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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

559 listings found

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

Elkton, KY

UnscoredModerate · 49
$4,800248,084 mi

Comparison: 49 similar vehicles

Elkton, KY

2005 Ford Freestar SEL

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

2005 Ford Freestar SEL

Benton, KY

UnscoredInsufficient · 0
$4,90086,601 mi

Benton, KY

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

Hopkinsville, KY

UnscoredLimited · 12
$5,936150,061 mi

Comparison: 12 similar vehicles

Hopkinsville, KY

2005 Dodge Grand Caravan SXT

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

2005 Dodge Grand Caravan SXT

Madisonville, KY

UnscoredLimited · 9
$5,995152,430 mi

Comparison: 9 similar vehicles

Madisonville, KY

2016 Honda Odyssey SE

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

2016 Honda Odyssey SE

Hopkinsville, KY

UnscoredModerate · 31
$6,187216,497 mi

Comparison: 31 similar vehicles

Hopkinsville, KY

2013 Volkswagen Routan SE

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

2013 Volkswagen Routan SE

Paducah, KY

UnscoredInsufficient · 0
$6,299147,295 mi

Paducah, KY

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

Clarksville, TN

UnscoredInsufficient · 0
$6,900145,782 mi

Clarksville, TN

2011 Dodge Grand Caravan Mainstreet

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

2011 Dodge Grand Caravan Mainstreet

Paducah, KY

UnscoredLimited · 7
$7,425118,454 mi

Comparison: 7 similar vehicles

Paducah, KY

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

Clarksville, TN

UnscoredLimited · 7
$7,900Mileage not verified

Comparison: 7 similar vehicles

Clarksville, TN

2018 Chrysler Pacifica Touring Plus

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

2018 Chrysler Pacifica Touring Plus

Central City, KY

UnscoredRobust · 78
$7,990169,309 mi

Comparison: 78 similar vehicles

Central City, KY

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

Mayfield, KY

UnscoredModerate · 22
$7,995125,877 mi

Comparison: 22 similar vehicles

Mayfield, KY

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

Mayfield, KY

UnscoredRobust · 51
$7,995213,009 mi

Comparison: 51 similar vehicles

Mayfield, KY

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Hopkinsville, KY

UnscoredModerate · 27
$8,294184,993 mi

Comparison: 27 similar vehicles

Hopkinsville, KY

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

Hopkinsville, KY

UnscoredRobust · 99
$8,294226,536 mi

Comparison: 99 similar vehicles

Hopkinsville, KY

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Madisonville, KY

UnscoredLimited · 13
$8,616142,800 mi

Comparison: 13 similar vehicles

Madisonville, KY

2014 Honda Odyssey Touring

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

2014 Honda Odyssey Touring

Benton, KY

UnscoredLimited · 15
$8,900147,879 mi

Comparison: 15 similar vehicles

Benton, KY

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

Central City, KY

UnscoredRobust · 56
$8,995152,698 mi

Comparison: 56 similar vehicles

Central City, KY

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

Cadiz, KY

UnscoredRobust · 102
$8,995182,802 mi

Comparison: 102 similar vehicles

Cadiz, KY

2015 Nissan Quest SL

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

2015 Nissan Quest SL

Clarksville, TN

UnscoredInsufficient · 0
$8,999205,336 mi

Clarksville, TN

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Princeton, KY

UnscoredModerate · 34
$9,490136,000 mi

Comparison: 34 similar vehicles

Princeton, KY

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

Clarksville, TN

UnscoredModerate · 33
$9,599113,385 mi

Comparison: 33 similar vehicles

Clarksville, TN

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

Hopkinsville, KY

UnscoredModerate · 46
$9,599144,558 mi

Comparison: 46 similar vehicles

Hopkinsville, KY

2015 Honda Odyssey EX

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

2015 Honda Odyssey EX

Cadiz, KY

UnscoredLimited · 5
$9,650134,232 mi

Comparison: 5 similar vehicles

Cadiz, KY

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Cadiz, KY

UnscoredModerate · 26
$9,995129,898 mi

Comparison: 26 similar vehicles

Cadiz, KY

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Benton, KY

UnscoredRobust · 62
$9,995123,182 mi

Comparison: 62 similar vehicles

Benton, KY

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Madisonville, KY

UnscoredLimited · 18
$10,499139,000 mi

