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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 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

347 listings found

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

Chickasha, OK

UnscoredLimited · 7
$4,594142,291 mi

Comparison: 7 similar vehicles

Chickasha, OK

2002 Ford Taurus SES Deluxe

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

2002 Ford Taurus SES Deluxe

Chickasha, OK

UnscoredInsufficient · 0
$4,995135,604 mi

Chickasha, OK

2000 Ford Taurus SES

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

2000 Ford Taurus SES

Lawton, OK

Salvage title
$4,995120,532 mi

Lawton, OK

2003 Chevrolet Impala Base

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

2003 Chevrolet Impala Base

Chickasha, OK

UnscoredInsufficient · 0
$4,999233,708 mi

Chickasha, OK

2018 Nissan Versa Sedan S Plus

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

2018 Nissan Versa Sedan S Plus

Duncan, OK

UnscoredLimited · 6
$5,000118,489 mi

Comparison: 6 similar vehicles

Duncan, OK

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Lawton, OK

UnscoredLimited · 11
$5,300157,634 mi

Comparison: 11 similar vehicles

Lawton, OK

2005 Buick LaCrosse CX

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

2005 Buick LaCrosse CX

Wichita Falls, TX

UnscoredInsufficient · 0
$5,500215,997 mi

Wichita Falls, TX

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Chickasha, OK

UnscoredInsufficient · 0
$5,995117,107 mi

Chickasha, OK

2011 Ford Crown Victoria Police

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

2011 Ford Crown Victoria Police

Lawton, OK

UnscoredLimited · 5
$6,450137,988 mi

Comparison: 5 similar vehicles

Lawton, OK

2014 Chevrolet Impala 1FL

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

2014 Chevrolet Impala 1FL

Lawton, OK

UnscoredLimited · 9
$6,995221,270 mi

Comparison: 9 similar vehicles

Lawton, OK

2013 Ford Focus SE

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

2013 Ford Focus SE

Lawton, OK

UnscoredModerate · 27
$6,995156,864 mi

Comparison: 27 similar vehicles

Lawton, OK

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Marlow, OK

UnscoredRobust · 63
$7,500165,572 mi

Comparison: 63 similar vehicles

Marlow, OK

2015 Ford Focus SE

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

2015 Ford Focus SE

Wichita Falls, TX

Fair PriceModerate · 32
$7,500104,039 mi

Market: $2,500 – $11,495

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Wichita Falls, TX

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Wichita Falls, TX

UnscoredLimited · 16
$7,500261,000 mi

Comparison: 16 similar vehicles

Wichita Falls, TX

2016 Nissan Maxima SL

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

2016 Nissan Maxima SL

Lawton, OK

UnscoredInsufficient · 4
$7,800167,495 mi

Comparison: 4 similar vehicles

Lawton, OK

2016 Nissan Altima S

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

2016 Nissan Altima S

Wichita Falls, TX

UnscoredModerate · 25
$7,900126,000 mi

Comparison: 25 similar vehicles

Wichita Falls, TX

2018 Ford Focus SE

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

2018 Ford Focus SE

Wichita Falls, TX

UnscoredModerate · 49
$7,999121,498 mi

Comparison: 49 similar vehicles

Wichita Falls, TX

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Lawton, OK

UnscoredModerate · 23
$8,500125,516 mi

Comparison: 23 similar vehicles

Lawton, OK

2013 Mazda MAZDA6 i Touring

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

2013 Mazda MAZDA6 i Touring

Marlow, OK

Salvage title
$8,90011,874 mi

Marlow, OK

2012 Cadillac CTS Sport Sedan Luxury Collection

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

2012 Cadillac CTS Sport Sedan Luxury Collection

Marlow, OK

UnscoredInsufficient · 0
$8,900138,565 mi

Marlow, OK

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Lawton, OK

UnscoredLimited · 19
$8,995121,582 mi

Comparison: 19 similar vehicles

Lawton, OK

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Chickasha, OK

UnscoredLimited · 9
$9,000190,302 mi

Comparison: 9 similar vehicles

Chickasha, OK

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Anadarko, OK

Fair PriceModerate · 28
$9,25067,500 mi

Market: $4,999 – $13,096

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Anadarko, OK

2007 Volkswagen Jetta 2.5

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

2007 Volkswagen Jetta 2.5

Chickasha, OK

UnscoredInsufficient · 0
$9,500139,150 mi

Chickasha, OK

2020 Kia FORTE GT-Line

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

2020 Kia FORTE GT-Line

Wichita Falls, TX

UnscoredLimited · 5
$9,950125,381 mi

Comparison: 5 similar vehicles

Wichita Falls, TX

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Lawton, OK

UnscoredLimited · 7
$9,995Mileage not verified

Comparison: 7 similar vehicles

Lawton, OK

2006 Chrysler 300 C

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

2006 Chrysler 300 C

Lawton, OK

UnscoredInsufficient · 0
$9,99599,581 mi

Lawton, OK

2012 Hyundai Sonata SE

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

2012 Hyundai Sonata SE

Chickasha, OK

UnscoredInsufficient · 0
$10,400195,784 mi

Chickasha, OK

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Chickasha, OK

OverpricedModerate · 20
$10,500143,437 mi

Market: $2,995 – $9,995

Comparison: 20 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Chickasha, OK

