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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 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

398 listings found

2001 Dodge Grand Caravan Sport

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

2001 Dodge Grand Caravan Sport

Mandan, ND

UnscoredInsufficient · 0
$1,9901,234 mi

Mandan, ND

2007 Chrysler Town & Country Touring

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

2007 Chrysler Town & Country Touring

Fargo, ND

UnscoredInsufficient · 0
$2,187207,059 mi

Fargo, ND

2006 Chrysler Town & Country Base

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

2006 Chrysler Town & Country Base

Fargo, ND

Salvage title
$2,335182,975 mi

Fargo, ND

2005 Dodge Grand Caravan SXT

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

2005 Dodge Grand Caravan SXT

Fargo, ND

UnscoredInsufficient · 0
$2,412286,581 mi

Fargo, ND

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

Bismarck, ND

UnscoredInsufficient · 0
$2,500210,050 mi

Bismarck, ND

2009 Dodge Grand Caravan SE

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

2009 Dodge Grand Caravan SE

Fargo, ND

UnscoredInsufficient · 0
$2,599240,139 mi

Fargo, ND

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

Fargo, ND

UnscoredInsufficient · 0
$2,799280,607 mi

Fargo, ND

2005 Pontiac Montana Base

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

2005 Pontiac Montana Base

Mandan, ND

UnscoredInsufficient · 0
$3,490268,580 mi

Mandan, ND

2004 Pontiac Montana Base

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

2004 Pontiac Montana Base

Fargo, ND

UnscoredInsufficient · 0
$3,689188,933 mi

Fargo, ND

2010 Honda Odyssey EX

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

2010 Honda Odyssey EX

Fargo, ND

UnscoredInsufficient · 0
$3,699219,243 mi

Fargo, ND

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Fargo, ND

UnscoredInsufficient · 0
$3,869271,822 mi

Fargo, ND

2015 Honda Odyssey EX

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

2015 Honda Odyssey EX

Fargo, ND

UnscoredInsufficient · 0
$3,924291,762 mi

Fargo, ND

2004 Ford Freestar SEL

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

2004 Ford Freestar SEL

Dickinson, ND

UnscoredInsufficient · 0
$3,985186,116 mi

Dickinson, ND

2005 Chrysler Pacifica Touring

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

2005 Chrysler Pacifica Touring

Mandan, ND

UnscoredInsufficient · 0
$3,990159,474 mi

Mandan, ND

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

Thompson, ND

UnscoredInsufficient · 0
$3,995203,172 mi

Thompson, ND

2001 Chrysler Town & Country LXI

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

2001 Chrysler Town & Country LXI

Devils Lake, ND

UnscoredInsufficient · 0
$3,999239,864 mi

Devils Lake, ND

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

Fargo, ND

UnscoredInsufficient · 0
$4,000149,027 mi

Fargo, ND

2004 Nissan Quest SE

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

2004 Nissan Quest SE

Jamestown, ND

UnscoredInsufficient · 0
$4,200Mileage not verified

Jamestown, ND

2006 Chevrolet Uplander LS

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

2006 Chevrolet Uplander LS

Wishek, ND

UnscoredInsufficient · 0
$4,294137,670 mi

Wishek, ND

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

Mandan, ND

UnscoredInsufficient · 0
$4,399180,015 mi

Mandan, ND

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Thompson, ND

UnscoredInsufficient · 0
$4,500166,303 mi

Thompson, ND

2005 Dodge Grand Caravan SE

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

2005 Dodge Grand Caravan SE

Fargo, ND

UnscoredInsufficient · 0
$4,665121,722 mi

Fargo, ND

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Fargo, ND

UnscoredInsufficient · 0
$4,874200,921 mi

Fargo, ND

2004 Chrysler Town & Country LX

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

2004 Chrysler Town & Country LX

Fargo, ND

UnscoredInsufficient · 0
$4,889141,353 mi

Fargo, ND

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

Michigan, ND

UnscoredInsufficient · 0
$4,995211,397 mi

Michigan, ND

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Mandan, ND

UnscoredInsufficient · 0
$4,999180,984 mi

Mandan, ND

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

Mandan, ND

UnscoredInsufficient · 0
$4,999153,826 mi

Mandan, ND

2010 Chrysler Town & Country Touring Plus

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

2010 Chrysler Town & Country Touring Plus

Fargo, ND

UnscoredLimited · 8
$5,135172,505 mi

Comparison: 8 similar vehicles

Fargo, ND

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

Grand Forks, ND

UnscoredInsufficient · 3
$5,289184,297 mi

Comparison: 3 similar vehicles

Grand Forks, ND

2015 Chrysler Town & Country S

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

2015 Chrysler Town & Country S

Mandan, ND

UnscoredInsufficient · 0
$5,399166,511 mi

Mandan, ND

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Thompson, ND

UnscoredInsufficient · 3
$5,500204,021 mi

Comparison: 3 similar vehicles

Thompson, ND

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Thompson, ND

UnscoredInsufficient · 0
$5,500179,959 mi

Thompson, ND

2014 Chrysler Town & Country S

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

2014 Chrysler Town & Country S

Fargo, ND

Salvage title
$5,899215,585 mi

Fargo, ND

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

Mandan, ND

UnscoredInsufficient · 4
$5,999269,323 mi

Comparison: 4 similar vehicles

Mandan, ND

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Mandan, ND

UnscoredInsufficient · 0
$5,999216,979 mi

Mandan, ND

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

Mandan, ND

UnscoredInsufficient · 0
$6,14995,868 mi

Mandan, ND

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

Fargo, ND

UnscoredInsufficient · 0
$6,264159,509 mi

Fargo, ND

2010 Chrysler Town & Country Touring Plus

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

2010 Chrysler Town & Country Touring Plus

Grand Forks, ND

UnscoredInsufficient · 0
$6,289191,946 mi

Grand Forks, ND

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Fargo, ND

UnscoredInsufficient · 0
$6,330101,379 mi

Fargo, ND

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

Mandan, ND

UnscoredInsufficient · 0
$6,399146,763 mi

Mandan, ND

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

Mandan, ND

UnscoredInsufficient · 0
$6,499120,505 mi

Mandan, ND

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

Mandan, ND

UnscoredInsufficient · 0
$6,999143,937 mi

Mandan, ND

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

Fargo, ND

UnscoredInsufficient · 0
$7,399142,068 mi

Fargo, ND

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Jamestown, ND

UnscoredInsufficient · 0
$7,400161,600 mi

Jamestown, ND

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Fargo, ND

UnscoredLimited · 8
$7,495140,722 mi

Comparison: 8 similar vehicles

Fargo, ND

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Fargo, ND

UnscoredInsufficient · 0
$7,500171,048 mi

Fargo, ND

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Strasburg, ND

UnscoredInsufficient · 0
$7,850109,146 mi

Strasburg, ND

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Grand Forks, ND

UnscoredInsufficient · 0
$7,980121,706 mi

Grand Forks, ND

2013 Chrysler Town & Country Touring-L

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

2013 Chrysler Town & Country Touring-L

Grand Forks, ND

UnscoredInsufficient · 0
$7,990136,121 mi

Grand Forks, ND

2014 Kia Sedona EX

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

2014 Kia Sedona EX

Mandan, ND

UnscoredInsufficient · 0
$7,999136,689 mi

Mandan, ND

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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