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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

909 listings found

2004 Toyota Sienna LE

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

2004 Toyota Sienna LE

Norcross, GA

UnscoredLimited · 16
$3,195281,900 mi

Comparison: 16 similar vehicles

Norcross, GA

2004 Toyota Sienna XLE Limited

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

2004 Toyota Sienna XLE Limited

Mableton, GA

UnscoredInsufficient · 0
$3,295185,144 mi

Mableton, GA

2006 Toyota Sienna XLE

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

2006 Toyota Sienna XLE

Duluth, GA

UnscoredInsufficient · 3
$3,599176,672 mi

Comparison: 3 similar vehicles

Duluth, GA

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Gainesville, GA

UnscoredInsufficient · 0
$3,995210,374 mi

Gainesville, GA

2000 Toyota Sienna LE

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

2000 Toyota Sienna LE

Norcross, GA

UnscoredInsufficient · 0
$4,195180,000 mi

Norcross, GA

2009 Toyota Sienna LE

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

2009 Toyota Sienna LE

Woodstock, GA

UnscoredInsufficient · 0
$4,450205,891 mi

Woodstock, GA

2010 Toyota Sienna LE

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

2010 Toyota Sienna LE

Gainesville, GA

UnscoredInsufficient · 0
$4,900221,620 mi

Gainesville, GA

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Decatur, GA

UnscoredLimited · 6
$4,990274,695 mi

Comparison: 6 similar vehicles

Decatur, GA

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Snellville, GA

UnscoredLimited · 8
$5,341233,000 mi

Comparison: 8 similar vehicles

Snellville, GA

2015 Toyota Sienna XLE Premium

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

2015 Toyota Sienna XLE Premium

Kennesaw, GA

UnscoredLimited · 7
$5,400199,130 mi

Comparison: 7 similar vehicles

Kennesaw, GA

2008 Toyota Sienna CE

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

2008 Toyota Sienna CE

Norcross, GA

UnscoredInsufficient · 0
$5,495214,000 mi

Norcross, GA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Norcross, GA

UnscoredLimited · 9
$5,495183,000 mi

Comparison: 9 similar vehicles

Norcross, GA

2001 Toyota Sienna XLE

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

2001 Toyota Sienna XLE

Winder, GA

UnscoredInsufficient · 0
$5,495162,551 mi

Winder, GA

2010 Toyota Sienna XLE

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

2010 Toyota Sienna XLE

Snellville, GA

UnscoredInsufficient · 3
$5,500165,384 mi

Comparison: 3 similar vehicles

Snellville, GA

2010 Toyota Sienna XLE

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

2010 Toyota Sienna XLE

Mableton, GA

UnscoredInsufficient · 3
$5,795224,625 mi

Comparison: 3 similar vehicles

Mableton, GA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Savannah, GA

UnscoredLimited · 7
$5,899166,444 mi

Comparison: 7 similar vehicles

Savannah, GA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Dublin, GA

UnscoredLimited · 10
$5,950267,834 mi

Comparison: 10 similar vehicles

Dublin, GA

2007 Toyota Sienna XLE

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

2007 Toyota Sienna XLE

Dalton, GA

UnscoredInsufficient · 0
$5,995176,190 mi

Dalton, GA

2007 Toyota Sienna CE

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

2007 Toyota Sienna CE

Norcross, GA

UnscoredInsufficient · 0
$5,995166,000 mi

Norcross, GA

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Dalton, GA

UnscoredLimited · 15
$5,999212,000 mi

Comparison: 15 similar vehicles

Dalton, GA

2010 Toyota Sienna LE

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

2010 Toyota Sienna LE

LaGrange, GA

UnscoredInsufficient · 0
$5,999302,446 mi

LaGrange, GA

2002 Toyota Sienna LE

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

2002 Toyota Sienna LE

Alpharetta, GA

UnscoredInsufficient · 0
$5,999112,700 mi

Alpharetta, GA

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Tunnel Hill, GA

UnscoredLimited · 9
$6,000196,957 mi

Comparison: 9 similar vehicles

Tunnel Hill, GA

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Woodstock, GA

UnscoredInsufficient · 3
$6,200202,585 mi

Comparison: 3 similar vehicles

Woodstock, GA

No Photo

2009 Toyota Sienna CE

