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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

142 listings found

2014 Toyota Sienna LE

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

2014 Toyota Sienna LE

Columbia Falls, ME

UnscoredInsufficient · 0
$4,990172,000 mi

Columbia Falls, ME

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Auburn, ME

UnscoredLimited · 6
$5,000202,000 mi

Comparison: 6 similar vehicles

Auburn, ME

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Bethel, ME

UnscoredLimited · 14
$7,990198,085 mi

Comparison: 14 similar vehicles

Bethel, ME

2015 Toyota Sienna Limited

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

2015 Toyota Sienna Limited

Leeds, ME

UnscoredInsufficient · 4
$8,995195,427 mi

Comparison: 4 similar vehicles

Leeds, ME

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Columbia Falls, ME

UnscoredInsufficient · 0
$10,990166,400 mi

Columbia Falls, ME

2016 Toyota Sienna XLE

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

2016 Toyota Sienna XLE

Saco, ME

UnscoredLimited · 11
$13,551179,865 mi

Comparison: 11 similar vehicles

Saco, ME

2019 Toyota Sienna LE

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

2019 Toyota Sienna LE

Saco, ME

UnscoredInsufficient · 4
$13,818172,307 mi

Comparison: 4 similar vehicles

Saco, ME

2017 Toyota Sienna XLE Premium

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

2017 Toyota Sienna XLE Premium

Lewiston, ME

UnscoredLimited · 9
$17,296143,645 mi

Comparison: 9 similar vehicles

Lewiston, ME

2017 Toyota Sienna XLE Premium

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

2017 Toyota Sienna XLE Premium

Saco, ME

UnscoredLimited · 6
$18,634126,687 mi

Comparison: 6 similar vehicles

Saco, ME

2019 Toyota Sienna L

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

2019 Toyota Sienna L

Biddeford, ME

UnscoredInsufficient · 0
$19,990103,437 mi

Biddeford, 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 · 16
$19,995157,454 mi

Comparison: 16 similar vehicles

Winslow, ME

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Brunswick, ME

Fair PriceModerate · 31
$19,99579,458 mi

Market: $7,796 – $22,003

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Brunswick, 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

2018 Toyota Sienna LE

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

2018 Toyota Sienna LE

South Berwick, ME

Fair PriceModerate · 44
$21,76591,850 mi

Market: $11,750 – $24,967

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

South Berwick, ME

2018 Toyota Sienna XLE Premium

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

2018 Toyota Sienna XLE Premium

Oxford, ME

UnscoredLimited · 13
$21,995120,800 mi

Comparison: 13 similar vehicles

Oxford, ME

2019 Toyota Sienna XLE Premium

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

2019 Toyota Sienna XLE Premium

Westbrook, ME

UnscoredInsufficient · 3
$27,22589,250 mi

Comparison: 3 similar vehicles

Westbrook, ME

2021 Toyota Sienna XLE

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

2021 Toyota Sienna XLE

Waterville, ME

UnscoredModerate · 30
$29,755123,350 mi

Comparison: 30 similar vehicles

Waterville, ME

2015 Toyota Sienna Limited

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

2015 Toyota Sienna Limited

South Portland, ME

UnscoredInsufficient · 0
$29,99853,912 mi

South Portland, ME

2022 Toyota Sienna XLE

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

2022 Toyota Sienna XLE

Sabattus, ME

UnscoredInsufficient · 3
$32,490115,618 mi

Comparison: 3 similar vehicles

Sabattus, ME

2021 Toyota Sienna LE

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

2021 Toyota Sienna LE

Westbrook, ME

Fair PriceLimited · 13
$32,99169,022 mi

Market: $28,999 – $64,990

Comparison: 13 similar vehicles

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

Westbrook, ME

2019 Toyota Sienna LE

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

2019 Toyota Sienna LE

Presque Isle, ME

UnscoredInsufficient · 0
$33,38244,800 mi

Presque Isle, ME

2021 Toyota Sienna XLE

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

2021 Toyota Sienna XLE

Biddeford, ME

Fair PriceRobust · 50
$35,99581,474 mi

Market: $26,491 – $36,687

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Biddeford, ME

2023 Toyota Sienna LE

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

2023 Toyota Sienna LE

Saco, ME

Fair PriceModerate · 20
$37,98135,226 mi

Market: $38,064 – $50,699

Comparison: 20 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 64 days listed (based on current market benchmarks)

