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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

106 listings found

2006 Kia Sedona LX

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

2006 Kia Sedona LX

Grand Junction, CO

UnscoredInsufficient · 0
$3,500220,327 mi

Grand Junction, CO

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

Grand Junction, CO

UnscoredInsufficient · 0
$3,595268,741 mi

Grand Junction, CO

2004 Mercury Monterey Convenience

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

2004 Mercury Monterey Convenience

Grand Junction, CO

UnscoredInsufficient · 0
$3,600Mileage not verified

Grand Junction, CO

2010 Kia Sedona LX

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

2010 Kia Sedona LX

Grand Junction, CO

UnscoredInsufficient · 0
$3,977139,108 mi

Grand Junction, CO

2007 Kia Sedona EX

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

2007 Kia Sedona EX

Grand Junction, CO

UnscoredInsufficient · 0
$3,999130,625 mi

Grand Junction, CO

2005 Chrysler Pacifica Touring

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

2005 Chrysler Pacifica Touring

Grand Junction, CO

UnscoredLimited · 7
$3,999191,970 mi

Comparison: 7 similar vehicles

Grand Junction, CO

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

Grand Junction, CO

UnscoredInsufficient · 3
$4,377173,844 mi

Comparison: 3 similar vehicles

Grand Junction, CO

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Grand Junction, CO

UnscoredInsufficient · 0
$5,999197,811 mi

Grand Junction, CO

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Delta, CO

UnscoredLimited · 5
$6,045162,170 mi

Comparison: 5 similar vehicles

Delta, CO

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

Grand Junction, CO

UnscoredInsufficient · 0
$8,399131,825 mi

Grand Junction, CO

2013 Nissan Quest S

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

2013 Nissan Quest S

Grand Junction, CO

UnscoredInsufficient · 0
$8,43584,200 mi

Grand Junction, CO

2015 Kia Sedona EX

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

2015 Kia Sedona EX

Grand Junction, CO

UnscoredInsufficient · 0
$8,48970,507 mi

Grand Junction, CO

2016 Toyota Sienna XLE Premium

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

2016 Toyota Sienna XLE Premium

Montrose, CO

UnscoredInsufficient · 0
$9,998161,112 mi

Montrose, CO

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Grand Junction, CO

UnscoredInsufficient · 0
$12,00056,082 mi

Grand Junction, CO

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

Montrose, CO

UnscoredLimited · 6
$12,071107,398 mi

Comparison: 6 similar vehicles

Montrose, CO

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

Grand Junction, CO

UnscoredInsufficient · 3
$12,399122,331 mi

Comparison: 3 similar vehicles

Grand Junction, CO

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Grand Junction, CO

UnscoredInsufficient · 0
$13,900104,893 mi

Grand Junction, CO

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

Grand Junction, CO

UnscoredInsufficient · 3
$14,39988,594 mi

Comparison: 3 similar vehicles

Grand Junction, CO

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Grand Junction, CO

UnscoredLimited · 6
$14,74994,775 mi

Comparison: 6 similar vehicles

Grand Junction, CO

2017 Toyota Sienna XLE

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

2017 Toyota Sienna XLE

Grand Junction, CO

UnscoredLimited · 10
$17,399161,142 mi

Comparison: 10 similar vehicles

Grand Junction, CO

2015 Toyota Sienna XLE

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

2015 Toyota Sienna XLE

Montrose, CO

UnscoredInsufficient · 3
$17,878116,123 mi

Comparison: 3 similar vehicles

Montrose, CO

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Grand Junction, CO

UnscoredInsufficient · 0
$18,99491,317 mi

Grand Junction, CO

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Grand Junction, CO

Fair PriceModerate · 20
$18,995108,479 mi

Market: $15,990 – $88,866

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Grand Junction, CO

2019 Honda Odyssey EX-L

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

2019 Honda Odyssey EX-L

Grand Junction, CO

UnscoredLimited · 6
$19,000120,055 mi

Comparison: 6 similar vehicles

Grand Junction, CO

2018 Honda Odyssey LX

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

2018 Honda Odyssey LX

Grand Junction, CO

UnscoredInsufficient · 0
$19,16897,014 mi

Grand Junction, CO

2002 Volkswagen Eurovan MV

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

2002 Volkswagen Eurovan MV

Grand Junction, CO

UnscoredInsufficient · 0
$19,500174,913 mi

Grand Junction, CO

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

Grand Junction, CO

Fair PriceLimited · 11
$19,84968,074 mi