Milledgeville, GA

UnscoredInsufficient · 0
$6,399292,734 mi

Milledgeville, GA

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Dalton, GA

UnscoredModerate · 20
$6,495285,194 mi

Comparison: 20 similar vehicles

Dalton, GA

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Stone Mountain, GA

UnscoredLimited · 17
$6,783224,078 mi

Comparison: 17 similar vehicles

Stone Mountain, GA

2011 Toyota Sienna Limited

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

2011 Toyota Sienna Limited

Conyers, GA

UnscoredInsufficient · 4
$6,950182,000 mi

Comparison: 4 similar vehicles

Conyers, GA

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Gainesville, GA

UnscoredLimited · 5
$6,995179,886 mi

Comparison: 5 similar vehicles

Gainesville, GA

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Snellville, GA

UnscoredLimited · 8
$6,995177,000 mi

Comparison: 8 similar vehicles

Snellville, GA

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

LaGrange, GA

UnscoredInsufficient · 0
$7,489228,957 mi

LaGrange, GA

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Woodstock, GA

UnscoredInsufficient · 4
$7,950216,715 mi

Comparison: 4 similar vehicles

Woodstock, GA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Marietta, GA

UnscoredLimited · 10
$7,950161,593 mi

Comparison: 10 similar vehicles

Marietta, GA

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Eatonton, GA

UnscoredLimited · 9
$7,988222,614 mi

Comparison: 9 similar vehicles

Eatonton, GA

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Savannah, GA

UnscoredLimited · 8
$7,995219,213 mi

Comparison: 8 similar vehicles

Savannah, GA

2014 Toyota Sienna XLE

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

2014 Toyota Sienna XLE

Gainesville, GA

UnscoredLimited · 8
$7,995199,835 mi

Comparison: 8 similar vehicles

Gainesville, GA

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Loganville, GA

UnscoredLimited · 6
$7,995165,826 mi

Comparison: 6 similar vehicles

Loganville, GA

2008 Toyota Sienna Limited

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

2008 Toyota Sienna Limited

Norcross, GA

UnscoredInsufficient · 0
$7,995172,231 mi

Norcross, GA

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Douglasville, GA

UnscoredLimited · 8
$7,998232,518 mi

Comparison: 8 similar vehicles

Douglasville, GA

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Norcross, GA

UnscoredInsufficient · 3
$7,999261,333 mi

Comparison: 3 similar vehicles

Norcross, GA

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Warner Robins, GA

UnscoredLimited · 13
$7,999173,000 mi

Comparison: 13 similar vehicles

Warner Robins, GA

2009 Toyota Sienna XLE

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

2009 Toyota Sienna XLE

Cleveland, GA

UnscoredInsufficient · 0
$8,300191,000 mi

Cleveland, GA

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

LaGrange, GA

UnscoredLimited · 12
$8,489287,907 mi

Comparison: 12 similar vehicles

LaGrange, GA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Kennesaw, GA

UnscoredLimited · 6
$8,585209,460 mi

Comparison: 6 similar vehicles

Kennesaw, GA

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Chamblee, GA

UnscoredLimited · 5
$8,590190,230 mi

Comparison: 5 similar vehicles

Chamblee, GA

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Athens, GA

UnscoredInsufficient · 3
$8,900189,137 mi

Comparison: 3 similar vehicles

Athens, GA

2014 Toyota Sienna XLE

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

2014 Toyota Sienna XLE

Roswell, GA

UnscoredLimited · 14
$8,990180,262 mi

Comparison: 14 similar vehicles

Roswell, GA

2016 Toyota Sienna LE

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

2016 Toyota Sienna LE

Dalton, GA

UnscoredInsufficient · 3
$8,995196,963 mi

Comparison: 3 similar vehicles

Dalton, GA

2011 Toyota Sienna Base

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

2011 Toyota Sienna Base

Decatur, GA

UnscoredInsufficient · 0
$8,995148,365 mi

Decatur, GA

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Cumming, GA

UnscoredLimited · 6
$8,999215,165 mi

Comparison: 6 similar vehicles

Cumming, GA

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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