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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

2,557 listings found

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Phoenix, AZ

UnscoredLimited · 5
$2,900161,168 mi

Comparison: 5 similar vehicles

Phoenix, AZ

2014 Dodge Grand Caravan SE

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

2014 Dodge Grand Caravan SE

Phoenix, AZ

UnscoredInsufficient · 4
$2,900153,544 mi

Comparison: 4 similar vehicles

Phoenix, AZ

2005 Chevrolet Uplander Base

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

2005 Chevrolet Uplander Base

Mesa, AZ

UnscoredInsufficient · 0
$2,900226,000 mi

Mesa, AZ

2016 Nissan Quest SV

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

2016 Nissan Quest SV

Phoenix, AZ

UnscoredInsufficient · 0
$2,975159,453 mi

Phoenix, AZ

2005 Chrysler Town & Country Touring

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

2005 Chrysler Town & Country Touring

Mesa, AZ

UnscoredInsufficient · 0
$2,980218,868 mi

Mesa, AZ

2001 Mazda MPV DX

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

2001 Mazda MPV DX

Yuma, AZ

UnscoredInsufficient · 0
$2,997201,817 mi

Yuma, AZ

2005 Chrysler Town & Country Base

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

2005 Chrysler Town & Country Base

Phoenix, AZ

UnscoredInsufficient · 0
$3,495164,072 mi

Phoenix, AZ

2009 Honda Odyssey EX

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

2009 Honda Odyssey EX

Tucson, AZ

UnscoredInsufficient · 0
$3,500209,633 mi

Tucson, AZ

2004 Ford Freestar SES

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

2004 Ford Freestar SES

Phoenix, AZ

UnscoredInsufficient · 0
$3,500125,200 mi

Phoenix, AZ

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Phoenix, AZ

UnscoredLimited · 13
$3,900195,988 mi

Comparison: 13 similar vehicles

Phoenix, AZ

2007 Dodge Grand Caravan SE

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

2007 Dodge Grand Caravan SE

Chandler, AZ

UnscoredInsufficient · 0
$3,900180,746 mi

Chandler, AZ

2004 Chrysler Town & Country Limited

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

2004 Chrysler Town & Country Limited

Chandler, AZ

UnscoredInsufficient · 0
$3,900161,193 mi

Chandler, AZ

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

Chandler, AZ

UnscoredInsufficient · 0
$3,900174,806 mi

Chandler, AZ

2014 Kia Sedona LX

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

2014 Kia Sedona LX

Mesa, AZ

UnscoredInsufficient · 0
$3,995166,535 mi

Mesa, AZ

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Phoenix, AZ

UnscoredInsufficient · 0
$3,995176,778 mi

Phoenix, AZ

2006 Honda Odyssey Touring

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

2006 Honda Odyssey Touring

Yuma, AZ

UnscoredInsufficient · 0
$3,995201,107 mi

Yuma, AZ

2005 Chrysler Pacifica Touring

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

2005 Chrysler Pacifica Touring

Tempe, AZ

UnscoredInsufficient · 0
$3,995126,345 mi

Tempe, AZ

2003 Toyota Sienna XLE

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

2003 Toyota Sienna XLE

Somerton, AZ

UnscoredInsufficient · 0
$3,995223,563 mi

Somerton, AZ

1997 Nissan Quest XE

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

1997 Nissan Quest XE

Somerton, AZ

UnscoredInsufficient · 0
$3,995110,015 mi

Somerton, AZ

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Yuma, AZ

UnscoredLimited · 5
$3,997227,532 mi

Comparison: 5 similar vehicles

Yuma, AZ

2005 Chrysler Town & Country LX

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

2005 Chrysler Town & Country LX

Yuma, AZ

UnscoredInsufficient · 0
$3,997170,281 mi

Yuma, AZ

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

El Mirage, AZ

UnscoredInsufficient · 0
$3,999242,822 mi

El Mirage, AZ

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Phoenix, AZ

UnscoredInsufficient · 0
$4,000175,710 mi

Phoenix, AZ

2003 Chrysler Town & Country Base

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

2003 Chrysler Town & Country Base

Sierra Vista, AZ

UnscoredInsufficient · 0
$4,477213,319 mi

Sierra Vista, AZ

2006 Mazda MAZDA5 Sport

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

2006 Mazda MAZDA5 Sport

Tucson, AZ

UnscoredInsufficient · 0
$4,488146,000 mi

Tucson, AZ

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Phoenix, AZ

UnscoredInsufficient · 0
$4,495177,208 mi

Phoenix, AZ

