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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

593 listings found

2005 Honda Odyssey EX

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

2005 Honda Odyssey EX

Fredericksburg, VA

UnscoredModerate · 21
$3,295173,314 mi

Comparison: 21 similar vehicles

Fredericksburg, VA

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

Fredericksburg, VA

UnscoredModerate · 24
$3,895195,305 mi

Comparison: 24 similar vehicles

Fredericksburg, VA

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

Mount Crawford, VA

UnscoredInsufficient · 0
$4,450144,706 mi

Mount Crawford, VA

2005 Honda Odyssey Touring

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

2005 Honda Odyssey Touring

Mount Crawford, VA

UnscoredLimited · 6
$4,450159,178 mi

Comparison: 6 similar vehicles

Mount Crawford, VA

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

Spotsylvania Courthouse, VA

UnscoredInsufficient · 0
$4,500115,295 mi

Spotsylvania Courthouse, VA

2005 Honda Odyssey EX

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

2005 Honda Odyssey EX

Warrenton, VA

UnscoredModerate · 21
$4,900155,565 mi

Comparison: 21 similar vehicles

Warrenton, VA

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

Waynesboro, VA

UnscoredInsufficient · 3
$4,900230,065 mi

Comparison: 3 similar vehicles

Waynesboro, VA

2006 Mazda MPV LX

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

2006 Mazda MPV LX

Woodford, VA

UnscoredInsufficient · 0
$4,99595,617 mi

Woodford, VA

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Front Royal, VA

UnscoredInsufficient · 3
$5,200154,965 mi

Comparison: 3 similar vehicles

Front Royal, VA

2010 Volkswagen Routan SE

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

2010 Volkswagen Routan SE

Mount Crawford, VA

UnscoredInsufficient · 3
$5,250108,256 mi

Comparison: 3 similar vehicles

Mount Crawford, VA

2009 Honda Odyssey EX

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

2009 Honda Odyssey EX

Luray, VA

UnscoredLimited · 8
$5,375163,221 mi

Comparison: 8 similar vehicles

Luray, VA

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

Fredericksburg, VA

UnscoredRobust · 72
$5,467169,102 mi

Comparison: 72 similar vehicles

Fredericksburg, VA

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Fredericksburg, VA

Fair PriceModerate · 22
$5,505117,526 mi

Market: $2,950 – $9,245

Comparison: 22 similar vehicles

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

Fredericksburg, VA

2009 Honda Odyssey EX

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

2009 Honda Odyssey EX

Fredericksburg, VA

UnscoredLimited · 9
$5,600160,799 mi

Comparison: 9 similar vehicles

Fredericksburg, VA

2016 Dodge Grand Caravan SXT Plus

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

2016 Dodge Grand Caravan SXT Plus

Harrisonburg, VA

UnscoredLimited · 7
$5,750152,441 mi

Comparison: 7 similar vehicles

Harrisonburg, VA

2010 Volkswagen Routan SE

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

2010 Volkswagen Routan SE

Woodford, VA

UnscoredInsufficient · 3
$5,786103,488 mi

Comparison: 3 similar vehicles

Woodford, VA

2002 GMC Safari Cargo SL

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

2002 GMC Safari Cargo SL

Waynesboro, VA

UnscoredInsufficient · 0
$5,900201,780 mi

Waynesboro, VA

2011 Volkswagen Routan SE

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

2011 Volkswagen Routan SE

Mount Crawford, VA

UnscoredLimited · 6
$5,950149,749 mi

Comparison: 6 similar vehicles

Mount Crawford, VA

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Harrisonburg, VA

UnscoredLimited · 14
$5,955187,080 mi

Comparison: 14 similar vehicles

Harrisonburg, VA

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

Locust Grove, VA

UnscoredLimited · 11
$5,990120,998 mi

Comparison: 11 similar vehicles

Locust Grove, VA

2010 Chrysler Town & Country Limited

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

2010 Chrysler Town & Country Limited

Warrenton, VA

UnscoredLimited · 5
$5,994128,559 mi

Comparison: 5 similar vehicles

Warrenton, VA

2016 Kia Sedona SX

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

2016 Kia Sedona SX

Spotsylvania Courthouse, VA

UnscoredInsufficient · 4
$5,999149,034 mi

Comparison: 4 similar vehicles

Spotsylvania Courthouse, VA

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Fredericksburg, VA

UnscoredLimited · 6
$5,999202,471 mi

Comparison: 6 similar vehicles

Fredericksburg, VA

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

Fredericksburg, VA

UnscoredLimited · 16
$5,999163,095 mi

Comparison: 16 similar vehicles

Fredericksburg, VA

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Harrisonburg, VA

UnscoredModerate · 29
$6,200220,200 mi

