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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

350 listings found

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

Sevierville, TN

UnscoredInsufficient · 0
$3,149199,418 mi

Sevierville, TN

2008 Kia Sedona Base

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

2008 Kia Sedona Base

Sevierville, TN

UnscoredInsufficient · 0
$4,475125,588 mi

Sevierville, TN

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Asheville, NC

UnscoredLimited · 8
$4,597258,497 mi

Comparison: 8 similar vehicles

Asheville, NC

2012 Kia Sedona LX

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

2012 Kia Sedona LX

Sevierville, TN

UnscoredInsufficient · 0
$4,725198,157 mi

Sevierville, TN

2005 Toyota Sienna XLE

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

2005 Toyota Sienna XLE

Asheville, NC

UnscoredInsufficient · 3
$4,995190,190 mi

Comparison: 3 similar vehicles

Asheville, NC

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Hendersonville, NC

UnscoredLimited · 6
$4,997188,886 mi

Comparison: 6 similar vehicles

Hendersonville, NC

2005 Honda Odyssey Touring

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

2005 Honda Odyssey Touring

Pigeon Forge, TN

UnscoredInsufficient · 0
$5,000146,000 mi

Pigeon Forge, TN

2006 Chrysler Pacifica Limited

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

2006 Chrysler Pacifica Limited

Asheville, NC

UnscoredInsufficient · 0
$5,990208,632 mi

Asheville, NC

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

Asheville, NC

UnscoredModerate · 23
$5,995163,970 mi

Comparison: 23 similar vehicles

Asheville, NC

2006 Mercedes-Benz R-Class R350

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

2006 Mercedes-Benz R-Class R350

Hendersonville, NC

UnscoredInsufficient · 0
$5,995190,883 mi

Hendersonville, NC

2015 Chrysler Town & Country Limited Platinum

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

2015 Chrysler Town & Country Limited Platinum

Waynesville, NC

UnscoredInsufficient · 3
$6,250112,021 mi

Comparison: 3 similar vehicles

Waynesville, NC

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

Asheville, NC

UnscoredInsufficient · 3
$6,643264,647 mi

Comparison: 3 similar vehicles

Asheville, NC

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

Maryville, TN

UnscoredModerate · 31
$6,795152,146 mi

Comparison: 31 similar vehicles

Maryville, TN

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

Maryville, TN

UnscoredRobust · 95
$6,900202,000 mi

Comparison: 95 similar vehicles

Maryville, TN

2015 Toyota Sienna XLE

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

2015 Toyota Sienna XLE

Maryville, TN

UnscoredModerate · 28
$6,950262,000 mi

Comparison: 28 similar vehicles

Maryville, TN

2010 Kia Sedona EX

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

2010 Kia Sedona EX

Newport, TN

UnscoredInsufficient · 0
$6,988235,634 mi

Newport, TN

2013 Chrysler Town & Country Limited

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

2013 Chrysler Town & Country Limited

Sevierville, TN

UnscoredInsufficient · 0
$7,199129,531 mi

Sevierville, TN

2014 Nissan Quest SV

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

2014 Nissan Quest SV

Sevierville, TN

UnscoredInsufficient · 4
$7,399125,079 mi

Comparison: 4 similar vehicles

Sevierville, TN

2010 Chrysler Town & Country Touring Plus

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

2010 Chrysler Town & Country Touring Plus

Asheville, NC

UnscoredInsufficient · 3
$7,490192,367 mi

Comparison: 3 similar vehicles

Asheville, NC

2011 Toyota Sienna Limited

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

2011 Toyota Sienna Limited

Hendersonville, NC

UnscoredLimited · 5
$7,495201,000 mi

Comparison: 5 similar vehicles

Hendersonville, NC

2012 Toyota Sienna LE

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

2012 Toyota Sienna LE

Maryville, TN

UnscoredModerate · 22
$7,848221,954 mi

Comparison: 22 similar vehicles

Maryville, TN

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Asheville, NC

UnscoredInsufficient · 3
$7,990149,998 mi

Comparison: 3 similar vehicles

Asheville, NC

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

Hendersonville, NC

UnscoredInsufficient · 4
$7,995152,067 mi

Comparison: 4 similar vehicles

Hendersonville, NC

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

Seneca, SC

UnscoredModerate · 29
$8,000169,284 mi

Comparison: 29 similar vehicles

Seneca, SC

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

