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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

1,826 listings found

2012 Hyundai Tucson GLS

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

2012 Hyundai Tucson GLS

Ponca City, OK

UnscoredInsufficient · 0
$3,900187,619 mi

Ponca City, OK

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Perry, OK

UnscoredInsufficient · 0
$3,900245,987 mi

Perry, OK

2013 INFINITI QX 56

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

2013 INFINITI QX 56

Perry, OK

UnscoredInsufficient · 0
$4,599180,106 mi

Perry, OK

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Perry, OK

UnscoredInsufficient · 0
$4,794238,000 mi

Perry, OK

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Ponca City, OK

UnscoredInsufficient · 3
$4,900130,745 mi

Comparison: 3 similar vehicles

Ponca City, OK

2001 Jeep Wrangler SPORT

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

2001 Jeep Wrangler SPORT

Enid, OK

UnscoredInsufficient · 0
$5,995196,000 mi

Enid, OK

2015 Buick Encore Convenience

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

2015 Buick Encore Convenience

Enid, OK

UnscoredLimited · 7
$6,000109,588 mi

Comparison: 7 similar vehicles

Enid, OK

2008 GMC Yukon SLE1

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

2008 GMC Yukon SLE1

Enid, OK

UnscoredInsufficient · 4
$6,000239,824 mi

Comparison: 4 similar vehicles

Enid, OK

2005 Lexus RX 330

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

2005 Lexus RX 330

Enid, OK

UnscoredInsufficient · 0
$6,000200,559 mi

Enid, OK

2013 Volkswagen Touareg Sport

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

2013 Volkswagen Touareg Sport

Stillwater, OK

UnscoredInsufficient · 0
$6,453333,555 mi

Stillwater, OK

2011 Hyundai Santa Fe SE

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

2011 Hyundai Santa Fe SE

Enid, OK

UnscoredInsufficient · 0
$6,495174,000 mi

Enid, OK

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Perry, OK

UnscoredModerate · 28
$6,799186,197 mi

Comparison: 28 similar vehicles

Perry, OK

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Ponca City, OK

UnscoredLimited · 17
$6,900210,403 mi

Comparison: 17 similar vehicles

Ponca City, OK

2015 Mazda CX-5 Grand Touring

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

2015 Mazda CX-5 Grand Touring

Ponca City, OK

UnscoredLimited · 11
$6,900209,165 mi

Comparison: 11 similar vehicles

Ponca City, OK

2016 Dodge Durango SXT Plus

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

2016 Dodge Durango SXT Plus

Perry, OK

UnscoredInsufficient · 0
$6,972102,798 mi

Perry, OK

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Fairview, OK

UnscoredInsufficient · 0
$6,999161,983 mi

Fairview, OK

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Enid, OK

UnscoredLimited · 11
$7,000158,780 mi

Comparison: 11 similar vehicles

Enid, OK

2013 Jeep Grand Cherokee Overland

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

2013 Jeep Grand Cherokee Overland

Enid, OK

UnscoredInsufficient · 0
$7,000205,717 mi

Enid, OK

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Enid, OK

UnscoredInsufficient · 3
$7,490137,841 mi

Comparison: 3 similar vehicles

Enid, OK

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Perry, OK

UnscoredModerate · 23
$7,794134,306 mi

Comparison: 23 similar vehicles

Perry, OK

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Ponca City, OK

UnscoredRobust · 51
$7,900182,186 mi

Comparison: 51 similar vehicles

Ponca City, OK

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Enid, OK

UnscoredLimited · 18
$7,995133,000 mi

Comparison: 18 similar vehicles

Enid, OK

2017 Ford Escape SE

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

2017 Ford Escape SE

Enid, OK

UnscoredRobust · 82
$8,000131,234 mi

Comparison: 82 similar vehicles

Enid, OK

2013 Ford Flex SEL

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

2013 Ford Flex SEL

Enid, OK

UnscoredInsufficient · 0
$8,800163,900 mi

Enid, OK

2015 Ford Flex SEL

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

2015 Ford Flex SEL

Ponca City, OK

UnscoredInsufficient · 0
$8,900161,857 mi

Ponca City, OK

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Ponca City, OK

UnscoredLimited · 6
$8,900135,417 mi

