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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 18, 2026

6M+

Unique vehicles analyzed

as of October 17, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

8,416 listings found

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

Belle Glade, FL

UnscoredLimited · 6
$1,368446,278 mi

Comparison: 6 similar vehicles

Belle Glade, FL

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

Davie, FL

UnscoredInsufficient · 0
$1,450235 mi

Davie, FL

No Photo

2006 Dodge Grand Caravan SE

Bunnell, FL

UnscoredInsufficient · 4
$1,499129,781 mi

Comparison: 4 similar vehicles

Bunnell, FL

2005 Dodge Caravan SXT

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

2005 Dodge Caravan SXT

Winter Haven, FL

UnscoredInsufficient · 0
$1,500252,000 mi

Winter Haven, FL

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Largo, FL

UnscoredLimited · 5
$1,799247,228 mi

Comparison: 5 similar vehicles

Largo, FL

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

Oakland Park, FL

UnscoredLimited · 6
$1,800217,140 mi

Comparison: 6 similar vehicles

Oakland Park, FL

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Tampa, FL

UnscoredInsufficient · 4
$1,800177,472 mi

Comparison: 4 similar vehicles

Tampa, FL

No Photo

2005 Dodge Grand Caravan SXT

Spring Hill, FL

UnscoredInsufficient · 4
$1,895Mileage not verified

Comparison: 4 similar vehicles

Spring Hill, FL

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Melbourne, FL

UnscoredLimited · 5
$1,900176,266 mi

Comparison: 5 similar vehicles

Melbourne, FL

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

Fort Myers, FL

UnscoredLimited · 9
$1,960286,490 mi

Comparison: 9 similar vehicles

Fort Myers, FL

2005 Honda Odyssey Touring

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

2005 Honda Odyssey Touring

Fort Myers, FL

UnscoredInsufficient · 0
$1,960178,067 mi

Fort Myers, FL

2001 Dodge Caravan SE

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

2001 Dodge Caravan SE

Naples, FL

UnscoredInsufficient · 0
$1,995177,239 mi

Naples, FL

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

Fort Pierce, FL

UnscoredInsufficient · 0
$1,999164,416 mi

Fort Pierce, FL

2000 Honda Odyssey EX

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

2000 Honda Odyssey EX

Daytona Beach, FL

UnscoredInsufficient · 0
$1,999250,117 mi

Daytona Beach, FL

2009 Honda Odyssey LX

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

2009 Honda Odyssey LX

Hudson, FL

UnscoredInsufficient · 0
$2,199279,689 mi

Hudson, FL

2005 Toyota Sienna XLE

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

2005 Toyota Sienna XLE

LaBelle, FL

UnscoredInsufficient · 0
$2,352205,120 mi

LaBelle, FL

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Miami, FL

UnscoredInsufficient · 3
$2,388144,377 mi

Comparison: 3 similar vehicles

Miami, FL

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Kenneth City, FL

UnscoredLimited · 9
$2,488369,000 mi

Comparison: 9 similar vehicles

Kenneth City, FL

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

Orlando, FL

Salvage title
$2,490217,539 mi

Orlando, FL

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Jacksonville, FL

UnscoredLimited · 6
$2,495146,339 mi

Comparison: 6 similar vehicles

Jacksonville, FL

2000 Toyota Sienna CE

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

2000 Toyota Sienna CE

Jacksonville, FL

UnscoredInsufficient · 0
$2,495222,146 mi

Jacksonville, FL

2010 Volkswagen Routan SE

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

2010 Volkswagen Routan SE

Daytona Beach, FL

UnscoredLimited · 5
$2,499154,971 mi

Comparison: 5 similar vehicles

Daytona Beach, FL

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

St. Petersburg, FL

UnscoredLimited · 7
$2,499Mileage not verified

Comparison: 7 similar vehicles

St. Petersburg, FL

No Photo

2013 Honda Odyssey EX-L

Fort Myers, FL

UnscoredLimited · 15
$2,500Mileage not verified

Comparison: 15 similar vehicles

Fort Myers, FL

2013 Nissan Quest SV

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

2013 Nissan Quest SV

Orlando, FL

Salvage title
$2,500138,660 mi

Orlando, FL

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Orlando, FL

