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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 16, 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

3,127 listings found

2014 Dodge Grand Caravan American Value Package

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

2014 Dodge Grand Caravan American Value Package

Redwood Falls, MN

UnscoredInsufficient · 0
$1,995202,920 mi

Redwood Falls, MN

2009 Kia Sedona EX

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

2009 Kia Sedona EX

Minneapolis, MN

UnscoredInsufficient · 0
$2,000271,444 mi

Minneapolis, MN

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Minneapolis, MN

UnscoredInsufficient · 0
$2,000215,390 mi

Minneapolis, MN

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

Isanti, MN

UnscoredLimited · 7
$2,345251,468 mi

Comparison: 7 similar vehicles

Isanti, MN

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Owatonna, MN

UnscoredInsufficient · 0
$2,349290,299 mi

Owatonna, MN

2004 Ford Freestar SEL

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

2004 Ford Freestar SEL

Worthington, MN

UnscoredInsufficient · 0
$2,450177,033 mi

Worthington, MN

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

Austin, MN

UnscoredLimited · 9
$2,495298,123 mi

Comparison: 9 similar vehicles

Austin, MN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

St. Cloud, MN

UnscoredLimited · 14
$2,499Mileage not verified

Comparison: 14 similar vehicles

St. Cloud, MN

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

Pine City, MN

UnscoredLimited · 10
$2,500224,759 mi

Comparison: 10 similar vehicles

Pine City, MN

2007 Kia Sedona EX

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

2007 Kia Sedona EX

Waite Park, MN

UnscoredInsufficient · 0
$2,500358,240 mi

Waite Park, MN

2005 Ford Freestar SEL

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

2005 Ford Freestar SEL

Lino Lakes, MN

UnscoredInsufficient · 3
$2,645198,017 mi

Comparison: 3 similar vehicles

Lino Lakes, MN

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

Little Falls, MN

UnscoredInsufficient · 0
$2,750164,774 mi

Little Falls, MN

2008 Kia Sedona LX

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

2008 Kia Sedona LX

Princeton, MN

UnscoredInsufficient · 0
$2,780197,908 mi

Princeton, MN

2003 Oldsmobile Silhouette GL

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

2003 Oldsmobile Silhouette GL

Maple Plain, MN

UnscoredInsufficient · 0
$2,900183,139 mi

Maple Plain, MN

2005 Chrysler Town & Country Limited

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

2005 Chrysler Town & Country Limited

Ramsey, MN

UnscoredInsufficient · 0
$2,945163,280 mi

Ramsey, MN

2010 Chrysler Town & Country LX

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

2010 Chrysler Town & Country LX

Ramsey, MN

UnscoredInsufficient · 0
$2,985Mileage not verified

Ramsey, MN

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Cambridge, MN

Salvage title
$2,995221,440 mi

Cambridge, MN

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Bagley, MN

UnscoredLimited · 6
$2,995213,000 mi

Comparison: 6 similar vehicles

Bagley, MN

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

Lakeland, MN

UnscoredInsufficient · 0
$2,995148,786 mi

Lakeland, MN

2005 Toyota Sienna XLE

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

2005 Toyota Sienna XLE

Princeton, MN

UnscoredInsufficient · 0
$2,995258,700 mi

Princeton, MN

2000 Toyota Sienna LE

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

2000 Toyota Sienna LE

Shakopee, MN

UnscoredInsufficient · 0
$2,995261,863 mi

Shakopee, MN

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

Pine Island, MN

UnscoredInsufficient · 3
$2,999175,143 mi

Comparison: 3 similar vehicles

Pine Island, MN

2012 Dodge Grand Caravan Crew

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

2012 Dodge Grand Caravan Crew

Rochester, MN

UnscoredInsufficient · 0
$2,999214,460 mi

Rochester, MN

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Minneapolis, MN

UnscoredInsufficient · 3
$2,999264,180 mi

Comparison: 3 similar vehicles

Minneapolis, MN

2010 Honda Odyssey Touring

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

2010 Honda Odyssey Touring

Minneapolis, MN

UnscoredInsufficient · 0
$2,999208,605 mi

Minneapolis, MN

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Cambridge, MN

