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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

144 listings found

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Fairbanks, AK

UnscoredInsufficient · 0
$4,444158,734 mi

Fairbanks, AK

2015 Kia Sedona SX Limited

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

2015 Kia Sedona SX Limited

Anchorage, AK

UnscoredInsufficient · 0
$5,950189,000 mi

Anchorage, AK

2012 Mercedes-Benz R-Class R350

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

2012 Mercedes-Benz R-Class R350

Anchorage, AK

UnscoredInsufficient · 0
$8,999107,186 mi

Anchorage, AK

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Fairbanks, AK

UnscoredInsufficient · 0
$9,753100,846 mi

Fairbanks, AK

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Anchorage, AK

UnscoredInsufficient · 0
$9,961132,804 mi

Anchorage, AK

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Anchorage, AK

UnscoredInsufficient · 0
$9,995165,987 mi

Anchorage, AK

2012 Toyota Sienna XLE

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

2012 Toyota Sienna XLE

Fairbanks, AK

UnscoredInsufficient · 0
$10,795178,144 mi

Fairbanks, AK

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Anchorage, AK

UnscoredInsufficient · 0
$10,996101,444 mi

Anchorage, AK

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Anchorage, AK

UnscoredInsufficient · 0
$12,595193,538 mi

Anchorage, AK

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

Anchorage, AK

UnscoredInsufficient · 0
$12,99992,894 mi

Anchorage, AK

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

Juneau, AK

UnscoredInsufficient · 0
$13,72979,156 mi

Juneau, AK

2015 Honda Odyssey Touring Elite

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

2015 Honda Odyssey Touring Elite

Fairbanks, AK

UnscoredInsufficient · 0
$13,995135,750 mi

Fairbanks, AK

2017 Honda Odyssey EX-L

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

2017 Honda Odyssey EX-L

Fairbanks, AK

UnscoredInsufficient · 0
$14,495111,160 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$14,75089,480 mi

Fairbanks, AK

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Fairbanks, AK

UnscoredInsufficient · 0
$14,995100,238 mi

Fairbanks, AK

2018 Toyota Sienna SE Premium

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

2018 Toyota Sienna SE Premium

Anchorage, AK

UnscoredInsufficient · 0
$14,99883,458 mi

Anchorage, AK

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

Juneau, AK

UnscoredInsufficient · 0
$15,39976,385 mi

Juneau, AK

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Wasilla, AK

UnscoredInsufficient · 0
$15,990104,634 mi

Wasilla, AK

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

Anchorage, AK

UnscoredInsufficient · 0
$16,90083,425 mi

Anchorage, AK

2016 Honda Odyssey SE

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

2016 Honda Odyssey SE

Anchorage, AK

UnscoredInsufficient · 0
$16,96191,010 mi

Anchorage, AK

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

Soldotna, AK

UnscoredInsufficient · 0
$16,98899,837 mi

Soldotna, AK

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

Anchorage, AK

UnscoredInsufficient · 0
$16,99595,871 mi

Anchorage, AK

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Soldotna, AK

UnscoredInsufficient · 0
$16,99585,945 mi

Soldotna, AK

2017 Toyota Sienna XLE

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

2017 Toyota Sienna XLE

Anchorage, AK

Salvage title
$16,999103,123 mi

Anchorage, AK

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

Anchorage, AK

UnscoredInsufficient · 0
$17,99557,716 mi

Anchorage, AK

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Soldotna, AK

UnscoredInsufficient · 0
$18,300122,095 mi

Soldotna, AK

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Wasilla, AK

UnscoredInsufficient · 3
$19,98080,117 mi

Comparison: 3 similar vehicles

Wasilla, AK

2018 Toyota Sienna LE

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

2018 Toyota Sienna LE

Soldotna, AK

UnscoredInsufficient · 0
$19,995129,748 mi

Soldotna, AK

2019 Toyota Sienna LE

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

2019 Toyota Sienna LE

Anchorage, AK

UnscoredInsufficient · 0
$19,99963,209 mi

Anchorage, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Wasilla, AK

UnscoredInsufficient · 0
$20,98068,301 mi

Wasilla, AK

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Wasilla, AK

UnscoredInsufficient · 3
$21,48074,691 mi

Comparison: 3 similar vehicles

Wasilla, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Anchorage, AK

UnscoredInsufficient · 0
$21,50047,333 mi

Anchorage, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Anchorage, AK

UnscoredInsufficient · 0
$21,99537,572 mi

Anchorage, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Anchorage, AK

UnscoredInsufficient · 0
$21,99538,465 mi

Anchorage, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Anchorage, AK

UnscoredInsufficient · 0
$21,99537,181 mi

Anchorage, AK

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Soldotna, AK

UnscoredInsufficient · 4
$22,50071,968 mi

Comparison: 4 similar vehicles

Soldotna, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Fairbanks, AK

UnscoredInsufficient · 0
$22,99537,427 mi

Fairbanks, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Fairbanks, AK

UnscoredInsufficient · 0
$22,99536,725 mi

Fairbanks, AK

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

Anchorage, AK

UnscoredInsufficient · 0
$22,99566,929 mi

Anchorage, AK

2018 Toyota Sienna L

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

2018 Toyota Sienna L

Soldotna, AK

UnscoredInsufficient · 0
$22,99557,055 mi

Soldotna, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Anchorage, AK

UnscoredInsufficient · 0
$23,00041,152 mi

Anchorage, AK

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

Anchorage, AK

UnscoredInsufficient · 0
$23,28864,945 mi

Anchorage, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Fairbanks, AK

UnscoredInsufficient · 0
$23,39444,280 mi

Fairbanks, AK

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Fairbanks, AK

UnscoredInsufficient · 0
$23,39439,708 mi

Fairbanks, AK

2022 Chrysler Pacifica Hybrid Touring L

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

2022 Chrysler Pacifica Hybrid Touring L

Anchorage, AK

UnscoredInsufficient · 0
$24,27637,818 mi

Anchorage, AK

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Fairbanks, AK

UnscoredInsufficient · 0
$24,39453,703 mi

Fairbanks, AK

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

Anchorage, AK

UnscoredInsufficient · 3
$24,95067,961 mi

Comparison: 3 similar vehicles

Anchorage, AK

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

Wasilla, AK

UnscoredInsufficient · 0
$24,98051,546 mi

Wasilla, AK

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Anchorage, AK

UnscoredInsufficient · 3
$24,99645,671 mi

Comparison: 3 similar vehicles

Anchorage, AK

2020 Toyota Sienna LE

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

2020 Toyota Sienna LE

Anchorage, AK

UnscoredInsufficient · 0
$24,99955,580 mi

Anchorage, AK

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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