UnscoredLimited · 13
$2,500301,138 mi

Comparison: 13 similar vehicles

Orlando, FL

No Photo

2004 Honda Odyssey EX

Tampa, FL

UnscoredInsufficient · 4
$2,500Mileage not verified

Comparison: 4 similar vehicles

Tampa, FL

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Jacksonville, FL

UnscoredLimited · 19
$2,645228,768 mi

Comparison: 19 similar vehicles

Jacksonville, FL

2008 Toyota Sienna CE

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

2008 Toyota Sienna CE

Melbourne, FL

UnscoredLimited · 5
$2,700221,771 mi

Comparison: 5 similar vehicles

Melbourne, FL

2007 Honda Odyssey Touring

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

2007 Honda Odyssey Touring

Orlando, FL

UnscoredInsufficient · 4
$2,700216,228 mi

Comparison: 4 similar vehicles

Orlando, FL

2000 Dodge Grand Caravan SE

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

2000 Dodge Grand Caravan SE

Pompano Beach, FL

UnscoredInsufficient · 0
$2,700146,590 mi

Pompano Beach, FL

2006 Honda Odyssey Touring

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

2006 Honda Odyssey Touring

Orlando, FL

UnscoredInsufficient · 0
$2,750202,320 mi

Orlando, FL

2007 Hyundai Entourage GLS

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

2007 Hyundai Entourage GLS

Bonita Springs, FL

UnscoredInsufficient · 3
$2,799162,525 mi

Comparison: 3 similar vehicles

Bonita Springs, FL

2012 Nissan Quest S

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

2012 Nissan Quest S

Mascotte, FL

UnscoredInsufficient · 4
$2,800218,123 mi

Comparison: 4 similar vehicles

Mascotte, FL

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Miami, FL

UnscoredLimited · 6
$2,800186,749 mi

Comparison: 6 similar vehicles

Miami, FL

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

LaBelle, FL

UnscoredLimited · 13
$2,852143,832 mi

Comparison: 13 similar vehicles

LaBelle, FL

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

Cocoa, FL

UnscoredLimited · 5
$2,895Mileage not verified

Comparison: 5 similar vehicles

Cocoa, FL

2011 Nissan Quest SV

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

2011 Nissan Quest SV

Orlando, FL

UnscoredInsufficient · 0
$2,900162,179 mi

Orlando, FL

2009 Toyota Sienna LE

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

2009 Toyota Sienna LE

Pompano Beach, FL

UnscoredInsufficient · 3
$2,900Mileage not verified

Comparison: 3 similar vehicles

Pompano Beach, FL

2008 Chrysler Town & Country LX

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

2008 Chrysler Town & Country LX

Orlando, FL

UnscoredInsufficient · 4
$2,900169,882 mi

Comparison: 4 similar vehicles

Orlando, FL

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

Tallahassee, FL

UnscoredInsufficient · 0
$2,900215,000 mi

Tallahassee, FL

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Orlando, FL

UnscoredLimited · 13
$2,900180,627 mi

Comparison: 13 similar vehicles

Orlando, FL

2002 Mazda MPV LX

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

2002 Mazda MPV LX

Fort Myers, FL

UnscoredInsufficient · 0
$2,940117,053 mi

Fort Myers, FL

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

Longwood, FL

UnscoredInsufficient · 4
$2,950188,851 mi

Comparison: 4 similar vehicles

Longwood, FL

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

Ocala, FL

UnscoredLimited · 18
$2,950213,241 mi

Comparison: 18 similar vehicles

Ocala, FL

2010 Kia Sedona EX

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

2010 Kia Sedona EX

Pompano Beach, FL

UnscoredInsufficient · 0
$2,950147,431 mi

Pompano Beach, FL

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

Davie, FL

UnscoredInsufficient · 0
$2,950Mileage not verified

Davie, FL

2004 Ford Freestar Limited

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

2004 Ford Freestar Limited

St. Petersburg, FL

UnscoredInsufficient · 0
$2,950157,432 mi

St. Petersburg, FL

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

Sarasota, FL

UnscoredInsufficient · 0
$2,953189,867 mi

Sarasota, FL

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Kenneth City, FL

UnscoredLimited · 9
$2,988169,000 mi

Comparison: 9 similar vehicles

Kenneth City, FL

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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