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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

999 listings found

No Photo

2006 Chrysler Town & Country Touring

Winnemucca, NV

UnscoredInsufficient · 0
$3,200204,102 mi

Winnemucca, NV

2016 Dodge Grand Caravan American Value Package

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

2016 Dodge Grand Caravan American Value Package

Henderson, NV

UnscoredInsufficient · 0
$3,790187,000 mi

Henderson, NV

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Las Vegas, NV

UnscoredInsufficient · 0
$4,355309,802 mi

Las Vegas, NV

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Las Vegas, NV

UnscoredInsufficient · 0
$4,80079,024 mi

Las Vegas, NV

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Carson City, NV

UnscoredLimited · 7
$4,995285,197 mi

Comparison: 7 similar vehicles

Carson City, NV

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Las Vegas, NV

UnscoredInsufficient · 0
$4,995177,695 mi

Las Vegas, NV

2004 Nissan Quest SL

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

2004 Nissan Quest SL

Las Vegas, NV

UnscoredInsufficient · 0
$4,995160,302 mi

Las Vegas, NV

2013 Honda Odyssey EX

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

2013 Honda Odyssey EX

Las Vegas, NV

UnscoredInsufficient · 0
$5,200218,799 mi

Las Vegas, NV

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Las Vegas, NV

UnscoredInsufficient · 0
$5,325Mileage not verified

Las Vegas, NV

2009 Nissan Quest S

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

2009 Nissan Quest S

Las Vegas, NV

Salvage title
$5,790135,496 mi

Las Vegas, NV

2008 Chevrolet Uplander LS

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

2008 Chevrolet Uplander LS

Las Vegas, NV

UnscoredInsufficient · 4
$5,790195,678 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Las Vegas, NV

UnscoredInsufficient · 0
$5,800156,258 mi

Las Vegas, NV

2006 Toyota Sienna XLE

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

2006 Toyota Sienna XLE

Reno, NV

UnscoredLimited · 5
$5,950161,250 mi

Comparison: 5 similar vehicles

Reno, NV

2014 Nissan Quest SV

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

2014 Nissan Quest SV

Las Vegas, NV

UnscoredInsufficient · 0
$5,995132,014 mi

Las Vegas, NV

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

Las Vegas, NV

UnscoredInsufficient · 0
$5,99570,307 mi

Las Vegas, NV

2006 Mazda MAZDA5 Sport

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

2006 Mazda MAZDA5 Sport

Carson City, NV

UnscoredInsufficient · 0
$5,995142,832 mi

Carson City, NV

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Sparks, NV

UnscoredInsufficient · 0
$5,999Mileage not verified

Sparks, NV

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Las Vegas, NV

UnscoredInsufficient · 4
$6,50093,421 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2009 Honda Odyssey Touring

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

2009 Honda Odyssey Touring

Las Vegas, NV

UnscoredInsufficient · 0
$6,690214,724 mi

Las Vegas, NV

2015 Dodge Grand Caravan SE

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

2015 Dodge Grand Caravan SE

Las Vegas, NV

UnscoredInsufficient · 0
$6,800130,660 mi

Las Vegas, NV

2015 Dodge Grand Caravan SXT

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

2015 Dodge Grand Caravan SXT

Las Vegas, NV

UnscoredInsufficient · 0
$6,900141,874 mi

Las Vegas, NV

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Las Vegas, NV

UnscoredInsufficient · 3
$6,995143,510 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2007 Chrysler Town & Country LX

