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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

1,852 listings found

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 · 6
$1,799247,228 mi

Comparison: 6 similar vehicles

Largo, 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

UnscoredLimited · 5
$1,800177,472 mi

Comparison: 5 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

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

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

St. Petersburg, FL

UnscoredInsufficient · 4
$2,300147,596 mi

Comparison: 4 similar vehicles

St. Petersburg, 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

2004 Honda Odyssey EX

Tampa, FL

UnscoredInsufficient · 4
$2,500Mileage not verified

Comparison: 4 similar vehicles

Tampa, 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

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Sarasota, FL

UnscoredInsufficient · 4
$2,990189,583 mi

Comparison: 4 similar vehicles

Sarasota, FL

2015 Dodge Grand Caravan American Value Package

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

2015 Dodge Grand Caravan American Value Package

Largo, FL

UnscoredLimited · 6
$2,995Mileage not verified

Comparison: 6 similar vehicles

Largo, FL

2010 Kia Sedona LX

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

2010 Kia Sedona LX

Clearwater, FL

UnscoredInsufficient · 3
$2,995214,289 mi

Comparison: 3 similar vehicles

Clearwater, FL

2006 Buick Terraza CX

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

2006 Buick Terraza CX

Port Richey, FL

UnscoredInsufficient · 0
$2,995141,931 mi

Port Richey, FL

2014 Nissan Quest S

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

2014 Nissan Quest S

Tampa, FL

UnscoredInsufficient · 3
$3,000111,437 mi

Comparison: 3 similar vehicles

Tampa, FL

2010 Kia Sedona LX

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

2010 Kia Sedona LX

Clearwater, FL

UnscoredInsufficient · 3
$3,194138,774 mi

Comparison: 3 similar vehicles

Clearwater, FL

2006 Toyota Sienna XLE

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

2006 Toyota Sienna XLE

Tampa, FL

UnscoredInsufficient · 0
$3,199296,509 mi

Tampa, FL

2009 Kia Sedona LX

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

2009 Kia Sedona LX

Tampa, FL

UnscoredInsufficient · 0
$3,299136,537 mi

Tampa, FL

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Mulberry, FL

UnscoredModerate · 26
$3,495174,956 mi

Comparison: 26 similar vehicles

Mulberry, FL

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

Largo, FL

UnscoredLimited · 7
$3,495127,855 mi

Comparison: 7 similar vehicles

Largo, FL

2007 Ford Freestar SE

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

2007 Ford Freestar SE

Tarpon Springs, FL

UnscoredInsufficient · 0
$3,49589,040 mi

Tarpon Springs, FL

No Photo

2001 Toyota Sienna CE

Spring Hill, FL

UnscoredInsufficient · 0
$3,495198,107 mi

Spring Hill, FL

2009 Volkswagen Routan S

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

2009 Volkswagen Routan S

Kenneth City, FL

UnscoredInsufficient · 0
$3,500142,659 mi

Kenneth City, FL

2005 Dodge Caravan SXT

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

2005 Dodge Caravan SXT

New Port Richey, FL

UnscoredLimited · 12
$3,500141,991 mi

Comparison: 12 similar vehicles

New Port Richey, FL

2007 Dodge Grand Caravan SXT

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

2007 Dodge Grand Caravan SXT

Wesley Chapel, FL

UnscoredInsufficient · 0
$3,637223,389 mi

Wesley Chapel, FL

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

Clearwater, FL

Salvage title
$3,694128,881 mi

Clearwater, FL

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

Lakeland, FL

UnscoredInsufficient · 0
$3,700122,403 mi

Lakeland, FL

2012 Nissan Quest S

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

2012 Nissan Quest S

New Port Richey, FL

UnscoredLimited · 6
$3,750159,317 mi

Comparison: 6 similar vehicles

New Port Richey, FL

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

Tampa, FL

UnscoredLimited · 14
$3,900144,122 mi

Comparison: 14 similar vehicles

Tampa, FL

2014 Nissan Quest S

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

2014 Nissan Quest S

Sarasota, FL

UnscoredInsufficient · 3
$3,900257,901 mi

Comparison: 3 similar vehicles

Sarasota, FL

2012 Nissan Quest SV

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

2012 Nissan Quest SV

Lakeland, FL

UnscoredInsufficient · 0
$3,950153,200 mi

Lakeland, FL

2015 Honda Odyssey EX-L

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

2015 Honda Odyssey EX-L

Tampa, FL

UnscoredLimited · 6
$3,995244,838 mi

Comparison: 6 similar vehicles

Tampa, FL

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

Largo, FL

UnscoredLimited · 8
$3,995170,129 mi

Comparison: 8 similar vehicles

Largo, FL

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

Clearwater, FL

UnscoredInsufficient · 3
$3,995103,369 mi

Comparison: 3 similar vehicles

Clearwater, FL

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Largo, FL

UnscoredLimited · 5
$3,995Mileage not verified

Comparison: 5 similar vehicles

Largo, FL

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Spring Hill, FL

UnscoredLimited · 9
$3,995171,738 mi

Comparison: 9 similar vehicles

Spring Hill, FL

No Photo

2003 Ford Windstar SE

Bradenton, FL

UnscoredInsufficient · 0
$4,150125,394 mi

Bradenton, FL

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

Tampa, FL

UnscoredLimited · 8
$4,200146,032 mi

Comparison: 8 similar vehicles

Tampa, FL

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

Lakeland, FL

UnscoredLimited · 11
$4,250155,740 mi

Comparison: 11 similar vehicles

Lakeland, FL

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

Spring Hill, FL

UnscoredLimited · 5
$4,250166,600 mi

Comparison: 5 similar vehicles

Spring Hill, FL

2018 Dodge Grand Caravan GT

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

2018 Dodge Grand Caravan GT

Largo, FL

UnscoredLimited · 15
$4,495151,591 mi

Comparison: 15 similar vehicles

Largo, FL

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

Tarpon Springs, FL

UnscoredLimited · 13
$4,499167,000 mi

Comparison: 13 similar vehicles

Tarpon Springs, FL

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Port Richey, FL

UnscoredInsufficient · 3
$4,499167,872 mi

Comparison: 3 similar vehicles

Port Richey, FL

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

Tarpon Springs, FL

UnscoredLimited · 7
$4,500170,000 mi

Comparison: 7 similar vehicles

Tarpon Springs, FL

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

Clearwater, FL

UnscoredLimited · 14
$4,694167,321 mi

Comparison: 14 similar vehicles

Clearwater, FL

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

Clearwater, FL

UnscoredLimited · 7
$4,795131,293 mi

Comparison: 7 similar vehicles

Clearwater, FL

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

Clearwater, FL

Salvage title
$4,888113,581 mi

Clearwater, FL

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Tampa, FL

UnscoredLimited · 5
$4,899188,626 mi

Comparison: 5 similar vehicles

Tampa, FL

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

Lakeland, FL

UnscoredInsufficient · 4
$4,950168,208 mi

Comparison: 4 similar vehicles

Lakeland, FL

No Photo

2006 Chevrolet Uplander LS

Bradenton, FL

UnscoredInsufficient · 0
$4,950144,213 mi

Bradenton, FL

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Lakeland, FL

UnscoredInsufficient · 3
$4,950183,684 mi

Comparison: 3 similar vehicles

Lakeland, FL

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Lakeland, FL

UnscoredLimited · 13
$4,950139,720 mi

Comparison: 13 similar vehicles

Lakeland, FL

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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