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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 · November 3, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

165 listings found

2018 Subaru Legacy Premium

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

2018 Subaru Legacy Premium

Kingston, NY

UnscoredInsufficient · 3
$9,870139,633 mi

Comparison: 3 similar vehicles

Kingston, NY

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Kingston, NY

Unscored
$9,995126,000 mi

Comparison: 59 similar vehicles

Kingston, NY

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Kingston, NY

Unscored
$10,245139,721 mi

Comparison: 69 similar vehicles

Kingston, NY

2017 Subaru Legacy Premium

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

2017 Subaru Legacy Premium

Kingston, NY

Unscored
$10,985130,557 mi

Comparison: 52 similar vehicles

Kingston, NY

2014 Subaru Impreza 2.0I

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

2014 Subaru Impreza 2.0I

Kingston, NY

Fair PriceModerate · 36
$10,995113,000 mi

Market: $4,290 – $12,995

Comparison: 36 similar vehicles

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

Kingston, NY

2016 Subaru Forester i

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

2016 Subaru Forester i

Kingston, NY

Fair PriceRobust · 81
$11,995106,065 mi

Market: $5,250 – $18,990

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Kingston, NY

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Kingston, NY

UnscoredInsufficient · 3
$11,995117,000 mi

Comparison: 3 similar vehicles

Kingston, NY

2017 Subaru Crosstrek Limited

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

2017 Subaru Crosstrek Limited

Kingston, NY

Unscored
$12,495148,951 mi

Comparison: 106 similar vehicles

Kingston, NY

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Kingston, NY

Fair PriceRobust · 71
$12,99599,000 mi

Market: $3,500 – $13,950

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Kingston, NY

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Kingston, NY

Fair PriceRobust · 71
$12,995119,000 mi

Market: $3,500 – $13,950

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Kingston, NY

2017 Subaru Forester XT Premium

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

2017 Subaru Forester XT Premium

Kingston, NY

Unscored
$13,175110,053 mi

Comparison: 7 similar vehicles

Kingston, NY

2020 Subaru Impreza Base

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

2020 Subaru Impreza Base

Kingston, NY

Unscored
$13,97594,061 mi

Comparison: 6 similar vehicles

Kingston, NY

2019 Subaru Impreza Sport

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

2019 Subaru Impreza Sport

Kingston, NY

Fair PriceRobust · 82
$13,985101,288 mi

Market: $8,995 – $17,795

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Kingston, NY

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Kingston, NY

Unscored
$15,32095,132 mi

Comparison: 5 similar vehicles

Kingston, NY

2016 Subaru Forester i Limited

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

2016 Subaru Forester i Limited

Kingston, NY

Fair PriceRobust · 56
$15,995120,000 mi

Market: $4,900 – $18,171

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Kingston, NY

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Kingston, NY

UnscoredInsufficient · 3
$16,60278,592 mi

Comparison: 3 similar vehicles

Kingston, NY

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Kingston, NY

UnscoredInsufficient · 4
$16,75586,480 mi

Comparison: 4 similar vehicles

Kingston, NY

2019 Subaru Outback Premium

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

2019 Subaru Outback Premium

Kingston, NY

Fair PriceRobust · 171
$17,41986,869 mi

Market: $8,499 – $19,390

Comparison: 171 similar vehicles

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

Kingston, NY

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Kingston, NY

Fair PriceRobust · 271
$17,62081,385 mi

Market: $4,200 – $20,649

Comparison: 271 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Kingston, NY

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Kingston, NY

Fair PriceRobust · 240
$17,82083,459 mi

Market: $7,295 – $19,995

Comparison: 240 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Kingston, NY

2020 Subaru Impreza Sport

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

2020 Subaru Impreza Sport

Kingston, NY

OverpricedLimited · 19
$18,17295,961 mi

Market: $10,000 – $17,820

Comparison: 19 similar vehicles

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

Kingston, NY

2020 Subaru Forester Premium

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

2020 Subaru Forester Premium

Kingston, NY

UnscoredInsufficient · 4
$18,51691,936 mi

Comparison: 4 similar vehicles

Kingston, NY

2018 Subaru Crosstrek Limited

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

2018 Subaru Crosstrek Limited

Kingston, NY

Fair PriceRobust · 189
$18,82090,517 mi

Market: $9,500 – $20,990

Comparison: 189 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Kingston, NY

