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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

134 listings found

2001 Buick LeSabre Custom

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

2001 Buick LeSabre Custom

Saint Joseph, MO

UnscoredInsufficient · 0
$2,198244,717 mi

Saint Joseph, MO

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Barnard, MO

UnscoredLimited · 8
$3,500178,324 mi

Comparison: 8 similar vehicles

Barnard, MO

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Barnard, MO

UnscoredInsufficient · 4
$3,995112,950 mi

Comparison: 4 similar vehicles

Barnard, MO

2012 Hyundai Sonata SE

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

2012 Hyundai Sonata SE

Barnard, MO

UnscoredInsufficient · 0
$4,250194,453 mi

Barnard, MO

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Barnard, MO

UnscoredLimited · 6
$4,250228,887 mi

Comparison: 6 similar vehicles

Barnard, MO

2002 Mercury Grand Marquis LS

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

2002 Mercury Grand Marquis LS

Barnard, MO

UnscoredInsufficient · 0
$4,250163,079 mi

Barnard, MO

2006 Lincoln Town Car Signature Limited

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

2006 Lincoln Town Car Signature Limited

Maryville, MO

UnscoredInsufficient · 0
$4,500229,988 mi

Maryville, MO

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Saint Joseph, MO

UnscoredLimited · 11
$4,900180,639 mi

Comparison: 11 similar vehicles

Saint Joseph, MO

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Barnard, MO

UnscoredInsufficient · 0
$4,900138,109 mi

Barnard, MO

2012 Chrysler 200 LX

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

2012 Chrysler 200 LX

Barnard, MO

UnscoredLimited · 7
$4,995149,181 mi

Comparison: 7 similar vehicles

Barnard, MO

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Barnard, MO

UnscoredLimited · 17
$5,500219,112 mi

Comparison: 17 similar vehicles

Barnard, MO

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Saint Joseph, MO

UnscoredModerate · 31
$5,700150,459 mi

Comparison: 31 similar vehicles

Saint Joseph, MO

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

Saint Joseph, MO

UnscoredLimited · 9
$5,990188,053 mi

Comparison: 9 similar vehicles

Saint Joseph, MO

2015 Ford Fusion Hybrid Titanium

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

2015 Ford Fusion Hybrid Titanium

Red Oak, IA

UnscoredInsufficient · 3
$5,999190,280 mi

Comparison: 3 similar vehicles

Red Oak, IA

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Saint Joseph, MO

UnscoredLimited · 9
$5,999176,642 mi

Comparison: 9 similar vehicles

Saint Joseph, MO

2010 Nissan Maxima SV

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

2010 Nissan Maxima SV

Saint Joseph, MO

UnscoredLimited · 7
$5,999195,000 mi

Comparison: 7 similar vehicles

Saint Joseph, MO

2003 Volkswagen Passat GLX

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

2003 Volkswagen Passat GLX

Falls City, NE

UnscoredInsufficient · 0
$6,35079,863 mi

Falls City, NE

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Maryville, MO

Fair PriceModerate · 32
$6,490111,866 mi

Market: $3,200 – $10,795

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Maryville, MO

2008 Buick Lucerne CXS

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

2008 Buick Lucerne CXS

Falls City, NE

UnscoredInsufficient · 0
$6,750137,456 mi

Falls City, NE

2016 Subaru Legacy 2.5i Limited

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

2016 Subaru Legacy 2.5i Limited

Barnard, MO

UnscoredInsufficient · 4
$6,995170,466 mi

Comparison: 4 similar vehicles

Barnard, MO

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Savannah, MO

UnscoredModerate · 34
$7,295149,025 mi

Comparison: 34 similar vehicles

Savannah, MO

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Saint Joseph, MO

UnscoredLimited · 7
$7,999120,185 mi

Comparison: 7 similar vehicles

Saint Joseph, MO

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Saint Joseph, MO

UnscoredInsufficient · 4
$8,200106,934 mi

Comparison: 4 similar vehicles

Saint Joseph, MO

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Saint Joseph, MO

UnscoredInsufficient · 3
$8,200132,444 mi

Comparison: 3 similar vehicles

Saint Joseph, MO

2010 Chevrolet Malibu Fleet

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

2010 Chevrolet Malibu Fleet

Shenandoah, IA

UnscoredInsufficient · 0
$8,495199,786 mi

Shenandoah, IA

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Saint Joseph, MO

Fair PriceModerate · 27
$8,500120,000 mi

Market: $5,900 – $12,319

Comparison: 27 similar vehicles

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

Saint Joseph, MO

2014 Volkswagen Passat Wolfsbug Edition

