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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

1,344 listings found

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Duncan, OK

UnscoredLimited · 13
$4,000205,000 mi

Comparison: 13 similar vehicles

Duncan, OK

2013 Nissan Pathfinder Platinum

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

2013 Nissan Pathfinder Platinum

Ardmore, OK

UnscoredLimited · 10
$4,390153,080 mi

Comparison: 10 similar vehicles

Ardmore, OK

2015 Dodge Journey American Value Package

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

2015 Dodge Journey American Value Package

Duncan, OK

UnscoredInsufficient · 0
$5,000185,812 mi

Duncan, OK

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Pauls Valley, OK

UnscoredLimited · 7
$5,703154,937 mi

Comparison: 7 similar vehicles

Pauls Valley, OK

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Pauls Valley, OK

UnscoredInsufficient · 4
$5,720174,070 mi

Comparison: 4 similar vehicles

Pauls Valley, OK

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Pauls Valley, OK

UnscoredInsufficient · 3
$5,794176,610 mi

Comparison: 3 similar vehicles

Pauls Valley, OK

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Madill, OK

Fair PriceLimited · 11
$6,449117,717 mi

Market: $4,490 – $9,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Madill, OK

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Lexington, OK

UnscoredLimited · 9
$6,500159,376 mi

Comparison: 9 similar vehicles

Lexington, OK

2012 Ford Explorer Base

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

2012 Ford Explorer Base

Purcell, OK

UnscoredLimited · 5
$6,950192,452 mi

Comparison: 5 similar vehicles

Purcell, 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

Pauls Valley, OK

UnscoredInsufficient · 0
$6,972102,798 mi

Pauls Valley, OK

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Ada, OK

UnscoredLimited · 13
$7,900122,836 mi

Comparison: 13 similar vehicles

Ada, OK

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Madill, OK

UnscoredLimited · 10
$7,995158,957 mi

Comparison: 10 similar vehicles

Madill, OK

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Davis, OK

UnscoredLimited · 11
$7,999147,117 mi

Comparison: 11 similar vehicles

Davis, OK

2012 Cadillac SRX Base

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

2012 Cadillac SRX Base

Purcell, OK

UnscoredInsufficient · 0
$8,111173,918 mi

Purcell, OK

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Madill, OK

Fair PriceModerate · 21
$8,249114,905 mi

Market: $3,500 – $9,900

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Madill, OK

2017 Ford Escape S

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

2017 Ford Escape S

Madill, OK

UnscoredInsufficient · 4
$8,449106,359 mi

Comparison: 4 similar vehicles

Madill, OK

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Madill, OK

UnscoredLimited · 12
$8,449140,936 mi

Comparison: 12 similar vehicles

Madill, OK

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Pauls Valley, OK

UnscoredModerate · 32
$8,797143,605 mi

Comparison: 32 similar vehicles

Pauls Valley, OK

2004 Ford Excursion Limited

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

2004 Ford Excursion Limited

Marlow, OK

UnscoredInsufficient · 0
$8,900276,961 mi

Marlow, OK

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Purcell, OK

UnscoredRobust · 51
$8,950228,181 mi

Comparison: 51 similar vehicles

Purcell, OK

2016 Mercedes-Benz GL-Class GL450

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

2016 Mercedes-Benz GL-Class GL450

Purcell, OK

UnscoredLimited · 11
$8,950217,104 mi

Comparison: 11 similar vehicles

Purcell, OK

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Davis, OK

UnscoredModerate · 44
$8,995149,877 mi

Comparison: 44 similar vehicles

Davis, OK

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Pauls Valley, OK

UnscoredLimited · 18
$8,995198,905 mi

Comparison: 18 similar vehicles

Pauls Valley, OK

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Ardmore, OK

UnscoredLimited · 6
$9,195116,561 mi

Comparison: 6 similar vehicles

Ardmore, OK

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Ardmore, OK

UnscoredLimited · 11
$9,195180,886 mi

Comparison: 11 similar vehicles

Ardmore, OK

2016 Hyundai Tucson Sport

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

2016 Hyundai Tucson Sport

Davis, OK

UnscoredLimited · 13
$9,299131,502 mi

Comparison: 13 similar vehicles

Davis, OK

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Pauls Valley, OK

UnscoredInsufficient · 4
$9,946116,856 mi

Comparison: 4 similar vehicles

Pauls Valley, OK

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Madill, OK

Fair PriceModerate · 23
$9,95688,694 mi

Market: $7,990 – $16,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 299 days listed (based on current market benchmarks)