2007 Chrysler Pacifica Limited

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

2007 Chrysler Pacifica Limited

Phoenix, AZ

UnscoredInsufficient · 0
$4,500190,061 mi

Phoenix, AZ

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Phoenix, AZ

UnscoredInsufficient · 0
$4,750143,000 mi

Phoenix, AZ

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Tucson, AZ

UnscoredInsufficient · 3
$4,800195,400 mi

Comparison: 3 similar vehicles

Tucson, AZ

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Tucson, AZ

UnscoredInsufficient · 3
$4,899260,645 mi

Comparison: 3 similar vehicles

Tucson, AZ

2018 Dodge Grand Caravan SE

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

2018 Dodge Grand Caravan SE

Phoenix, AZ

UnscoredLimited · 15
$4,900124,347 mi

Comparison: 15 similar vehicles

Phoenix, AZ

2011 Honda Odyssey EX

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

2011 Honda Odyssey EX

Chandler, AZ

UnscoredInsufficient · 0
$4,900242,684 mi

Chandler, AZ

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

Globe, AZ

UnscoredLimited · 8
$4,950236,541 mi

Comparison: 8 similar vehicles

Globe, AZ

2013 Chrysler Town & Country Touring

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

2013 Chrysler Town & Country Touring

Tucson, AZ

UnscoredLimited · 7
$4,988124,000 mi

Comparison: 7 similar vehicles

Tucson, AZ

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

Apache Junction, AZ

UnscoredInsufficient · 0
$4,995121,073 mi

Apache Junction, AZ

2005 Toyota Sienna XLE

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

2005 Toyota Sienna XLE

Phoenix, AZ

UnscoredInsufficient · 0
$4,995253,620 mi

Phoenix, AZ

2004 Toyota Sienna LE

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

2004 Toyota Sienna LE

Casa Grande, AZ

UnscoredInsufficient · 0
$4,995191,263 mi

Casa Grande, AZ

1999 Toyota Sienna CE

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

1999 Toyota Sienna CE

Somerton, AZ

UnscoredInsufficient · 0
$4,995150,000 mi

Somerton, AZ

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Yuma, AZ

UnscoredInsufficient · 3
$4,997173,759 mi

Comparison: 3 similar vehicles

Yuma, AZ

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Yuma, AZ

UnscoredInsufficient · 3
$4,997176,965 mi

Comparison: 3 similar vehicles

Yuma, AZ

2015 Kia Sedona L

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

2015 Kia Sedona L

Phoenix, AZ

UnscoredInsufficient · 0
$4,999180,185 mi

Phoenix, AZ

2013 Honda Odyssey EX

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

2013 Honda Odyssey EX

Phoenix, AZ

UnscoredInsufficient · 0
$4,999205,000 mi

Phoenix, AZ

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Phoenix, AZ

UnscoredInsufficient · 4
$4,999112,421 mi

Comparison: 4 similar vehicles

Phoenix, AZ

2009 Volkswagen Routan SEL

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

2009 Volkswagen Routan SEL

Phoenix, AZ

UnscoredInsufficient · 0
$4,999116,000 mi

Phoenix, AZ

2008 Honda Odyssey EX

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

2008 Honda Odyssey EX

Tucson, AZ

UnscoredInsufficient · 0
$4,999163,742 mi

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$4,999189,152 mi

Tucson, AZ

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Phoenix, AZ

UnscoredInsufficient · 0
$5,000164,634 mi

Phoenix, AZ

2006 Dodge Grand Caravan SE

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

2006 Dodge Grand Caravan SE

Sierra Vista, AZ

UnscoredInsufficient · 0
$5,200164,367 mi

Sierra Vista, AZ

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

Mesa, AZ

UnscoredInsufficient · 4
$5,422103,817 mi

Comparison: 4 similar vehicles

Mesa, AZ

2009 Chrysler Town & Country Touring

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

2009 Chrysler Town & Country Touring

Yuma, AZ

UnscoredInsufficient · 3
$5,497138,255 mi

Comparison: 3 similar vehicles

Yuma, AZ

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

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. iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale. TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers. Edmunds publishes car reviews and provides deal ratings on new and used listings. J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values. Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value. 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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