2020 Subaru Outback Touring

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

2020 Subaru Outback Touring

Kingston, NY

Fair PriceRobust · 93
$19,17089,847 mi

Market: $13,349 – $24,347

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Kingston, NY

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Kingston, NY

Fair PriceRobust · 236
$19,17267,826 mi

Market: $7,295 – $19,998

Comparison: 236 similar vehicles

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

Kingston, NY

2021 Subaru Crosstrek Premium

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

2021 Subaru Crosstrek Premium

Kingston, NY

UnscoredInsufficient · 4
$19,49073,895 mi

Comparison: 4 similar vehicles

Kingston, NY

2021 Subaru Ascent Limited

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

2021 Subaru Ascent Limited

Kingston, NY

Fair PriceRobust · 123
$20,164106,423 mi

Market: $12,490 – $26,390

Comparison: 123 similar vehicles

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

Kingston, NY

2022 Subaru Legacy Limited

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

2022 Subaru Legacy Limited

Kingston, NY

Fair PriceModerate · 48
$20,174110,189 mi

Market: $18,172 – $23,975

Comparison: 48 similar vehicles

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

Kingston, NY

2019 Subaru Crosstrek Base

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

2019 Subaru Crosstrek Base

Kingston, NY

UnscoredInsufficient · 0
$20,65851,959 mi

Kingston, NY

2023 Subaru Crosstrek Sport

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

2023 Subaru Crosstrek Sport

Kingston, NY

Fair PriceModerate · 30
$21,60573,470 mi

Market: $16,485 – $25,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Kingston, NY

2022 Subaru Impreza Premium

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

2022 Subaru Impreza Premium

Kingston, NY

Unscored
$21,92515,789 mi

Comparison: 10 similar vehicles

Kingston, NY

2021 Subaru Outback Limited

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

2021 Subaru Outback Limited

Kingston, NY

Fair PriceRobust · 149
$21,94183,160 mi

Market: $13,900 – $24,995

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Kingston, NY

2019 Subaru Forester Premium

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

2019 Subaru Forester Premium

Kingston, NY

Fair PriceModerate · 44
$22,16241,050 mi

Market: $19,800 – $26,999

Comparison: 44 similar vehicles

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

Kingston, NY

2021 Subaru Crosstrek Sport

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

2021 Subaru Crosstrek Sport

Kingston, NY

Fair PriceRobust · 110
$22,29970,579 mi

Market: $12,795 – $23,481

Comparison: 110 similar vehicles

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

Kingston, NY

2020 Subaru Forester Premium

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

2020 Subaru Forester Premium

Kingston, NY

Fair PriceRobust · 58
$23,17957,533 mi

Market: $21,999 – $24,977

Comparison: 58 similar vehicles

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

Kingston, NY

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Kingston, NY

Fair PriceRobust · 68
$23,27562,310 mi

Market: $18,788 – $29,085

Comparison: 68 similar vehicles

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

Kingston, NY

2023 Subaru Forester Base

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

2023 Subaru Forester Base

Kingston, NY

Fair PriceRobust · 58
$23,77031,157 mi

Market: $22,485 – $27,347

Comparison: 58 similar vehicles

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

Kingston, NY

2021 Subaru Crosstrek Sport

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

2021 Subaru Crosstrek Sport

Kingston, NY

Fair PriceLimited · 13
$23,77733,788 mi

Market: $21,432 – $27,961

Comparison: 13 similar vehicles

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

Kingston, NY

2024 Subaru Impreza RS

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

2024 Subaru Impreza RS

Kingston, NY

Fair PriceRobust · 63
$24,12646,855 mi

Market: $21,990 – $25,062

Comparison: 63 similar vehicles

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

Kingston, NY

2023 Subaru Forester Limited

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

2023 Subaru Forester Limited

Kingston, NY

Fair PriceRobust · 88
$24,47749,706 mi

Market: $23,825 – $30,977

Comparison: 88 similar vehicles

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

Kingston, NY

2023 Subaru Crosstrek Sport

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

2023 Subaru Crosstrek Sport

Kingston, NY

Fair PriceModerate · 28
$24,97838,820 mi

Market: $19,600 – $25,990

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Kingston, NY

2024 Subaru Crosstrek Base

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

2024 Subaru Crosstrek Base

Kingston, NY

Fair PriceRobust · 60
$25,01430,914 mi

Market: $22,174 – $25,998

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Kingston, NY

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Kingston, NY

Fair PriceModerate · 25
$25,28931,792 mi

Market: $22,695 – $27,100

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Kingston, NY

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Kingston, NY

Unscored
$25,78854,058 mi

Comparison: 6 similar vehicles

Kingston, NY

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Kingston, NY

Fair PriceModerate · 22
$25,85327,323 mi

Market: $24,940 – $27,475

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Kingston, NY

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Kingston, NY

Fair PriceModerate · 22
$25,94628,391 mi

Market: $24,940 – $27,475

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Kingston, NY

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Kingston, NY

Unscored
$26,03155,594 mi

Comparison: 6 similar vehicles

Kingston, NY

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Kingston, NY

Fair PriceRobust · 112
$26,12759,896 mi

Market: $19,999 – $28,997

Comparison: 112 similar vehicles

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

Kingston, NY

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Kingston, NY

Fair PriceRobust · 64
$26,17040,536 mi

Market: $22,994 – $33,988

Comparison: 64 similar vehicles

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

Kingston, NY

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Kingston, NY

Fair PriceRobust · 291
$26,480Mileage not verified

Market: $24,725 – $27,951

Comparison: 291 similar vehicles

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

Kingston, NY

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.
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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