Madill, OK

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Pauls Valley, OK

UnscoredLimited · 9
$9,995146,807 mi

Comparison: 9 similar vehicles

Pauls Valley, OK

2017 Jeep Renegade Trailhawk

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

2017 Jeep Renegade Trailhawk

Pauls Valley, OK

UnscoredLimited · 9
$9,995122,345 mi

Comparison: 9 similar vehicles

Pauls Valley, OK

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Pauls Valley, OK

UnscoredLimited · 9
$9,995124,558 mi

Comparison: 9 similar vehicles

Pauls Valley, OK

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

Davis, OK

UnscoredRobust · 66
$10,000143,488 mi

Comparison: 66 similar vehicles

Davis, OK

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Madill, OK

Fair PriceLimited · 15
$10,44995,588 mi

Market: $4,774 – $16,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Madill, OK

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Lexington, OK

UnscoredInsufficient · 4
$10,50092,615 mi

Comparison: 4 similar vehicles

Lexington, OK

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Lexington, OK

UnscoredInsufficient · 4
$10,500105,836 mi

Comparison: 4 similar vehicles

Lexington, OK

2014 GMC Acadia SLE2

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

2014 GMC Acadia SLE2

Ada, OK

UnscoredInsufficient · 4
$10,900126,405 mi

Comparison: 4 similar vehicles

Ada, OK

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Marlow, OK

UnscoredLimited · 10
$10,900136,249 mi

Comparison: 10 similar vehicles

Marlow, OK

2010 Jeep Wrangler Unlimited Sport

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

2010 Jeep Wrangler Unlimited Sport

Purcell, OK

UnscoredLimited · 14
$10,900145,184 mi

Comparison: 14 similar vehicles

Purcell, OK

2019 Lincoln MKC Select

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

2019 Lincoln MKC Select

Purcell, OK

UnscoredLimited · 9
$10,950125,337 mi

Comparison: 9 similar vehicles

Purcell, OK

No Photo

2020 Dodge Journey SE

Ardmore, OK

UnscoredInsufficient · 4
$10,995112,221 mi

Comparison: 4 similar vehicles

Ardmore, OK

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Ardmore, OK

Fair PriceModerate · 21
$10,995106,059 mi

Market: $6,999 – $20,500

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Ardmore, OK

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Ardmore, OK

Fair PriceRobust · 67
$10,995109,756 mi

Market: $4,500 – $19,999

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Ardmore, OK

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Pauls Valley, OK

UnscoredInsufficient · 3
$10,99587,877 mi

Comparison: 3 similar vehicles

Pauls Valley, OK

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Pauls Valley, OK

UnscoredInsufficient · 3
$10,995130,674 mi

Comparison: 3 similar vehicles

Pauls Valley, OK

2017 Chevrolet Traverse Premier

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

2017 Chevrolet Traverse Premier

Pauls Valley, OK

UnscoredLimited · 12
$10,995149,153 mi

Comparison: 12 similar vehicles

Pauls Valley, OK

2016 Jeep Patriot Sport SE

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

2016 Jeep Patriot Sport SE

Ardmore, OK

UnscoredLimited · 6
$10,995134,134 mi

Comparison: 6 similar vehicles

Ardmore, OK

No Photo

2016 Chevrolet Traverse 1LT

Ardmore, OK

Fair PriceModerate · 30
$10,995119,894 mi

Market: $3,999 – $18,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Ardmore, OK

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Pauls Valley, OK

UnscoredModerate · 45
$10,995131,650 mi

Comparison: 45 similar vehicles

Pauls Valley, OK

2014 GMC Terrain SLE-2

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

2014 GMC Terrain SLE-2

Ardmore, OK

OverpricedLimited · 17
$10,995119,898 mi

Market: $5,720 – $7,777

Comparison: 17 similar vehicles

Priced ~41% above the typical market range for similar vehicles (based on current market benchmarks)

Ardmore, OK

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Davis, OK

UnscoredInsufficient · 0
$10,995134,467 mi

Davis, 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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