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

2014 Volkswagen Passat Wolfsbug Edition

Saint Joseph, MO

UnscoredInsufficient · 0
$8,900114,365 mi

Saint Joseph, MO

2016 Kia Optima LX

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

2016 Kia Optima LX

Saint Joseph, MO

Fair PriceLimited · 16
$8,990114,843 mi

Market: $1,995 – $16,584

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Saint Joseph, MO

2011 Ford Focus SES

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

2011 Ford Focus SES

Saint Joseph, MO

UnscoredInsufficient · 0
$8,990101,304 mi

Saint Joseph, MO

2019 Nissan Altima SR

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

2019 Nissan Altima SR

Barnard, MO

UnscoredLimited · 7
$8,995177,000 mi

Comparison: 7 similar vehicles

Barnard, MO

2009 Subaru Impreza WRX

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

2009 Subaru Impreza WRX

Saint Joseph, MO

UnscoredInsufficient · 0
$9,000144,317 mi

Saint Joseph, MO

2019 Volkswagen Jetta SEL

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

2019 Volkswagen Jetta SEL

Savannah, MO

UnscoredInsufficient · 3
$9,295169,832 mi

Comparison: 3 similar vehicles

Savannah, MO

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Saint Joseph, MO

UnscoredLimited · 12
$9,800132,491 mi

Comparison: 12 similar vehicles

Saint Joseph, MO

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Bethany, MO

UnscoredLimited · 16
$9,900136,494 mi

Comparison: 16 similar vehicles

Bethany, MO

2018 Kia Optima LX

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

2018 Kia Optima LX

Falls City, NE

UnscoredLimited · 19
$9,900137,281 mi

Comparison: 19 similar vehicles

Falls City, NE

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Saint Joseph, MO

UnscoredInsufficient · 3
$9,990101,461 mi

Comparison: 3 similar vehicles

Saint Joseph, MO

2013 Chevrolet Cruze LTZ

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

2013 Chevrolet Cruze LTZ

Maryville, MO

UnscoredLimited · 5
$9,99592,661 mi

Comparison: 5 similar vehicles

Maryville, MO

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Savannah, MO

UnscoredLimited · 12
$9,995155,704 mi

Comparison: 12 similar vehicles

Savannah, MO

2010 Subaru Impreza 2.5i Premium

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

2010 Subaru Impreza 2.5i Premium

Saint Joseph, MO

UnscoredInsufficient · 0
$10,28140,662 mi

Saint Joseph, MO

2010 Mercedes-Benz E-Class E350 Sport

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

2010 Mercedes-Benz E-Class E350 Sport

Saint Joseph, MO

UnscoredInsufficient · 0
$10,54184,898 mi

Saint Joseph, MO

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Saint Joseph, MO

UnscoredModerate · 43
$10,598140,068 mi

Comparison: 43 similar vehicles

Saint Joseph, MO

2018 Kia Optima LX

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

2018 Kia Optima LX

Saint Joseph, MO

Fair PriceLimited · 17
$10,990104,557 mi

Market: $6,999 – $12,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Saint Joseph, MO

2013 Volvo S80 3.2

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

2013 Volvo S80 3.2

Saint Joseph, MO

UnscoredInsufficient · 0
$10,990121,227 mi

Saint Joseph, MO

2008 INFINITI M 35

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

2008 INFINITI M 35

Saint Joseph, MO

UnscoredInsufficient · 0
$10,990141,271 mi

Saint Joseph, MO

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Saint Joseph, MO

OverpricedModerate · 22
$11,99098,072 mi

Market: $6,985 – $9,196

Comparison: 22 similar vehicles

Priced ~30% above the typical market range for similar vehicles (based on current market benchmarks)

Saint Joseph, MO

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Maryville, MO

Fair PriceModerate · 34
$11,990108,023 mi

Market: $5,700 – $15,995

Comparison: 34 similar vehicles

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

Maryville, MO

2012 Buick LaCrosse Premium 1

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

2012 Buick LaCrosse Premium 1

Saint Joseph, MO

UnscoredLimited · 7
$11,99068,747 mi

Comparison: 7 similar vehicles

Saint Joseph, MO

2010 Nissan Maxima SV

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

2010 Nissan Maxima SV

Saint Joseph, MO

UnscoredLimited · 7
$11,990118,946 mi

Comparison: 7 similar vehicles

Saint Joseph, MO

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

Shenandoah, IA

UnscoredLimited · 9
$11,995105,474 mi

Comparison: 9 similar vehicles

Shenandoah, IA

2020 Kia RIO S

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

2020 Kia RIO S

Falls City, NE

UnscoredInsufficient · 0
$12,00072,903 mi

Falls City, NE

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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