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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

79 listings found

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Bangor, ME

UnscoredInsufficient · 3
$14,96668,049 mi

Comparison: 3 similar vehicles

Bangor, ME

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

Searsport, ME

OverpricedLimited · 10
$16,34278,492 mi

Market: $9,988 – $15,672

Comparison: 10 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Searsport, ME

2021 Chrysler Voyager LXI

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

2021 Chrysler Voyager LXI

Waterville, ME

UnscoredLimited · 6
$17,50093,875 mi

Comparison: 6 similar vehicles

Waterville, ME

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

Bangor, ME

OverpricedLimited · 16
$18,97584,880 mi

Market: $13,580 – $14,637

Comparison: 16 similar vehicles

Priced ~30% above the typical market range for similar vehicles (based on current market benchmarks)

Bangor, ME

2017 Toyota Sienna XLE

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

2017 Toyota Sienna XLE

Winslow, ME

UnscoredLimited · 14
$19,995157,454 mi

Comparison: 14 similar vehicles

Winslow, ME

2015 Toyota Sienna Limited

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

2015 Toyota Sienna Limited

Winslow, ME

UnscoredInsufficient · 4
$19,995110,736 mi

Comparison: 4 similar vehicles

Winslow, ME

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

Newport, ME

UnscoredModerate · 28
$21,966130,249 mi

Comparison: 28 similar vehicles

Newport, ME

2024 Chrysler Voyager LX

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

2024 Chrysler Voyager LX

Waterville, ME

OverpricedModerate · 20
$23,46664,388 mi

Market: $19,126 – $22,500

Comparison: 20 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Waterville, ME

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Skowhegan, ME

Fair PriceModerate · 27
$23,99058,111 mi

Market: $18,398 – $23,990

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Skowhegan, ME

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

Waterville, ME

Fair PriceModerate · 46
$24,54473,013 mi

Market: $20,990 – $25,461

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Waterville, ME

2022 Kia Carnival SX

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

2022 Kia Carnival SX

Waterville, ME

UnscoredInsufficient · 0
$24,74491,109 mi

Waterville, ME

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

Waterville, ME

Fair PriceModerate · 29
$24,98859,664 mi

Market: $22,789 – $25,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Waterville, ME

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

Waterville, ME

Fair PriceModerate · 44
$25,46656,826 mi

Market: $19,450 – $27,800

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Waterville, ME

2022 Chrysler Pacifica Hybrid Limited

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

2022 Chrysler Pacifica Hybrid Limited

Bangor, ME

UnscoredInsufficient · 0
$26,99930,021 mi

Bangor, ME

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

Searsport, ME

OverpricedModerate · 41
$27,80051,474 mi

Market: $19,450 – $27,449

Comparison: 41 similar vehicles

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

Searsport, ME

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Clinton, ME

UnscoredInsufficient · 0
$28,99519,769 mi

Clinton, ME

2021 Toyota Sienna XLE

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

2021 Toyota Sienna XLE

Oakland, ME

UnscoredModerate · 31
$29,755123,350 mi

Comparison: 31 similar vehicles

Oakland, ME

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Waterville, ME

Fair PriceLimited · 16
$30,99922,682 mi

Market: $30,990 – $31,889

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Waterville, ME

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

Dover-Foxcroft, ME

UnscoredLimited · 9
$31,69539,100 mi

Comparison: 9 similar vehicles

Dover-Foxcroft, ME

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Oakland, ME

Fair PriceRobust · 76
$32,96655,557 mi

Market: $27,777 – $33,995

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Oakland, ME

2025 Chrysler Pacifica Limited

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

2025 Chrysler Pacifica Limited

Pittsfield, ME

UnscoredLimited · 5
$33,99555,005 mi

Comparison: 5 similar vehicles

Pittsfield, ME

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

Bangor, ME

OverpricedModerate · 34
$34,99553,180 mi

Market: $30,663 – $34,255

Comparison: 34 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Bangor, ME

2025 Kia Carnival LXS

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

2025 Kia Carnival LXS

Bangor, ME

UnscoredInsufficient · 0
$34,99926,810 mi

Bangor, ME

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

Waterville, ME

Fair PriceRobust · 60
$35,96648,722 mi

Market: $30,199 – $36,149

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Waterville, ME

2024 Honda Odyssey SPORT

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

2024 Honda Odyssey SPORT

Pittsfield, ME

UnscoredLimited · 6
$36,99530,271 mi

Comparison: 6 similar vehicles

Pittsfield, ME

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Bangor, ME

UnscoredLimited · 9
$37,824Mileage not verified

Comparison: 9 similar vehicles

Bangor, ME

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Ellsworth, ME

Fair PriceLimited · 11
$38,749Mileage not verified

Market: $37,175 – $40,585

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 319 days listed (based on current market benchmarks)

