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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 · November 10, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

128 listings found

2011 Chrysler Town & Country Touring-L

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

2011 Chrysler Town & Country Touring-L

Pinconning, MI

Unscored
$3,614178,849 mi

Comparison: 9 similar vehicles

Pinconning, MI

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

Cadillac, MI

Unscored
$4,590210,256 mi

Comparison: 65 similar vehicles

Cadillac, MI

2017 Dodge Grand Caravan Crew

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

2017 Dodge Grand Caravan Crew

Cadillac, MI

UnscoredInsufficient · 0
$4,990194,059 mi

Cadillac, MI

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

Cadillac, MI

Unscored
$4,995289,211 mi

Comparison: 30 similar vehicles

Cadillac, MI

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

Lakeview, MI

Unscored
$4,995141,350 mi

Comparison: 21 similar vehicles

Lakeview, MI

2016 Chrysler Town & Country Touring-L

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

2016 Chrysler Town & Country Touring-L

Mount Pleasant, MI

Unscored
$5,455193,650 mi

Comparison: 15 similar vehicles

Mount Pleasant, MI

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

St. Louis, MI

Unscored
$5,765159,015 mi

Comparison: 28 similar vehicles

St. Louis, MI

2010 Dodge Grand Caravan SE

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

2010 Dodge Grand Caravan SE

Harrison, MI

Unscored
$5,988182,188 mi

Comparison: 9 similar vehicles

Harrison, MI

2009 Chrysler Town & Country Touring

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

2009 Chrysler Town & Country Touring

Harrison, MI

OverpricedModerate · 25
$6,359188,957 mi

Market: $1,880 – $3,995

Comparison: 25 similar vehicles

Priced ~59% above the typical market range for similar vehicles (based on current market benchmarks)