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

2007 Chrysler Town & Country LX

Las Vegas, NV

UnscoredInsufficient · 0
$6,99599,671 mi

Las Vegas, NV

2008 Chevrolet Uplander LS

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

2008 Chevrolet Uplander LS

Pahrump, NV

UnscoredInsufficient · 4
$6,999110,114 mi

Comparison: 4 similar vehicles

Pahrump, NV

2009 Toyota Sienna LE

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

2009 Toyota Sienna LE

Las Vegas, NV

UnscoredInsufficient · 0
$7,273148,659 mi

Las Vegas, NV

2011 Chrysler Town & Country Limited

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

2011 Chrysler Town & Country Limited

Sparks, NV

UnscoredInsufficient · 0
$7,326146,403 mi

Sparks, NV

2010 Honda Odyssey EX

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

2010 Honda Odyssey EX

Las Vegas, NV

UnscoredInsufficient · 0
$7,457153,302 mi

Las Vegas, NV

2012 Nissan Quest S

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

2012 Nissan Quest S

Las Vegas, NV

UnscoredInsufficient · 0
$7,499104,809 mi

Las Vegas, NV

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Las Vegas, NV

UnscoredInsufficient · 4
$7,500120,543 mi

Comparison: 4 similar vehicles

Las Vegas, NV

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Las Vegas, NV

UnscoredLimited · 6
$7,500258,000 mi

Comparison: 6 similar vehicles

Las Vegas, NV

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Reno, NV

UnscoredLimited · 8
$7,660188,503 mi

Comparison: 8 similar vehicles

Reno, NV

2014 Kia Sedona LX

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

2014 Kia Sedona LX

Las Vegas, NV

UnscoredInsufficient · 0
$7,800104,570 mi

Las Vegas, NV

2012 Honda Odyssey LX

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

2012 Honda Odyssey LX

North Las Vegas, NV

UnscoredInsufficient · 0
$7,800147,460 mi

North Las Vegas, NV

2014 Kia Sedona LX

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

2014 Kia Sedona LX

Las Vegas, NV

UnscoredInsufficient · 0
$7,9008,499 mi

Las Vegas, NV

2018 Dodge Grand Caravan SE Plus

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

2018 Dodge Grand Caravan SE Plus

Reno, NV

UnscoredInsufficient · 4
$7,950134,550 mi

Comparison: 4 similar vehicles

Reno, NV

2015 Toyota Sienna SE

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

2015 Toyota Sienna SE

Las Vegas, NV

UnscoredInsufficient · 0
$7,980206,099 mi

Las Vegas, NV

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Las Vegas, NV

UnscoredLimited · 5
$7,995174,587 mi

Comparison: 5 similar vehicles

Las Vegas, NV

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Las Vegas, NV

UnscoredLimited · 5
$7,995122,843 mi

Comparison: 5 similar vehicles

Las Vegas, NV

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Las Vegas, NV

UnscoredInsufficient · 3
$7,995141,331 mi

Comparison: 3 similar vehicles

Las Vegas, NV

2006 Mercedes-Benz R-Class R350

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

2006 Mercedes-Benz R-Class R350

Carson City, NV

UnscoredInsufficient · 0
$7,995112,598 mi

Carson City, NV

2003 Dodge Grand Caravan EX

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

2003 Dodge Grand Caravan EX

Las Vegas, NV

UnscoredInsufficient · 0
$7,99595,434 mi

Las Vegas, NV

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Reno, NV

UnscoredInsufficient · 3
$7,999121,600 mi

Comparison: 3 similar vehicles

Reno, NV

2015 Chrysler Town & Country Touring-L

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

2015 Chrysler Town & Country Touring-L

Las Vegas, NV

UnscoredInsufficient · 0
$8,499124,423 mi

Las Vegas, NV

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

North Las Vegas, NV

UnscoredLimited · 6
$8,500185,867 mi

Comparison: 6 similar vehicles

North Las Vegas, NV

2005 Toyota Sienna XLE Limited

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

2005 Toyota Sienna XLE Limited

Las Vegas, NV

UnscoredInsufficient · 0
$8,598186,923 mi

Las Vegas, NV

2017 Dodge Grand Caravan SE Plus

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

2017 Dodge Grand Caravan SE Plus

Las Vegas, NV

UnscoredInsufficient · 0
$8,699129,533 mi

Las Vegas, NV

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Reno, NV

UnscoredLimited · 6
$8,823137,411 mi

Comparison: 6 similar vehicles

Reno, NV

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Las Vegas, NV

UnscoredInsufficient · 0
$8,941236,642 mi

Las Vegas, NV

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Las Vegas, NV

UnscoredInsufficient · 0
$8,948178,217 mi

Las Vegas, NV

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Las Vegas, NV

UnscoredLimited · 9
$8,988113,400 mi

Comparison: 9 similar vehicles

Las Vegas, NV

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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