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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

45 listings found

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

Thompson, ND

UnscoredInsufficient · 0
$3,995203,172 mi

Thompson, ND

2001 Chrysler Town & Country LX

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

2001 Chrysler Town & Country LX

Hallock, MN

UnscoredInsufficient · 0
$4,025139,948 mi

Hallock, MN

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

Thompson, ND

UnscoredInsufficient · 0
$4,500166,303 mi

Thompson, ND

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

Grand Forks, ND

UnscoredInsufficient · 3
$5,289184,297 mi

Comparison: 3 similar vehicles

Grand Forks, ND

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

Thompson, ND

UnscoredInsufficient · 3
$5,500204,021 mi

Comparison: 3 similar vehicles

Thompson, ND

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

Thompson, ND

UnscoredInsufficient · 0
$5,500179,959 mi

Thompson, ND

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

Grand Forks, ND

UnscoredInsufficient · 0
$5,589191,946 mi

Grand Forks, ND

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

Grand Forks, ND

UnscoredInsufficient · 0
$7,980121,706 mi

Grand Forks, ND

2013 Chrysler Town & Country Touring-L

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

2013 Chrysler Town & Country Touring-L

Grand Forks, ND

UnscoredInsufficient · 0
$7,990136,121 mi

Grand Forks, ND

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Grand Forks, ND

UnscoredInsufficient · 0
$8,28985,559 mi

Grand Forks, ND

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

Michigan, ND

UnscoredLimited · 6
$9,995132,905 mi

Comparison: 6 similar vehicles

Michigan, ND

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

Grand Forks, ND

UnscoredLimited · 6
$10,760164,429 mi

Comparison: 6 similar vehicles

Grand Forks, ND

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

Grand Forks, ND

UnscoredLimited · 6
$13,990122,792 mi

Comparison: 6 similar vehicles

Grand Forks, ND

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

Grand Forks, ND

UnscoredInsufficient · 4
$15,780125,963 mi

Comparison: 4 similar vehicles

Grand Forks, ND

2015 Toyota Sienna XLE

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

2015 Toyota Sienna XLE

Grand Forks, ND

UnscoredInsufficient · 0
$15,990132,026 mi

Grand Forks, ND

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Grand Forks, ND

UnscoredLimited · 6
$21,79975,005 mi

Comparison: 6 similar vehicles

Grand Forks, ND

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Grand Forks, ND

Fair PriceModerate · 28
$22,29862,128 mi

Market: $17,990 – $25,345

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Grand Forks, ND

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Grand Forks, ND

Fair PriceRobust · 56
$23,29865,137 mi

Market: $19,847 – $27,340

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Grand Forks, ND

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Hallock, MN

UnscoredInsufficient · 0
$25,21358,747 mi

Hallock, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Hallock, MN

Fair PriceLimited · 19
$27,35660,114 mi

Market: $24,689 – $28,376

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Hallock, MN

2024 Chrysler Pacifica Limited

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

2024 Chrysler Pacifica Limited

Grand Forks, ND

UnscoredInsufficient · 0
$29,29958,594 mi

Grand Forks, ND

2025 Honda Odyssey EX-L

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

2025 Honda Odyssey EX-L

Grand Forks, ND

UnscoredLimited · 9
$34,29453,078 mi

Comparison: 9 similar vehicles

Grand Forks, ND

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Grand Forks, ND

Fair PriceLimited · 16
$36,560Mileage not verified

Market: $37,245 – $41,971

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 411 days listed (based on current market benchmarks)