Asheville, NC

UnscoredModerate · 22
$8,490251,520 mi

Comparison: 22 similar vehicles

Asheville, NC

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

Newport, TN

UnscoredRobust · 65
$8,499158,147 mi

Comparison: 65 similar vehicles

Newport, TN

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

Sevierville, TN

UnscoredInsufficient · 3
$8,950188,507 mi

Comparison: 3 similar vehicles

Sevierville, TN

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Arden, NC

UnscoredRobust · 64
$8,950174,583 mi

Comparison: 64 similar vehicles

Arden, NC

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

Easley, SC

UnscoredInsufficient · 4
$8,995149,421 mi

Comparison: 4 similar vehicles

Easley, SC

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

Sevierville, TN

UnscoredLimited · 7
$9,899126,645 mi

Comparison: 7 similar vehicles

Sevierville, TN

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Asheville, NC

UnscoredModerate · 22
$9,995168,523 mi

Comparison: 22 similar vehicles

Asheville, NC

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

Leicester, NC

UnscoredInsufficient · 3
$10,045247,596 mi

Comparison: 3 similar vehicles

Leicester, NC

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Leicester, NC

UnscoredInsufficient · 4
$10,045220,049 mi

Comparison: 4 similar vehicles

Leicester, NC

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

Seymour, TN

Fair PriceRobust · 65
$10,499101,032 mi

Market: $3,995 – $29,860

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Seymour, TN

2012 Honda Odyssey EX

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

2012 Honda Odyssey EX

Asheville, NC

UnscoredModerate · 38
$10,990153,674 mi

Comparison: 38 similar vehicles

Asheville, NC

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Leicester, NC

UnscoredModerate · 24
$11,045224,098 mi

Comparison: 24 similar vehicles

Leicester, NC

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Leicester, NC

UnscoredLimited · 15
$11,045257,846 mi

Comparison: 15 similar vehicles

Leicester, NC

2008 Chrysler Town & Country Limited

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

2008 Chrysler Town & Country Limited

Leicester, NC

UnscoredInsufficient · 0
$11,045176,361 mi

Leicester, NC

2015 Nissan Quest SL

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

2015 Nissan Quest SL

Candler, NC

UnscoredLimited · 6
$11,300137,375 mi

Comparison: 6 similar vehicles

Candler, NC

2016 Kia Sedona EX

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

2016 Kia Sedona EX

Asheville, NC

UnscoredLimited · 6
$11,995109,312 mi

Comparison: 6 similar vehicles

Asheville, NC

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Leicester, NC

UnscoredLimited · 19
$12,045209,337 mi

Comparison: 19 similar vehicles

Leicester, NC

2015 Dodge Grand Caravan SXT Plus

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

2015 Dodge Grand Caravan SXT Plus

Asheville, NC

UnscoredInsufficient · 0
$12,490153,579 mi

Asheville, NC

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Franklin, NC

Fair PriceRobust · 67
$12,650117,080 mi

Market: $6,995 – $18,999

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Franklin, NC

2011 Toyota Sienna Limited

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

2011 Toyota Sienna Limited

Seymour, TN

UnscoredInsufficient · 3
$12,899120,453 mi

Comparison: 3 similar vehicles

Seymour, TN

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

Leicester, NC

UnscoredRobust · 105
$13,045195,899 mi

Comparison: 105 similar vehicles

Leicester, NC

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Asheville, NC

UnscoredLimited · 15
$13,950177,882 mi

Comparison: 15 similar vehicles

Asheville, NC

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Kodak, TN

UnscoredInsufficient · 3
$14,595122,272 mi

Comparison: 3 similar vehicles

Kodak, TN

2018 Kia Sedona SX Limited

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

2018 Kia Sedona SX Limited

Maryville, TN

UnscoredInsufficient · 0
$14,59992,598 mi

Maryville, TN

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Asheville, NC

UnscoredModerate · 25
$14,832160,595 mi

Comparison: 25 similar vehicles

Asheville, NC

2022 Chrysler Pacifica Limited

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

2022 Chrysler Pacifica Limited

Sevierville, TN

UnscoredRobust · 93
$14,976142,236 mi

Comparison: 93 similar vehicles

Sevierville, TN

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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