UnscoredInsufficient · 3
$2,999192,189 mi

Comparison: 3 similar vehicles

Cambridge, MN

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Jordan, MN

UnscoredInsufficient · 3
$2,999263,377 mi

Comparison: 3 similar vehicles

Jordan, MN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Savage, MN

UnscoredLimited · 6
$2,999306,418 mi

Comparison: 6 similar vehicles

Savage, MN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Lino Lakes, MN

UnscoredLimited · 8
$3,045198,945 mi

Comparison: 8 similar vehicles

Lino Lakes, MN

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Fergus Falls, MN

UnscoredLimited · 11
$3,174207,532 mi

Comparison: 11 similar vehicles

Fergus Falls, MN

2009 Chrysler Town & Country LX

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

2009 Chrysler Town & Country LX

Lino Lakes, MN

UnscoredInsufficient · 0
$3,245170,577 mi

Lino Lakes, MN

2002 Honda Odyssey EX

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

2002 Honda Odyssey EX

Minneapolis, MN

UnscoredInsufficient · 0
$3,295234,793 mi

Minneapolis, MN

2011 Dodge Grand Caravan Express

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

2011 Dodge Grand Caravan Express

Buffalo, MN

UnscoredLimited · 8
$3,300188,366 mi

Comparison: 8 similar vehicles

Buffalo, MN

2014 Nissan Quest SL

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

2014 Nissan Quest SL

Isanti, MN

UnscoredInsufficient · 0
$3,345203,021 mi

Isanti, MN

2010 Dodge Grand Caravan SE

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

2010 Dodge Grand Caravan SE

St. Cloud, MN

UnscoredLimited · 5
$3,349156,379 mi

Comparison: 5 similar vehicles

St. Cloud, MN

2007 Kia Sedona LX

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

2007 Kia Sedona LX

St. Cloud, MN

UnscoredInsufficient · 0
$3,349224,598 mi

St. Cloud, MN

2005 Toyota Sienna XLE

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

2005 Toyota Sienna XLE

Minneapolis, MN

UnscoredInsufficient · 3
$3,399208,265 mi

Comparison: 3 similar vehicles

Minneapolis, MN

2006 Kia Sedona LX

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

2006 Kia Sedona LX

Apple Valley, MN

UnscoredLimited · 7
$3,410146,872 mi

Comparison: 7 similar vehicles

Apple Valley, MN

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

Elk River, MN

UnscoredLimited · 10
$3,495195,865 mi

Comparison: 10 similar vehicles

Elk River, MN

2014 Dodge Grand Caravan SE 30th Anniversary

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

2014 Dodge Grand Caravan SE 30th Anniversary

St. Cloud, MN

UnscoredInsufficient · 3
$3,495Mileage not verified

Comparison: 3 similar vehicles

St. Cloud, MN

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

Duluth, MN

UnscoredInsufficient · 3
$3,495192,142 mi

Comparison: 3 similar vehicles

Duluth, MN

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Princeton, MN

UnscoredLimited · 6
$3,495186,401 mi

Comparison: 6 similar vehicles

Princeton, MN

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

Marshall, MN

UnscoredLimited · 8
$3,499201,398 mi

Comparison: 8 similar vehicles

Marshall, MN

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

Rochester, MN

UnscoredInsufficient · 0
$3,499174,200 mi

Rochester, MN

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

Paynesville, MN

UnscoredLimited · 8
$3,500193,313 mi

Comparison: 8 similar vehicles

Paynesville, MN

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Lino Lakes, MN

UnscoredLimited · 8
$3,545197,830 mi

Comparison: 8 similar vehicles

Lino Lakes, MN

2000 Honda Odyssey EX

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

2000 Honda Odyssey EX

Lino Lakes, MN

UnscoredInsufficient · 0
$3,545286,168 mi

Lino Lakes, MN

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Ramsey, MN

UnscoredInsufficient · 4
$3,585224,504 mi

Comparison: 4 similar vehicles

Ramsey, MN

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Farmington, MN

UnscoredLimited · 13
$3,599214,310 mi

Comparison: 13 similar vehicles

Farmington, MN

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

Forest Lake, MN

UnscoredInsufficient · 3
$3,695187,505 mi

Comparison: 3 similar vehicles

Forest Lake, MN

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 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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