Grand Forks, ND

2024 Kia Carnival SX

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

2024 Kia Carnival SX

Oslo, MN

UnscoredInsufficient · 0
$36,98030,072 mi

Oslo, MN

2026 Kia Carnival LXS

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

2026 Kia Carnival LXS

Grand Forks, ND

UnscoredInsufficient · 0
$39,015Mileage not verified

Grand Forks, ND

2025 Honda Odyssey Sport L

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

2025 Honda Odyssey Sport L

Cavalier, ND

UnscoredInsufficient · 0
$39,19814,736 mi

Cavalier, ND

2027 Chrysler Voyager LX

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

2027 Chrysler Voyager LX

Grand Forks, ND

Fair PriceLimited · 11
$41,525Mileage not verified

Market: $37,299 – $42,165

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Grand Forks, ND

2027 Chrysler Voyager LX

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

2027 Chrysler Voyager LX

Grand Forks, ND

Fair PriceLimited · 11
$41,526Mileage not verified

Market: $37,299 – $42,165

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Grand Forks, ND

2026 Honda Odyssey EX-L

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

2026 Honda Odyssey EX-L

Grand Forks, ND

UnscoredInsufficient · 4
$41,981Mileage not verified

Comparison: 4 similar vehicles

Grand Forks, ND

2026 Honda Odyssey EX-L

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

2026 Honda Odyssey EX-L

Grand Forks, ND

UnscoredInsufficient · 4
$42,927Mileage not verified

Comparison: 4 similar vehicles

Grand Forks, ND

2027 Kia Carnival EX

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

2027 Kia Carnival EX

Grand Forks, ND

UnscoredInsufficient · 0
$43,987Mileage not verified

Grand Forks, ND

2026 Honda Odyssey EX-L

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

2026 Honda Odyssey EX-L

Grand Forks, ND

UnscoredInsufficient · 4
$44,086286 mi

Comparison: 4 similar vehicles

Grand Forks, ND

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Grand Forks, ND

Fair PriceRobust · 54
$45,355Mileage not verified

Market: $41,906 – $54,055

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Grand Forks, ND

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Grand Forks, ND

UnscoredLimited · 9
$45,644Mileage not verified

Comparison: 9 similar vehicles

Grand Forks, ND

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Grand Forks, ND

UnscoredLimited · 9
$45,869Mileage not verified

Comparison: 9 similar vehicles

Grand Forks, ND

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Grand Forks, ND

Fair PriceRobust · 54
$46,260Mileage not verified

Market: $41,906 – $54,055

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Grand Forks, ND

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Grand Forks, ND

Fair PriceRobust · 54
$48,227Mileage not verified

Market: $41,906 – $54,055

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Grand Forks, ND

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Hallock, MN

Fair PriceModerate · 31
$48,323Mileage not verified

Market: $41,906 – $54,055

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Hallock, MN

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Grand Forks, ND

UnscoredInsufficient · 0
$49,355Mileage not verified

Grand Forks, ND

2027 Kia Carnival SX

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

2027 Kia Carnival SX

Grand Forks, ND

Fair PriceLimited · 14
$50,330Mileage not verified

Market: $49,224 – $52,539

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Grand Forks, ND

2026 Toyota Sienna XLE

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

2026 Toyota Sienna XLE

Grand Forks, ND

Fair PriceLimited · 13
$50,659Mileage not verified

Market: $49,484 – $54,234

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Grand Forks, ND

2026 Toyota Sienna XSE

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

2026 Toyota Sienna XSE

Grand Forks, ND

UnscoredInsufficient · 0
$53,953Mileage not verified

Grand Forks, ND

2026 Toyota Sienna Woodland Edition

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

2026 Toyota Sienna Woodland Edition

Grand Forks, ND

UnscoredLimited · 5
$55,879Mileage not verified

Comparison: 5 similar vehicles

Grand Forks, ND

2026 Toyota Sienna Limited

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

2026 Toyota Sienna Limited

Grand Forks, ND

UnscoredLimited · 5
$58,434Mileage not verified

Comparison: 5 similar vehicles

Grand Forks, ND

2026 Toyota Sienna Limited

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

2026 Toyota Sienna Limited

Grand Forks, ND

UnscoredLimited · 5
$59,497Mileage not verified

Comparison: 5 similar vehicles

Grand Forks, ND

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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