Ellsworth, ME

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Lincoln, ME

UnscoredInsufficient · 0
$39,057Mileage not verified

Lincoln, ME

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Bangor, ME

UnscoredLimited · 9
$39,465Mileage not verified

Comparison: 9 similar vehicles

Bangor, ME

2026 Chrysler Voyager LX

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

2026 Chrysler Voyager LX

Ellsworth, ME

OverpricedLimited · 11
$40,585Mileage not verified

Market: $37,175 – $40,484

Comparison: 11 similar vehicles

Ellsworth, ME

2024 Kia Carnival SX Prestige

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

2024 Kia Carnival SX Prestige

Bangor, ME

UnscoredInsufficient · 0
$40,98124,635 mi

Bangor, ME

2027 Kia Carnival LXS

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

2027 Kia Carnival LXS

Bangor, ME

Fair PriceModerate · 43
$41,975Mileage not verified

Market: $39,222 – $43,632

Comparison: 43 similar vehicles

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

Bangor, ME

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Lincoln, ME

UnscoredInsufficient · 0
$42,812Mileage not verified

Lincoln, ME

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Ellsworth, ME

Fair PriceLimited · 15
$43,443551 mi

Market: $44,194 – $49,272

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 179 days listed (based on current market benchmarks)

Ellsworth, ME

2027 Chrysler Voyager LX

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

2027 Chrysler Voyager LX

Waterville, ME

OverpricedLimited · 14
$43,815Mileage not verified

Market: $42,139 – $43,027

Comparison: 14 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Waterville, ME

2026 Kia Carnival EX

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

2026 Kia Carnival EX

Bangor, ME

UnscoredLimited · 9
$44,100Mileage not verified

Comparison: 9 similar vehicles

Bangor, ME

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Ellsworth, ME

Fair PriceLimited · 16
$44,194Mileage not verified

Market: $43,443 – $49,272

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Ellsworth, ME

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Ellsworth, ME

Fair PriceModerate · 29
$45,309Mileage not verified

Market: $42,617 – $49,968

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Ellsworth, ME

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

Ellsworth, ME

UnscoredInsufficient · 4
$45,709Mileage not verified

Comparison: 4 similar vehicles

Ellsworth, ME

2027 Honda Odyssey EX-L

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

2027 Honda Odyssey EX-L

Ellsworth, ME

UnscoredInsufficient · 4
$45,744Mileage not verified

Comparison: 4 similar vehicles

Ellsworth, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Waterville, ME

Fair PriceRobust · 56
$45,915Mileage not verified

Market: $41,450 – $47,918

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Waterville, ME

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Madison, ME

UnscoredLimited · 9
$46,039Mileage not verified

Comparison: 9 similar vehicles

Madison, ME

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Newport, ME

Fair PriceLimited · 12
$46,2721,542 mi

Market: $45,135 – $49,355

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Newport, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Brewer, ME

UnscoredInsufficient · 3
$46,288Mileage not verified

Comparison: 3 similar vehicles

Brewer, ME

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

Ellsworth, ME

UnscoredInsufficient · 4
$46,374Mileage not verified

Comparison: 4 similar vehicles

Ellsworth, ME

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Lincoln, ME

UnscoredInsufficient · 0
$46,452Mileage not verified

Lincoln, ME

2027 Honda Odyssey EX-L

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

2027 Honda Odyssey EX-L

Ellsworth, ME

UnscoredInsufficient · 4
$46,704Mileage not verified

Comparison: 4 similar vehicles

Ellsworth, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Brewer, ME

UnscoredInsufficient · 3
$46,763Mileage not verified

Comparison: 3 similar vehicles

Brewer, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Brewer, ME

UnscoredInsufficient · 3
$46,763Mileage not verified

Comparison: 3 similar vehicles

Brewer, ME

2027 Honda Odyssey EX-L

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

2027 Honda Odyssey EX-L

Bangor, ME

UnscoredInsufficient · 4
$46,774Mileage not verified

Comparison: 4 similar vehicles

Bangor, ME

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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