Harrison, MI

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

Pinconning, MI

Unscored
$6,713134,337 mi

Comparison: 30 similar vehicles

Pinconning, MI

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

Lakeview, MI

Unscored
$6,995154,900 mi

Comparison: 17 similar vehicles

Lakeview, MI

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

Cadillac, MI

Unscored
$6,995170,422 mi

Comparison: 11 similar vehicles

Cadillac, MI

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

St. Louis, MI

Unscored
$7,165187,256 mi

Comparison: 140 similar vehicles

St. Louis, MI

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Standish, MI

Unscored
$7,309191,497 mi

Comparison: 33 similar vehicles

Standish, MI

2016 Chrysler Town & Country Touring-L

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

2016 Chrysler Town & Country Touring-L

Gladwin, MI

Unscored
$7,309160,155 mi

Comparison: 13 similar vehicles

Gladwin, MI

2002 Toyota Sienna LE

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

2002 Toyota Sienna LE

Pinconning, MI

UnscoredInsufficient · 0
$7,314159,833 mi

Pinconning, MI

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

Roscommon, MI

Unscored
$7,738138,485 mi

Comparison: 40 similar vehicles

Roscommon, MI

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

Mount Pleasant, MI

Unscored
$7,755179,945 mi

Comparison: 62 similar vehicles

Mount Pleasant, MI

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

Mount Pleasant, MI

Unscored
$7,955145,213 mi

Comparison: 15 similar vehicles

Mount Pleasant, MI

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

Lakeview, MI

UnscoredInsufficient · 3
$7,995151,900 mi

Comparison: 3 similar vehicles

Lakeview, MI

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

St. Louis, MI

Unscored
$7,995134,614 mi

Comparison: 35 similar vehicles

St. Louis, MI

2015 Honda Odyssey EX

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

2015 Honda Odyssey EX

West Branch, MI

Unscored
$8,305184,393 mi

Comparison: 6 similar vehicles

West Branch, MI

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Stanwood, MI

Unscored
$8,500163,485 mi

Comparison: 18 similar vehicles

Stanwood, MI

2015 Chrysler Town & Country Touring-L

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

2015 Chrysler Town & Country Touring-L

St. Louis, MI

Unscored
$9,165123,641 mi

Comparison: 33 similar vehicles

St. Louis, MI

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

Stanwood, MI

Unscored
$9,500181,906 mi

Comparison: 76 similar vehicles

Stanwood, MI

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

Freeland, MI

Fair PriceLimited · 10
$9,98591,228 mi

Market: $8,998 – $16,803

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Freeland, MI

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Cadillac, MI

UnscoredInsufficient · 0
$9,995195,099 mi

Cadillac, MI

2018 Chrysler Pacifica Touring L Plus

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

2018 Chrysler Pacifica Touring L Plus

St. Louis, MI

Unscored
$10,715145,981 mi

Comparison: 97 similar vehicles

St. Louis, MI

2017 Kia Sedona LX

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

2017 Kia Sedona LX

Houghton Lake, MI

UnscoredInsufficient · 0
$10,900122,093 mi

Houghton Lake, MI

2021 Chrysler Pacifica Touring

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

2021 Chrysler Pacifica Touring

Houghton Lake, MI

Unscored
$10,995197,020 mi

Comparison: 24 similar vehicles

Houghton Lake, MI

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

St. Louis, MI

UnscoredInsufficient · 4
$10,995105,971 mi

Comparison: 4 similar vehicles

St. Louis, MI

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

Cadillac, MI

Unscored
$10,995120,438 mi

Comparison: 30 similar vehicles

Cadillac, MI

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

Kawkawlin, MI

Unscored
$10,997134,061 mi

Comparison: 49 similar vehicles

Kawkawlin, MI

2020 Dodge Grand Caravan SE

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

2020 Dodge Grand Caravan SE

St. Louis, MI

Unscored
$11,165123,691 mi

Comparison: 6 similar vehicles

St. Louis, MI

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

St. Louis, MI

UnscoredInsufficient · 4
$11,715106,979 mi

Comparison: 4 similar vehicles

St. Louis, MI

2023 Chrysler Pacifica Touring

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

2023 Chrysler Pacifica Touring

Cadillac, MI

Unscored
$11,950203,422 mi

Comparison: 46 similar vehicles

Cadillac, MI

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

West Branch, MI

Unscored
$12,314146,860 mi

Comparison: 94 similar vehicles

West Branch, MI

2018 Chrysler Pacifica Touring L Plus

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

2018 Chrysler Pacifica Touring L Plus

Cadillac, MI

Unscored
$12,950143,209 mi

Comparison: 76 similar vehicles

Cadillac, MI

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Cadillac, MI

Unscored
$12,990143,984 mi

Comparison: 72 similar vehicles

Cadillac, MI

2021 Chrysler Voyager L

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

2021 Chrysler Voyager L

St. Louis, MI

UnscoredInsufficient · 4
$13,165110,953 mi

Comparison: 4 similar vehicles

St. Louis, MI

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

St. Louis, MI

Fair PriceRobust · 62
$13,21592,066 mi

Market: $6,900 – $44,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

St. Louis, MI

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

Freeland, MI

Fair PriceModerate · 31
$13,312115,813 mi

Market: $6,950 – $19,590

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Freeland, MI

2019 Honda Odyssey LX

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

2019 Honda Odyssey LX

Pinconning, MI

Unscored
$13,314142,811 mi

Comparison: 6 similar vehicles

Pinconning, MI

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Edmore, MI

Unscored
$13,995137,000 mi

Comparison: 143 similar vehicles

Edmore, MI

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

Big Rapids, MI

Fair PriceRobust · 72
$13,995101,998 mi

Market: $5,995 – $39,995

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Big Rapids, MI

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

St. Louis, MI

UnscoredInsufficient · 3
$14,21593,659 mi

Comparison: 3 similar vehicles

St. Louis, MI

2023 Honda Odyssey EX-L

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

2023 Honda Odyssey EX-L

Lake City, MI

Unscored
$15,776170,159 mi

Comparison: 11 similar vehicles

Lake City, MI

2014 Toyota Sienna XLE

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

2014 Toyota Sienna XLE

Cadillac, MI

Unscored
$15,995125,928 mi

Comparison: 39 similar vehicles

Cadillac, MI

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

Cadillac, MI

Fair PriceRobust · 59
$16,99578,347 mi

Market: $5,995 – $39,995

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Cadillac, MI

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

St. Louis, MI

UnscoredInsufficient · 3
$17,215116,308 mi

Comparison: 3 similar vehicles

St. Louis, MI

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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