Market: $15,988 – $20,037

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Grand Junction, CO

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

Grand Junction, CO

UnscoredInsufficient · 0
$19,99459,202 mi

Grand Junction, CO

2019 Honda Odyssey Elite

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

2019 Honda Odyssey Elite

Montrose, CO

UnscoredLimited · 9
$19,998156,220 mi

Comparison: 9 similar vehicles

Montrose, CO

2020 Chrysler Pacifica Touring L Plus

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

2020 Chrysler Pacifica Touring L Plus

Grand Junction, CO

OverpricedLimited · 13
$20,03374,728 mi

Market: $11,400 – $18,028

Comparison: 13 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Grand Junction, CO

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

Grand Junction, CO

OverpricedLimited · 11
$20,03781,060 mi

Market: $15,988 – $19,849

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Grand Junction, CO

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 Junction, CO

Great DealModerate · 23
$20,44858,657 mi

Market: $22,393 – $30,702

Comparison: 23 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 21 days listed (based on current market benchmarks)

Grand Junction, CO

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Grand Junction, CO

UnscoredLimited · 6
$20,49484,783 mi

Comparison: 6 similar vehicles

Grand Junction, CO

2018 Honda Odyssey EX

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

2018 Honda Odyssey EX

Grand Junction, CO

UnscoredInsufficient · 3
$20,99577,725 mi

Comparison: 3 similar vehicles

Grand Junction, CO

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Grand Junction, CO

UnscoredLimited · 6
$22,75359,095 mi

Comparison: 6 similar vehicles

Grand Junction, CO

2023 Chrysler Pacifica Limited

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

2023 Chrysler Pacifica Limited

Montrose, CO

UnscoredInsufficient · 4
$22,98880,475 mi

Comparison: 4 similar vehicles

Montrose, CO

2017 Toyota Sienna SE Premium

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

2017 Toyota Sienna SE Premium

Grand Junction, CO

UnscoredInsufficient · 0
$23,70485,311 mi

Grand Junction, CO

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

Grand Junction, CO

OverpricedLimited · 19
$23,72760,441 mi

Market: $19,496 – $22,297

Comparison: 19 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Grand Junction, CO

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Grand Junction, CO

UnscoredInsufficient · 0
$24,06054,173 mi

Grand Junction, CO

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Grand Junction, CO

UnscoredInsufficient · 0
$24,33748,796 mi

Grand Junction, CO

2023 Kia Carnival LX Seat Pkg

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

2023 Kia Carnival LX Seat Pkg

Grand Junction, CO

UnscoredLimited · 8
$24,94956,631 mi

Comparison: 8 similar vehicles

Grand Junction, CO

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 Junction, CO

Fair PriceLimited · 10
$24,99448,536 mi

Market: $22,998 – $72,745

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Grand Junction, CO

2019 Honda Odyssey Elite

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

2019 Honda Odyssey Elite

Grand Junction, CO

Fair PriceLimited · 11
$24,99597,693 mi

Market: $19,998 – $30,118

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Grand Junction, CO

2020 Toyota Sienna L

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

2020 Toyota Sienna L

Grand Junction, CO

UnscoredInsufficient · 0
$24,99660,799 mi

Grand Junction, CO

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 Junction, CO

UnscoredLimited · 8
$25,44821,225 mi

Comparison: 8 similar vehicles

Grand Junction, CO

2020 Honda Odyssey EX-L

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

2020 Honda Odyssey EX-L

Grand Junction, CO

UnscoredInsufficient · 4
$25,77494,453 mi

Comparison: 4 similar vehicles

Grand Junction, CO

2021 Toyota Sienna LE

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

2021 Toyota Sienna LE

Grand Junction, CO

UnscoredInsufficient · 0
$25,995138,492 mi

Grand Junction, CO

2020 Honda Odyssey EX-L

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

2020 Honda Odyssey EX-L

Grand Junction, CO

UnscoredInsufficient · 0
$29,04552,669 mi

Grand Junction, CO

2025 Kia Carnival LXS

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

2025 Kia Carnival LXS

Grand Junction, CO

UnscoredInsufficient · 0
$29,41245,270 mi

Grand Junction, CO

2025 Kia Carnival LXS

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

2025 Kia Carnival LXS

Grand Junction, CO

UnscoredInsufficient · 0
$29,69937,973 mi

Grand Junction, CO

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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