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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

302 listings found

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Duncan, OK

UnscoredLimited · 8
$3,500204,000 mi

Comparison: 8 similar vehicles

Duncan, 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
$4,500118,489 mi

Comparison: 6 similar vehicles

Duncan, OK

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

2012 Toyota Camry LE Hybrid

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

2012 Toyota Camry LE Hybrid

Pauls Valley, OK

UnscoredInsufficient · 0
$4,599220,208 mi

Pauls Valley, 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

2001 Mercury Grand Marquis GS

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

2001 Mercury Grand Marquis GS

Lawton, OK

UnscoredInsufficient · 0
$4,995201,000 mi

Lawton, 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

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

2019 Kia Optima LX

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

2019 Kia Optima LX

Purcell, OK

UnscoredModerate · 25
$5,900125,591 mi

Comparison: 25 similar vehicles

Purcell, 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 · 28
$5,995212,245 mi

Comparison: 28 similar vehicles

Lawton, OK

2012 Buick LaCrosse Premium 2

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

2012 Buick LaCrosse Premium 2

Pauls Valley, OK

UnscoredInsufficient · 0
$5,995166,877 mi

Pauls Valley, OK

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Pauls Valley, OK

UnscoredLimited · 14
$5,995190,256 mi

Comparison: 14 similar vehicles

Pauls Valley, OK

2006 Lexus ES 330

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

2006 Lexus ES 330

Lawton, OK

UnscoredInsufficient · 0
$5,995245,563 mi

Lawton, OK

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

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Pauls Valley, OK

UnscoredModerate · 21
$6,099158,408 mi

Comparison: 21 similar vehicles

Pauls Valley, 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 · 28
$6,995156,864 mi

Comparison: 28 similar vehicles

Lawton, OK

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Pauls Valley, OK

UnscoredInsufficient · 0
$6,995165,921 mi

Pauls Valley, OK

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Davis, OK

Fair PriceRobust · 74
$7,250110,619 mi

Market: $6,999 – $20,999

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Davis, OK

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Lawton, OK

UnscoredRobust · 64
$7,495196,902 mi

Comparison: 64 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 · 59
$7,500165,572 mi

Comparison: 59 similar vehicles

Marlow, OK

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

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

Pauls Valley, OK

UnscoredInsufficient · 0
$7,98948,102 mi

Pauls Valley, OK

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Ardmore, OK

UnscoredLimited · 13
$8,195135,412 mi

Comparison: 13 similar vehicles

Ardmore, OK

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Lexington, OK

Fair PriceLimited · 16
$8,250112,355 mi

Market: $5,995 – $16,500

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 922 days listed (based on current market benchmarks)

Lexington, OK

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 · 21
$8,500125,516 mi

Comparison: 21 similar vehicles

Lawton, 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

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Pauls Valley, OK

UnscoredRobust · 64
$8,995136,778 mi

Comparison: 64 similar vehicles

Pauls Valley, 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

2015 Dodge Charger SXT

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

2015 Dodge Charger SXT

Pauls Valley, OK

UnscoredModerate · 42
$9,072192,364 mi

Comparison: 42 similar vehicles

Pauls Valley, 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 · 27
$9,25067,500 mi

Market: $4,999 – $13,096

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 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 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Blanchard, OK

Fair PriceLimited · 16
$9,924111,656 mi

Market: $8,450 – $13,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Blanchard, OK

2019 Chevrolet Sonic Premier

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

2019 Chevrolet Sonic Premier

Pauls Valley, OK

UnscoredLimited · 5
$9,995131,864 mi

Comparison: 5 similar vehicles

Pauls Valley, OK

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

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Lexington, OK

Fair PriceRobust · 108
$10,000105,515 mi

Market: $5,995 – $21,995

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Lexington, OK

2018 Nissan Sentra SR

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

2018 Nissan Sentra SR

Ardmore, OK

Fair PriceLimited · 17
$10,19596,658 mi

Market: $8,299 – $12,500

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Ardmore, OK

2019 Hyundai Elantra Value Edition

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

2019 Hyundai Elantra Value Edition

Pauls Valley, OK

UnscoredLimited · 6
$10,299112,052 mi

Comparison: 6 similar vehicles

Pauls Valley, 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

2022 Nissan Versa Sedan S

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

2022 Nissan Versa Sedan S

Purcell, OK

UnscoredInsufficient · 3
$10,576118,727 mi

Comparison: 3 similar vehicles

Purcell, OK

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Pauls Valley, OK

Fair PriceLimited · 18
$10,724112,384 mi

Market: $4,998 – $16,900

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Pauls Valley, OK

2002 Lincoln Town Car Executive

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

2002 Lincoln Town Car Executive

Pauls Valley, OK

UnscoredInsufficient · 0
$10,79464,371 mi

Pauls Valley, OK

2014 Dodge Charger SE

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

2014 Dodge Charger SE

Purcell, OK

Fair PriceModerate · 23
$10,900110,522 mi

Market: $4,277 – $18,900

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Purcell, 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

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Davis, OK

Fair PriceModerate · 26
$10,99597,338 mi

Market: $4,950 – $15,988

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Davis, 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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