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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

1,474 listings found

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Norman, OK

UnscoredLimited · 10
$1,689198,512 mi

Comparison: 10 similar vehicles

Norman, OK

2008 Nissan Altima S

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

2008 Nissan Altima S

Oklahoma City, OK

UnscoredLimited · 11
$1,789251,198 mi

Comparison: 11 similar vehicles

Oklahoma City, OK

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Oklahoma City, OK

UnscoredInsufficient · 3
$1,789262,514 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Norman, OK

Salvage title
$1,799212,123 mi

Norman, OK

2006 Volvo S40 T5

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

2006 Volvo S40 T5

Moore, OK

UnscoredInsufficient · 0
$2,450158,348 mi

Moore, OK

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Oklahoma City, OK

UnscoredInsufficient · 0
$2,489185,503 mi

Oklahoma City, OK

2006 Volkswagen Jetta 2.0T

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

2006 Volkswagen Jetta 2.0T

Oklahoma City, OK

UnscoredInsufficient · 0
$2,500146,426 mi

Oklahoma City, OK

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Norman, OK

UnscoredInsufficient · 3
$2,799327,000 mi

Comparison: 3 similar vehicles

Norman, OK

2002 Lincoln Continental Base

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

2002 Lincoln Continental Base

Moore, OK

UnscoredInsufficient · 0
$2,950154,841 mi

Moore, OK

2006 Cadillac CTS 3.6

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

2006 Cadillac CTS 3.6

Oklahoma City, OK

UnscoredInsufficient · 3
$2,994195,025 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2015 Volkswagen Passat SE

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

2015 Volkswagen Passat SE

Okmulgee, OK

UnscoredLimited · 7
$2,995369,103 mi

Comparison: 7 similar vehicles

Okmulgee, 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

Moore, OK

UnscoredInsufficient · 3
$2,995Mileage not verified

Comparison: 3 similar vehicles

Moore, OK

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Moore, OK

UnscoredLimited · 9
$2,995Mileage not verified

Comparison: 9 similar vehicles

Moore, OK

2005 Chevrolet Malibu LS

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

2005 Chevrolet Malibu LS

Oklahoma City, OK

UnscoredInsufficient · 0
$3,160164,000 mi

Oklahoma City, OK

2011 Nissan Altima SR

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

2011 Nissan Altima SR

Moore, OK

UnscoredInsufficient · 0
$3,295152,806 mi

Moore, OK

2015 Ford Focus SE

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

2015 Ford Focus SE

Oklahoma City, OK

UnscoredModerate · 20
$3,310121,000 mi

Comparison: 20 similar vehicles

Oklahoma City, OK

2012 Chevrolet Sonic 1LS

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

2012 Chevrolet Sonic 1LS

Oklahoma City, OK

UnscoredInsufficient · 0
$3,450200,174 mi

Oklahoma City, OK

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Oklahoma City, OK

UnscoredLimited · 8
$3,489212,149 mi

Comparison: 8 similar vehicles

Oklahoma City, OK

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Moore, OK

UnscoredLimited · 10
$3,595159,732 mi

Comparison: 10 similar vehicles

Moore, OK

2001 INFINITI I30 Luxury

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

2001 INFINITI I30 Luxury

Moore, OK

UnscoredInsufficient · 0
$3,600101,200 mi

Moore, OK

2013 Chevrolet Malibu 3LT

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

2013 Chevrolet Malibu 3LT

Norman, OK

UnscoredInsufficient · 0
$3,679236,034 mi

Norman, OK

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Norman, OK

UnscoredLimited · 8
$3,689155,333 mi

Comparison: 8 similar vehicles

Norman, OK

2013 Dodge Dart Rallye

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

2013 Dodge Dart Rallye

Oklahoma City, OK

UnscoredLimited · 7
$3,750152,131 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Oklahoma City, OK

UnscoredLimited · 5
$3,750179,256 mi

Comparison: 5 similar vehicles

Oklahoma City, OK

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Oklahoma City, OK

UnscoredInsufficient · 4
$3,795180,997 mi

Comparison: 4 similar vehicles

Oklahoma City, OK

2013 Hyundai Genesis 3.8

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

2013 Hyundai Genesis 3.8

Moore, OK

UnscoredInsufficient · 3
$3,795162,293 mi

Comparison: 3 similar vehicles

Moore, OK

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Norman, OK

UnscoredModerate · 32
$3,799184,414 mi

Comparison: 32 similar vehicles

Norman, OK

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Oklahoma City, OK

UnscoredInsufficient · 3
$3,889168,253 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2012 INFINITI G Sedan 37 Journey