Saco, ME

2023 Toyota Sienna XLE

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

2023 Toyota Sienna XLE

Thomaston, ME

UnscoredLimited · 6
$38,07391,100 mi

Comparison: 6 similar vehicles

Thomaston, ME

2024 Toyota Sienna LE

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

2024 Toyota Sienna LE

Thomaston, ME

UnscoredLimited · 5
$39,47444,820 mi

Comparison: 5 similar vehicles

Thomaston, ME

No Photo

2025 Toyota Sienna LE

Houlton, ME

UnscoredInsufficient · 0
$41,9955,301 mi

Houlton, ME

2021 Toyota Sienna Platinum

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

2021 Toyota Sienna Platinum

Scarborough, ME

UnscoredInsufficient · 0
$42,68960,022 mi

Scarborough, ME

2024 Toyota Sienna XSE

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

2024 Toyota Sienna XSE

Saco, ME

UnscoredInsufficient · 0
$44,58950,598 mi

Saco, ME

2024 Toyota Sienna XLE

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

2024 Toyota Sienna XLE

Scarborough, ME

Fair PriceLimited · 13
$44,75037,522 mi

Market: $43,694 – $83,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Scarborough, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Thomaston, ME

UnscoredInsufficient · 3
$45,330Mileage not verified

Comparison: 3 similar vehicles

Thomaston, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Saco, ME

UnscoredLimited · 8
$45,410Mileage not verified

Comparison: 8 similar vehicles

Saco, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Thomaston, ME

UnscoredInsufficient · 3
$45,535Mileage not verified

Comparison: 3 similar vehicles

Thomaston, 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 · 55
$45,915Mileage not verified

Market: $41,450 – $47,769

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Waterville, ME

No Photo

2024 Toyota Sienna LE

Houlton, ME

UnscoredInsufficient · 0
$45,99530,086 mi

Houlton, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Saco, ME

UnscoredLimited · 8
$46,090Mileage not verified

Comparison: 8 similar vehicles

Saco, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Topsham, ME

Fair PriceLimited · 14
$46,144Mileage not verified

Market: $46,290 – $47,879

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 8 days listed (based on current market benchmarks)

Topsham, 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 Toyota Sienna LE

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

2026 Toyota Sienna LE

Topsham, ME

Fair PriceLimited · 14
$46,290Mileage not verified

Market: $46,144 – $47,879

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Topsham, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Augusta, ME

Fair PriceLimited · 15
$46,384Mileage not verified

Market: $46,144 – $47,879

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Augusta, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Topsham, ME

Fair PriceLimited · 14
$46,429Mileage not verified

Market: $46,144 – $47,879

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Topsham, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Topsham, ME

Fair PriceLimited · 14
$46,459Mileage not verified

Market: $46,144 – $47,879

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Topsham, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Augusta, ME

UnscoredInsufficient · 4
$46,4946,807 mi

Comparison: 4 similar vehicles

Augusta, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Augusta, ME

Fair PriceLimited · 14
$46,569Mileage not verified

Market: $46,144 – $47,879

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Augusta, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Thomaston, ME

UnscoredInsufficient · 3
$46,650Mileage not verified

Comparison: 3 similar vehicles

Thomaston, ME

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Auburn, ME

Fair PriceLimited · 15
$46,749Mileage not verified

Market: $46,144 – $47,879

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Auburn, 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

2026 Toyota Sienna LE

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

2026 Toyota Sienna LE

Thomaston, ME

UnscoredInsufficient · 3
$46,765Mileage not verified

Comparison: 3 similar vehicles

Thomaston, 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
$46,838Mileage not verified

Comparison: 3 similar vehicles

Brewer, ME

2024 Toyota Sienna XLE

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

2024 Toyota Sienna XLE

Gorham, ME

UnscoredInsufficient · 3
$46,99520,944 mi

Comparison: 3 similar vehicles

Gorham, 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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