratt, KS

UnscoredInsufficient · 0
$14,99595,027 mi

Pratt, KS

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Pratt, KS

Fair PriceLimited · 13
$14,99579,750 mi

Market: $12,990 – $17,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Pratt, KS

2020 Ford Fusion Titanium

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

2020 Ford Fusion Titanium

Pratt, KS

UnscoredInsufficient · 0
$14,99952,878 mi

Pratt, KS

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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