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

2012 INFINITI G Sedan 37 Journey

Moore, OK

UnscoredInsufficient · 4
$3,900210,200 mi

Comparison: 4 similar vehicles

Moore, OK

2009 Chevrolet Malibu 1LT

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

2009 Chevrolet Malibu 1LT

Moore, OK

Fair PriceLimited · 11
$3,900113,200 mi

Market: $3,999 – $8,995

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 419 days listed (based on current market benchmarks)

Moore, OK

2014 Nissan Maxima SV

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

2014 Nissan Maxima SV

Oklahoma City, OK

UnscoredLimited · 13
$3,950201,983 mi

Comparison: 13 similar vehicles

Oklahoma City, OK

2007 Volkswagen Jetta Wolfsburg Edition

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

2007 Volkswagen Jetta Wolfsburg Edition

Norman, OK

UnscoredInsufficient · 0
$3,950163,133 mi

Norman, OK

2007 BMW 3 Series 328i

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

2007 BMW 3 Series 328i

Oklahoma City, OK

UnscoredLimited · 12
$3,988220,488 mi

Comparison: 12 similar vehicles

Oklahoma City, OK

2002 Cadillac DeVille DTS

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

2002 Cadillac DeVille DTS

Oklahoma City, OK

Salvage title
$3,988157,871 mi

Oklahoma City, OK

2007 Ford Focus ZX4 SES

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

2007 Ford Focus ZX4 SES

Norman, OK

UnscoredInsufficient · 0
$3,989180,004 mi

Norman, OK

2016 Chevrolet Impala Limited 2FL

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

2016 Chevrolet Impala Limited 2FL

Norman, OK

UnscoredLimited · 16
$3,990160,440 mi

Comparison: 16 similar vehicles

Norman, OK

2015 Kia Optima LX

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

2015 Kia Optima LX

Moore, OK

UnscoredModerate · 25
$3,995160,881 mi

Comparison: 25 similar vehicles

Moore, OK

2012 INFINITI M 37

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

2012 INFINITI M 37

Moore, OK

UnscoredInsufficient · 0
$3,995Mileage not verified

Moore, OK

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Oklahoma City, OK

UnscoredInsufficient · 0
$3,995157,558 mi

Oklahoma City, OK

2009 Lexus ES 350

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

2009 Lexus ES 350

Midwest City, OK

UnscoredLimited · 5
$3,995191,983 mi

Comparison: 5 similar vehicles

Midwest City, OK

2005 Honda Accord EX

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

2005 Honda Accord EX

Oklahoma City, OK

UnscoredLimited · 6
$3,998193,239 mi

Comparison: 6 similar vehicles

Oklahoma City, OK

2014 Ford Taurus SE

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

2014 Ford Taurus SE

Oklahoma City, OK

UnscoredInsufficient · 3
$3,999200,674 mi

Comparison: 3 similar vehicles

Oklahoma City, OK

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Oklahoma City, OK

UnscoredInsufficient · 0
$3,999133,246 mi

Oklahoma City, OK

2012 Honda Civic LX

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

2012 Honda Civic LX

Oklahoma City, OK

UnscoredLimited · 7
$4,210160,100 mi

Comparison: 7 similar vehicles

Oklahoma City, OK

2013 Chevrolet Impala 1FL

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

2013 Chevrolet Impala 1FL

Choctaw, OK

UnscoredInsufficient · 0
$4,300170,000 mi

Choctaw, OK

2015 Nissan Sentra S

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

2015 Nissan Sentra S

Moore, OK

UnscoredLimited · 9
$4,395103,704 mi

Comparison: 9 similar vehicles

Moore, OK

2013 Cadillac ATS Premium Collection

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

2013 Cadillac ATS Premium Collection

Oklahoma City, OK

UnscoredInsufficient · 0
$4,489156,745 mi

Oklahoma City, OK

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Moore, OK

UnscoredLimited · 13
$4,495169,822 mi

Comparison: 13 similar vehicles

Moore, OK

2005 Chevrolet Classic Base

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

2005 Chevrolet Classic Base

Norman, OK

UnscoredInsufficient · 0
$4,495125,200 mi

Norman, OK

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Moore, OK

UnscoredLimited · 6
$4,50096,194 mi

Comparison: 6 similar vehicles

Moore, 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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