2013 Toyota Avalon XLE

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

2013 Toyota Avalon XLE

Marlow, OK

UnscoredLimited · 5
$10,900158,539 mi

Comparison: 5 similar vehicles

Marlow, OK

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Wichita Falls, TX

Fair PriceModerate · 29
$10,999118,229 mi

Market: $5,500 – $18,795

Comparison: 29 similar vehicles

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

Wichita Falls, TX

2012 Lexus ES 350

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

2012 Lexus ES 350

Marlow, OK

UnscoredModerate · 23
$11,000133,283 mi

Comparison: 23 similar vehicles

Marlow, OK

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Chickasha, OK

UnscoredLimited · 6
$11,000142,318 mi

Comparison: 6 similar vehicles

Chickasha, OK

2015 BMW 5 Series 528i

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

2015 BMW 5 Series 528i

Lawton, OK

Fair PriceLimited · 10
$11,389102,168 mi

Market: $8,500 – $16,495

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Lawton, OK

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Marlow, OK

Fair PriceLimited · 14
$11,500116,856 mi

Market: $7,500 – $14,214

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Marlow, OK

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Chickasha, OK

UnscoredInsufficient · 3
$11,500115,335 mi

Comparison: 3 similar vehicles

Chickasha, OK

2018 Volkswagen Passat SE

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

2018 Volkswagen Passat SE

Wichita Falls, TX

UnscoredInsufficient · 3
$11,582114,824 mi

Comparison: 3 similar vehicles

Wichita Falls, TX

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Wichita Falls, TX

UnscoredInsufficient · 0
$12,025103,334 mi

Wichita Falls, TX

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

Wichita Falls, TX

UnscoredLimited · 15
$12,162154,099 mi

Comparison: 15 similar vehicles

Wichita Falls, TX

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Marlow, OK

Fair PriceModerate · 33
$12,50099,719 mi

Market: $7,900 – $16,275

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 874 days listed (based on current market benchmarks)

Marlow, OK

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Wichita Falls, TX

Fair PriceModerate · 22
$12,50087,713 mi

Market: $4,950 – $15,988

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Wichita Falls, TX

2013 Honda Accord EX

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

2013 Honda Accord EX

Marlow, OK

UnscoredLimited · 9
$12,500108,367 mi

Comparison: 9 similar vehicles

Marlow, OK

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Lawton, OK

Fair PriceModerate · 20
$12,988102,491 mi

Market: $2,777 – $17,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Lawton, OK

2013 Mercedes-Benz C-Class C300 Sport

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

2013 Mercedes-Benz C-Class C300 Sport

Lawton, OK

UnscoredLimited · 6
$12,99592,010 mi

Comparison: 6 similar vehicles

Lawton, OK

2016 Ford Focus SE

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

2016 Ford Focus SE

Chickasha, OK

UnscoredModerate · 34
$13,000122,664 mi

Comparison: 34 similar vehicles

Chickasha, OK

2017 Nissan Maxima Platinum

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

2017 Nissan Maxima Platinum

Marlow, OK

UnscoredLimited · 9
$13,500102,793 mi

Comparison: 9 similar vehicles

Marlow, OK

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Chickasha, OK

Fair PriceModerate · 27
$13,50082,639 mi

Market: $2,999 – $13,695

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Chickasha, OK

2020 Ford Fusion S

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

2020 Ford Fusion S

Lawton, OK

Fair PriceModerate · 23
$13,99593,145 mi

Market: $5,950 – $17,795

Comparison: 23 similar vehicles

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

Lawton, OK

2017 Ford Focus SE

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

2017 Ford Focus SE

Chickasha, OK

OverpricedModerate · 27
$14,00095,397 mi

Market: $4,900 – $13,999

Comparison: 27 similar vehicles

Chickasha, OK

2015 Nissan Altima S

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

2015 Nissan Altima S

Chickasha, OK

Fair PriceRobust · 56
$14,000116,774 mi

Market: $2,800 – $15,995

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

Chickasha, 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. 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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