Comparison: 18 similar vehicles

Madisonville, KY

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Hopkinsville, KY

UnscoredInsufficient · 3
$10,599162,847 mi

Comparison: 3 similar vehicles

Hopkinsville, KY

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Hopkinsville, KY

UnscoredModerate · 47
$10,995132,704 mi

Comparison: 47 similar vehicles

Hopkinsville, KY

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Clarksville, TN

UnscoredModerate · 46
$10,995129,028 mi

Comparison: 46 similar vehicles

Clarksville, TN

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Madisonville, KY

UnscoredRobust · 95
$11,000165,072 mi

Comparison: 95 similar vehicles

Madisonville, KY

2016 Kia Sedona SX Limited

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

2016 Kia Sedona SX Limited

Clarksville, TN

UnscoredInsufficient · 0
$11,08792,885 mi

Clarksville, TN

2019 Dodge Grand Caravan SE Plus

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

2019 Dodge Grand Caravan SE Plus

Hopkinsville, KY

UnscoredLimited · 5
$11,294151,903 mi

Comparison: 5 similar vehicles

Hopkinsville, KY

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

Hopkinsville, KY

UnscoredRobust · 65
$11,294156,282 mi

Comparison: 65 similar vehicles

Hopkinsville, KY

2017 Kia Sedona EX

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

2017 Kia Sedona EX

Madisonville, KY

UnscoredInsufficient · 0
$11,498105,665 mi

Madisonville, KY

2019 Chrysler Pacifica Touring Plus

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

2019 Chrysler Pacifica Touring Plus

Madisonville, KY

UnscoredLimited · 10
$11,900131,671 mi

Comparison: 10 similar vehicles

Madisonville, KY

2011 Honda Odyssey Touring

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

2011 Honda Odyssey Touring

Murray, KY

UnscoredLimited · 5
$11,995214,347 mi

Comparison: 5 similar vehicles

Murray, KY

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

Hopkinsville, KY

UnscoredRobust · 65
$12,294134,263 mi

Comparison: 65 similar vehicles

Hopkinsville, KY

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Hopkinsville, KY

UnscoredModerate · 45
$12,294174,429 mi

Comparison: 45 similar vehicles

Hopkinsville, KY

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

Clarksville, TN

UnscoredInsufficient · 4
$12,900148,708 mi

Comparison: 4 similar vehicles

Clarksville, TN

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Paducah, KY

UnscoredModerate · 44
$12,990178,438 mi

Comparison: 44 similar vehicles

Paducah, KY

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Murray, KY

UnscoredRobust · 109
$12,995138,932 mi

Comparison: 109 similar vehicles

Murray, KY

2019 Chrysler Pacifica Touring Plus

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

2019 Chrysler Pacifica Touring Plus

Hopkinsville, KY

UnscoredLimited · 10
$12,995143,816 mi

Comparison: 10 similar vehicles

Hopkinsville, KY

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

Paducah, KY

Fair PriceRobust · 63
$13,18585,993 mi

Market: $4,500 – $26,138

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Paducah, KY

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Hopkinsville, KY

UnscoredLimited · 17
$13,294159,702 mi

Comparison: 17 similar vehicles

Hopkinsville, KY

2020 Kia Sedona LX

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

2020 Kia Sedona LX

Benton, KY

UnscoredInsufficient · 0
$13,50085,822 mi

Benton, KY

2021 Chrysler Pacifica Touring L

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

2021 Chrysler Pacifica Touring L

Paducah, KY

UnscoredRobust · 62
$13,850122,823 mi

Comparison: 62 similar vehicles

Paducah, KY

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Madisonville, KY

Fair PriceRobust · 72
$13,985100,008 mi

Market: $10,999 – $23,175

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Madisonville, KY

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

Benton, KY

UnscoredInsufficient · 3
$13,99598,420 mi

Comparison: 3 similar vehicles

Benton, KY

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

Murray, KY

UnscoredLimited · 5
$13,995139,402 mi

Comparison: 5 similar vehicles

Murray, KY

2019 Dodge Grand Caravan SE

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

2019 Dodge Grand Caravan SE

Clarksville, TN

Fair PriceModerate · 27
$13,99983,427 mi

Market: $4,900 – $17,100

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Clarksville, TN

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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