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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

266 listings found

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

Santa Fe, NM

UnscoredInsufficient · 0
$3,995206,242 mi

Santa Fe, NM

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Albuquerque, NM

UnscoredInsufficient · 0
$4,300206,911 mi

Albuquerque, NM

2007 Chevrolet Uplander LS

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

2007 Chevrolet Uplander LS

Albuquerque, NM

UnscoredInsufficient · 0
$4,99996,311 mi

Albuquerque, NM

2014 Chrysler Town & Country Limited

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

2014 Chrysler Town & Country Limited

Albuquerque, NM

UnscoredInsufficient · 0
$5,00080,000 mi

Albuquerque, NM

2011 Honda Odyssey Touring

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

2011 Honda Odyssey Touring

Albuquerque, NM

UnscoredInsufficient · 0
$5,995205,719 mi

Albuquerque, NM

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

Santa Fe, NM

UnscoredInsufficient · 0
$5,995116,988 mi

Santa Fe, NM

2000 Ford Windstar LX

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

2000 Ford Windstar LX

Rio Rancho, NM

UnscoredInsufficient · 0
$6,99569,694 mi

Rio Rancho, NM

2003 Chrysler Voyager LX

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

2003 Chrysler Voyager LX

Albuquerque, NM

UnscoredInsufficient · 0
$7,125134,238 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$7,750145,092 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 3
$7,950148,303 mi

Comparison: 3 similar vehicles

Albuquerque, NM

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Albuquerque, NM

UnscoredInsufficient · 0
$7,995126,704 mi

Albuquerque, NM

2006 Dodge Caravan SE

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

2006 Dodge Caravan SE

Albuquerque, NM

UnscoredInsufficient · 0
$7,995152,702 mi

Albuquerque, NM

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Albuquerque, NM

UnscoredInsufficient · 0
$8,250129,219 mi

Albuquerque, NM

2016 Dodge Grand Caravan SE

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

2016 Dodge Grand Caravan SE

Belen, NM

UnscoredInsufficient · 0
$8,495125,753 mi

Belen, NM

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Albuquerque, NM

UnscoredInsufficient · 0
$8,95092,052 mi

Albuquerque, NM

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

Rio Rancho, NM

UnscoredInsufficient · 0
$8,984113,610 mi

Rio Rancho, NM

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

Moriarty, NM

UnscoredLimited · 6
$9,995102,104 mi

Comparison: 6 similar vehicles

Moriarty, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$9,99987,286 mi

Albuquerque, NM

2013 Honda Odyssey EX-L

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

2013 Honda Odyssey EX-L

Albuquerque, NM

UnscoredInsufficient · 0
$10,500121,799 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$10,900108,139 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$10,950144,295 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 4
$10,995180,200 mi

Comparison: 4 similar vehicles

Albuquerque, NM

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Albuquerque, NM

UnscoredInsufficient · 0
$11,90092,419 mi

Albuquerque, NM

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

Moriarty, NM

UnscoredInsufficient · 0
$11,99595,109 mi

Moriarty, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$11,995Mileage not verified

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$12,95070,000 mi

Albuquerque, NM

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

Belen, NM

UnscoredInsufficient · 0
$12,995101,966 mi

Belen, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$13,075106,170 mi

Albuquerque, NM

2017 Chrysler Pacifica Touring

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

2017 Chrysler Pacifica Touring

Albuquerque, NM

UnscoredInsufficient · 0
$13,600101,500 mi

Albuquerque, NM

2017 Toyota Sienna Limited

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

2017 Toyota Sienna Limited

Santa Fe, NM

UnscoredInsufficient · 0
$13,986157,344 mi

Santa Fe, NM

2015 Honda Odyssey EX

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

2015 Honda Odyssey EX

Albuquerque, NM

UnscoredInsufficient · 0
$14,529117,331 mi

Albuquerque, NM

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

Santa Fe, NM

UnscoredInsufficient · 0
$14,59595,874 mi

Santa Fe, NM

2018 Honda Odyssey EX

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

2018 Honda Odyssey EX

Albuquerque, NM

UnscoredInsufficient · 0
$14,800145,261 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$14,899108,046 mi

Albuquerque, NM

2013 Toyota Sienna XLE

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

2013 Toyota Sienna XLE

Albuquerque, NM

UnscoredInsufficient · 0
$14,912125,950 mi

Albuquerque, NM

2020 Dodge Grand Caravan SE Plus

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

2020 Dodge Grand Caravan SE Plus

Albuquerque, NM

UnscoredInsufficient · 0
$14,95052,000 mi

Albuquerque, NM

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Albuquerque, NM

UnscoredInsufficient · 0
$14,950154,000 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$14,995122,177 mi

Albuquerque, NM

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Moriarty, NM

UnscoredInsufficient · 0
$14,995104,243 mi

Moriarty, NM

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

Santa Fe, NM

UnscoredInsufficient · 0
$14,99569,900 mi

Santa Fe, NM

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Albuquerque, NM

UnscoredInsufficient · 4
$15,886118,561 mi

Comparison: 4 similar vehicles

Albuquerque, NM

2002 Volkswagen Eurovan MV

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

2002 Volkswagen Eurovan MV

Albuquerque, NM

UnscoredInsufficient · 0
$15,950234,144 mi

Albuquerque, NM

2020 Chrysler Voyager LX

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

2020 Chrysler Voyager LX

Albuquerque, NM

UnscoredInsufficient · 0
$16,40048,051 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$16,40090,868 mi

Albuquerque, NM

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

Santa Fe, NM

UnscoredInsufficient · 4
$16,495124,310 mi

Comparison: 4 similar vehicles

Santa Fe, NM

2018 Honda Odyssey EX

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

2018 Honda Odyssey EX

Albuquerque, NM

UnscoredInsufficient · 0
$16,900110,910 mi

Albuquerque, NM

2014 Toyota Sienna SE

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

2014 Toyota Sienna SE

Albuquerque, NM

UnscoredInsufficient · 0
$16,900106,337 mi

Albuquerque, NM

2018 Toyota Sienna Limited

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

2018 Toyota Sienna Limited

Albuquerque, NM

UnscoredInsufficient · 0
$16,950165,941 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 0
$16,96363,655 mi

Albuquerque, NM

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

Albuquerque, NM

UnscoredInsufficient · 4
$16,995100,905 mi

Comparison: 4 similar vehicles

Albuquerque, NM

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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