Comparison: 6 similar vehicles

Ponca City, OK

2015 Mazda CX-5 Touring

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

2015 Mazda CX-5 Touring

Ponca City, OK

UnscoredInsufficient · 4
$8,900156,191 mi

Comparison: 4 similar vehicles

Ponca City, OK

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Enid, OK

UnscoredLimited · 12
$9,084174,804 mi

Comparison: 12 similar vehicles

Enid, OK

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Perry, OK

UnscoredLimited · 8
$9,704147,921 mi

Comparison: 8 similar vehicles

Perry, OK

2017 Jeep Grand Cherokee Laredo

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

2017 Jeep Grand Cherokee Laredo

Ponca City, OK

UnscoredInsufficient · 0
$9,900126,439 mi

Ponca City, OK

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Ponca City, OK

UnscoredModerate · 48
$9,900171,258 mi

Comparison: 48 similar vehicles

Ponca City, OK

2014 Chevrolet Traverse LTZ

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

2014 Chevrolet Traverse LTZ

Ponca City, OK

UnscoredLimited · 5
$9,900138,986 mi

Comparison: 5 similar vehicles

Ponca City, OK

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Ponca City, OK

UnscoredLimited · 6
$9,900156,156 mi

Comparison: 6 similar vehicles

Ponca City, OK

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Perry, OK

UnscoredInsufficient · 3
$9,946116,856 mi

Comparison: 3 similar vehicles

Perry, OK

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Enid, OK

UnscoredModerate · 28
$10,000167,903 mi

Comparison: 28 similar vehicles

Enid, OK

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Enid, OK

Fair PriceModerate · 40
$10,397115,412 mi

Market: $4,579 – $19,999

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

Enid, OK

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Ponca City, OK

UnscoredRobust · 130
$10,900128,845 mi

Comparison: 130 similar vehicles

Ponca City, OK

2016 Mazda CX-3 Sport

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

2016 Mazda CX-3 Sport

Ponca City, OK

UnscoredInsufficient · 0
$10,90095,497 mi

Ponca City, OK

2016 Cadillac SRX Performance Collection

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

2016 Cadillac SRX Performance Collection

Stillwater, OK

UnscoredInsufficient · 0
$10,988117,289 mi

Stillwater, OK

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Enid, OK

UnscoredLimited · 8
$11,006169,913 mi

Comparison: 8 similar vehicles

Enid, OK

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Stillwater, OK

UnscoredInsufficient · 3
$11,126143,423 mi

Comparison: 3 similar vehicles

Stillwater, OK

2018 Volkswagen Atlas SE

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

2018 Volkswagen Atlas SE

Ponca City, OK

UnscoredLimited · 7
$11,900133,841 mi

Comparison: 7 similar vehicles

Ponca City, OK

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Perry, OK

UnscoredModerate · 35
$12,000172,545 mi

Comparison: 35 similar vehicles

Perry, OK

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Perry, OK

Fair PriceModerate · 23
$12,38764,665 mi

Market: $6,900 – $21,999

Comparison: 23 similar vehicles

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

Perry, OK

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Perry, OK

UnscoredInsufficient · 3
$12,396132,834 mi

Comparison: 3 similar vehicles

Perry, OK

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Stillwater, OK

Fair PriceLimited · 14
$12,433106,081 mi

Market: $7,995 – $14,986

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Stillwater, OK

2017 Nissan Murano SL

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

2017 Nissan Murano SL

Enid, OK

UnscoredInsufficient · 3
$12,489106,209 mi

Comparison: 3 similar vehicles

Enid, OK

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Perry, OK

UnscoredLimited · 7
$12,78476,544 mi

Comparison: 7 similar vehicles

Perry, OK

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Perry, OK

UnscoredLimited · 7
$12,787106,711 mi

Comparison: 7 similar vehicles

Perry, OK

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Stillwater, OK

UnscoredInsufficient · 4
$12,988124,163 mi

Comparison: 4 similar vehicles

Stillwater, 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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