Comparison: 29 similar vehicles

Harrisonburg, VA

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

Harrisonburg, VA

UnscoredInsufficient · 4
$6,222185,894 mi

Comparison: 4 similar vehicles

Harrisonburg, VA

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

Locust Grove, VA

UnscoredInsufficient · 4
$6,290201,063 mi

Comparison: 4 similar vehicles

Locust Grove, VA

2012 Toyota Sienna Limited

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

2012 Toyota Sienna Limited

Front Royal, VA

UnscoredInsufficient · 4
$6,499226,930 mi

Comparison: 4 similar vehicles

Front Royal, VA

2012 Nissan Quest SL

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

2012 Nissan Quest SL

Fredericksburg, VA

UnscoredInsufficient · 0
$6,500157,845 mi

Fredericksburg, VA

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

Fredericksburg, VA

UnscoredLimited · 6
$6,798178,552 mi

Comparison: 6 similar vehicles

Fredericksburg, VA

2016 Honda Odyssey SE

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

2016 Honda Odyssey SE

Fredericksburg, VA

UnscoredLimited · 5
$6,799171,000 mi

Comparison: 5 similar vehicles

Fredericksburg, VA

2008 Toyota Sienna CE

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

2008 Toyota Sienna CE

Fredericksburg, VA

UnscoredLimited · 10
$6,870162,314 mi

Comparison: 10 similar vehicles

Fredericksburg, VA

2012 Honda Odyssey EX

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

2012 Honda Odyssey EX

Warrenton, VA

UnscoredLimited · 12
$6,994121,434 mi

Comparison: 12 similar vehicles

Warrenton, VA

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

McGaheysville, VA

Fair PriceRobust · 52
$6,995118,700 mi

Market: $3,800 – $14,495

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

McGaheysville, VA

2013 Honda Odyssey EX-L

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

2013 Honda Odyssey EX-L

Fredericksburg, VA

UnscoredRobust · 58
$6,995143,814 mi

Comparison: 58 similar vehicles

Fredericksburg, VA

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Spotsylvania Courthouse, VA

UnscoredLimited · 5
$6,995193,181 mi

Comparison: 5 similar vehicles

Spotsylvania Courthouse, VA

2008 Honda Odyssey LX

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

2008 Honda Odyssey LX

Staunton, VA

UnscoredInsufficient · 0
$6,995103,000 mi

Staunton, VA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Fredericksburg, VA

UnscoredLimited · 18
$6,999174,070 mi

Comparison: 18 similar vehicles

Fredericksburg, VA

2011 Honda Odyssey EX

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

2011 Honda Odyssey EX

Harrisonburg, VA

UnscoredLimited · 7
$6,999140,000 mi

Comparison: 7 similar vehicles

Harrisonburg, VA

2010 Toyota Sienna CE

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

2010 Toyota Sienna CE

Strasburg, VA

UnscoredInsufficient · 0
$6,999120,021 mi

Strasburg, VA

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Harrisonburg, VA

UnscoredLimited · 9
$7,275138,866 mi

Comparison: 9 similar vehicles

Harrisonburg, VA

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

Waynesboro, VA

UnscoredRobust · 73
$7,299127,237 mi

Comparison: 73 similar vehicles

Waynesboro, VA

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

Mount Crawford, VA

UnscoredLimited · 15
$7,300143,243 mi

Comparison: 15 similar vehicles

Mount Crawford, VA

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

Fredericksburg, VA

Fair PriceLimited · 15
$7,396119,387 mi

Market: $4,299 – $8,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Fredericksburg, VA

2010 Toyota Sienna XLE

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

2010 Toyota Sienna XLE

Staunton, VA

UnscoredInsufficient · 4
$7,500174,109 mi

Comparison: 4 similar vehicles

Staunton, VA

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

Woodford, VA

UnscoredModerate · 24
$7,597152,846 mi

Comparison: 24 similar vehicles

Woodford, VA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Front Royal, VA

UnscoredLimited · 14
$7,677235,392 mi

Comparison: 14 similar vehicles

Front Royal, VA

2016 Dodge Grand Caravan SE Plus

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

2016 Dodge Grand Caravan SE Plus

Harrisonburg, VA

UnscoredInsufficient · 4
$7,900178,459 mi

Comparison: 4 similar vehicles

Harrisonburg, VA

2007 Mercedes-Benz R-Class R320

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

2007 Mercedes-Benz R-Class R320

Fredericksburg, VA

UnscoredInsufficient · 0
$7,900132,808 mi

Fredericksburg, VA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Harrisonburg, VA

UnscoredLimited · 18
$7,961182,460 mi

Comparison: 18 similar vehicles

Harrisonburg, VA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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