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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

449 listings found

2005 Chrysler Pacifica Base

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

2005 Chrysler Pacifica Base

Lynnwood, WA

UnscoredInsufficient · 0
$1,999205,974 mi

Lynnwood, WA

2005 Kia Sedona LX

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

2005 Kia Sedona LX

Lynnwood, WA

UnscoredInsufficient · 0
$2,499180,555 mi

Lynnwood, WA

2003 Dodge Grand Caravan EX

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

2003 Dodge Grand Caravan EX

Lynnwood, WA

UnscoredInsufficient · 0
$2,499196,861 mi

Lynnwood, WA

2004 Chrysler Pacifica AWD

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

2004 Chrysler Pacifica AWD

Everett, WA

UnscoredInsufficient · 0
$2,500169,745 mi

Everett, WA

2012 Nissan Quest S

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

2012 Nissan Quest S

Lynnwood, WA

UnscoredInsufficient · 3
$2,985233,430 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2007 Chevrolet Uplander LT

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

2007 Chevrolet Uplander LT

Everett, WA

UnscoredInsufficient · 0
$2,999130,402 mi

Everett, WA

2003 Mazda MPV LX

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

2003 Mazda MPV LX

Lynnwood, WA

UnscoredInsufficient · 0
$2,999166,905 mi

Lynnwood, WA

2002 Chevrolet Venture Plus

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

2002 Chevrolet Venture Plus

Everett, WA

UnscoredInsufficient · 0
$3,000110,565 mi

Everett, WA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Lynnwood, WA

UnscoredLimited · 5
$3,385293,536 mi

Comparison: 5 similar vehicles

Lynnwood, WA

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Everett, WA

UnscoredModerate · 27
$3,990152,521 mi

Comparison: 27 similar vehicles

Everett, WA

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

Everett, WA

UnscoredLimited · 18
$3,995164,814 mi

Comparison: 18 similar vehicles

Everett, WA

2010 Kia Sedona LX

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

2010 Kia Sedona LX

Lynnwood, WA

UnscoredInsufficient · 0
$3,999196,902 mi

Lynnwood, WA

2006 Chrysler Pacifica Touring

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

2006 Chrysler Pacifica Touring

Everett, WA

UnscoredInsufficient · 0
$3,999158,334 mi

Everett, WA

2003 Kia Sedona LX

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

2003 Kia Sedona LX

Everett, WA

UnscoredInsufficient · 0
$3,999111,208 mi

Everett, WA

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

Lynnwood, WA

UnscoredLimited · 7
$4,195284,400 mi

Comparison: 7 similar vehicles

Lynnwood, WA

2000 Chevrolet Astro BASE

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

2000 Chevrolet Astro BASE

Lake Stevens, WA

UnscoredInsufficient · 0
$4,195240,000 mi

Lake Stevens, WA

2007 Mazda MAZDA5 Sport

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

2007 Mazda MAZDA5 Sport

Port Angeles, WA

UnscoredInsufficient · 0
$4,250167,477 mi

Port Angeles, WA

2005 Kia Sedona EX

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

2005 Kia Sedona EX

Burlington, WA

UnscoredInsufficient · 0
$4,470176,000 mi

Burlington, WA

2004 Chrysler Town & Country Touring

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

2004 Chrysler Town & Country Touring

Port Townsend, WA

UnscoredInsufficient · 0
$4,499135,174 mi

Port Townsend, WA

2003 Chevrolet Venture Warner Bros. Edition

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

2003 Chevrolet Venture Warner Bros. Edition

Sedro-Woolley, WA

UnscoredInsufficient · 0
$4,750142,694 mi

Sedro-Woolley, WA

2009 Mazda MAZDA5 Sport

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

2009 Mazda MAZDA5 Sport

Lynnwood, WA

UnscoredInsufficient · 4
$4,799176,255 mi

Comparison: 4 similar vehicles

Lynnwood, WA

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Everett, WA

UnscoredModerate · 27
$4,799157,772 mi

Comparison: 27 similar vehicles

Everett, WA

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

Lynnwood, WA

UnscoredInsufficient · 3
$4,888213,236 mi

Comparison: 3 similar vehicles

Lynnwood, WA

1998 Ford Windstar GL

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

1998 Ford Windstar GL

Sequim, WA

UnscoredInsufficient · 0
$4,990142,891 mi

Sequim, WA

2008 Honda Odyssey Touring

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

2008 Honda Odyssey Touring

Everett, WA

UnscoredInsufficient · 0
$4,995182,638 mi

Everett, WA

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Lynnwood, WA

UnscoredInsufficient · 3
$4,995205,584 mi

Comparison: 3 similar vehicles

Lynnwood, WA

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Mount Vernon, WA

UnscoredInsufficient · 3
$4,999251,199 mi

Comparison: 3 similar vehicles

Mount Vernon, WA

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

Lynnwood, WA

UnscoredLimited · 9
$4,999213,288 mi

Comparison: 9 similar vehicles

Lynnwood, WA

1999 Honda Odyssey LX

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

1999 Honda Odyssey LX

Everett, WA

UnscoredInsufficient · 0
$4,999103,255 mi

Everett, WA

2003 Ford Windstar LX Fleet

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

2003 Ford Windstar LX Fleet

Bellingham, WA

UnscoredInsufficient · 0
$5,00043,600 mi

Bellingham, WA

2010 Mazda MAZDA5 Sport

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

2010 Mazda MAZDA5 Sport

Marysville, WA

UnscoredInsufficient · 3
$5,372184,938 mi

Comparison: 3 similar vehicles

Marysville, WA

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

Lynnwood, WA

UnscoredInsufficient · 3
$5,695165,071 mi

Comparison: 3 similar vehicles

Lynnwood, WA

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

Everett, WA

UnscoredLimited · 5
$5,99096,775 mi

Comparison: 5 similar vehicles

Everett, WA

2010 Volkswagen Routan SE

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

2010 Volkswagen Routan SE

Lynnwood, WA

UnscoredInsufficient · 0
$5,999154,551 mi

Lynnwood, WA

2009 Mazda MAZDA5 Sport

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

2009 Mazda MAZDA5 Sport

Everett, WA

UnscoredLimited · 6
$5,999128,765 mi

Comparison: 6 similar vehicles

Everett, WA

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Lynnwood, WA

UnscoredInsufficient · 3
$6,195198,438 mi

Comparison: 3 similar vehicles

Lynnwood, WA

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

Bellingham, WA

UnscoredLimited · 8
$6,975135,735 mi

Comparison: 8 similar vehicles

Bellingham, WA

2008 Chevrolet Uplander LS

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

2008 Chevrolet Uplander LS

Lynnwood, WA

UnscoredInsufficient · 0
$6,99583,190 mi

Lynnwood, WA

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Lynnwood, WA

UnscoredInsufficient · 4
$6,995192,470 mi

Comparison: 4 similar vehicles

Lynnwood, WA

No Photo

2003 Honda Odyssey EX

Snohomish, WA

UnscoredInsufficient · 3
$6,99579,459 mi

Comparison: 3 similar vehicles

Snohomish, WA

2012 Nissan Quest S

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

2012 Nissan Quest S

Lynnwood, WA

UnscoredInsufficient · 3
$6,998127,821 mi

Comparison: 3 similar vehicles

Lynnwood, WA

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

Lynnwood, WA

UnscoredInsufficient · 0
$6,999128,318 mi

Lynnwood, WA

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

Everett, WA

UnscoredLimited · 7
$6,999152,171 mi

Comparison: 7 similar vehicles

Everett, WA

2018 Dodge Grand Caravan Canada Value Package

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

2018 Dodge Grand Caravan Canada Value Package

Lynnwood, WA

UnscoredInsufficient · 0
$7,195108,785 mi

Lynnwood, WA

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

Lake Stevens, WA

UnscoredLimited · 5
$7,195120,000 mi

Comparison: 5 similar vehicles

Lake Stevens, WA

2007 Honda Odyssey Touring

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

2007 Honda Odyssey Touring

Everett, WA

UnscoredInsufficient · 0
$7,490129,859 mi

Everett, WA

2016 Dodge Grand Caravan R/T

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

2016 Dodge Grand Caravan R/T

Lynnwood, WA

UnscoredLimited · 5
$7,491136,921 mi

Comparison: 5 similar vehicles

Lynnwood, WA

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

Marysville, WA

Fair PriceLimited · 12
$7,980110,289 mi

Market: $3,750 – $9,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Marysville, WA

2003 GMC Safari Base

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

2003 GMC Safari Base

Everett, WA

UnscoredInsufficient · 0
$7,991192,460 mi

Everett, WA

2020 Dodge Grand Caravan SXT

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

2020 Dodge Grand Caravan SXT

Everett, WA

UnscoredLimited · 7
$7,995135,205 mi

Comparison: 7 similar vehicles

Everett, WA

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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