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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

254 listings found

2011 Subaru Outback Base

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

2011 Subaru Outback Base

Fairfax, VA

UnscoredInsufficient · 0
$7,248146,175 mi

Fairfax, VA

2017 Subaru Crosstrek Premium

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

2017 Subaru Crosstrek Premium

Fairfax, VA

Fair PriceModerate · 20
$12,69099,521 mi

Market: $9,539 – $18,137

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Fairfax, VA

2017 Subaru WRX Premium

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

2017 Subaru WRX Premium

Fairfax, VA

Unscored
$12,995139,309 mi

Comparison: 8 similar vehicles

Fairfax, VA

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Fairfax, VA

Fair PriceModerate · 45
$13,000117,776 mi

Market: $13,495 – $17,998

Comparison: 45 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 136 days listed (based on current market benchmarks)

Fairfax, VA

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Fairfax, VA

Fair PriceRobust · 74
$13,995102,597 mi

Market: $7,999 – $18,116

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Fairfax, VA

2013 Subaru BRZ Premium

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

2013 Subaru BRZ Premium

Fairfax, VA

Fair PriceModerate · 23
$14,46864,261 mi

Market: $12,999 – $14,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Fairfax, VA

2016 Subaru Impreza Premium

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

2016 Subaru Impreza Premium

Fairfax, VA

UnscoredInsufficient · 0
$14,99540,381 mi

Fairfax, VA

2014 Subaru Legacy 2.5i Sport

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

2014 Subaru Legacy 2.5i Sport

Fairfax, VA

UnscoredInsufficient · 0
$15,49420,035 mi

Fairfax, VA

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Fairfax, VA

UnscoredInsufficient · 0
$15,99441,347 mi

Fairfax, VA

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Fairfax, VA

Fair PriceRobust · 66
$15,99898,779 mi

Market: $7,999 – $18,116

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Fairfax, VA

2019 Subaru Ascent Limited

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

2019 Subaru Ascent Limited

Fairfax, VA

Fair PriceLimited · 12
$16,99897,988 mi

Market: $13,989 – $20,382

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Fairfax, VA

2022 Subaru Outback Premium

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

2022 Subaru Outback Premium

Fairfax, VA

Unscored
$18,69090,226 mi

Comparison: 8 similar vehicles

Fairfax, VA

2019 Subaru Forester Premium

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

2019 Subaru Forester Premium

Fairfax, VA

Fair PriceModerate · 25
$18,99571,866 mi

Market: $12,985 – $20,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Fairfax, VA

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Fairfax, VA

Fair PriceModerate · 47
$19,330105,006 mi

Market: $13,995 – $23,075

Comparison: 47 similar vehicles

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

Fairfax, VA

2021 Subaru Forester Base

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

2021 Subaru Forester Base

Fairfax, VA

UnscoredInsufficient · 0
$20,49550,808 mi

Fairfax, VA

2020 Subaru WRX Base

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

2020 Subaru WRX Base

Fairfax, VA

UnscoredInsufficient · 0
$20,99545,032 mi

Fairfax, VA

2022 Subaru Outback Premium

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

2022 Subaru Outback Premium

Fairfax, VA

Unscored
$21,12751,074 mi

Comparison: 6 similar vehicles

Fairfax, VA

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Fairfax, VA

Fair PriceModerate · 39
$21,89874,670 mi

Market: $13,995 – $23,075

Comparison: 39 similar vehicles

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

Fairfax, VA

2023 Subaru Crosstrek Sport

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

2023 Subaru Crosstrek Sport

Fairfax, VA

Great DealLimited · 11
$21,99748,526 mi

Market: $23,483 – $27,995

Comparison: 11 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 57 days listed (based on current market benchmarks)

Fairfax, VA

2022 Subaru Outback Touring

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

2022 Subaru Outback Touring

Fairfax, VA

Unscored
$22,00096,108 mi

Comparison: 7 similar vehicles

Fairfax, VA

2024 Subaru Legacy Limited

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

2024 Subaru Legacy Limited

Fairfax, VA

Unscored
$23,49942,216 mi

Comparison: 8 similar vehicles

Fairfax, VA

2024 Subaru Legacy Premium

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

2024 Subaru Legacy Premium

Fairfax, VA

Fair PriceLimited · 15
$23,99517,470 mi

Market: $23,998 – $26,040

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 7 days listed (based on current market benchmarks)

Fairfax, VA

2020 Subaru Forester Touring

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

2020 Subaru Forester Touring

Fairfax, VA

Unscored
$23,99561,226 mi

Comparison: 7 similar vehicles

Fairfax, VA

2020 Subaru Forester Touring

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

2020 Subaru Forester Touring

Fairfax, VA

Fair PriceModerate · 36
$24,49545,126 mi

Market: $24,394 – $29,995

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Fairfax, VA

2020 Subaru Forester Limited

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

2020 Subaru Forester Limited

Fairfax, VA

Fair PriceModerate · 35
$24,50045,711 mi

Market: $21,790 – $25,111

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Fairfax, VA

2025 Subaru Impreza Sport

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

2025 Subaru Impreza Sport

Fairfax, VA

UnscoredInsufficient · 4
$24,75015,293 mi

Comparison: 4 similar vehicles

Fairfax, VA

2024 Subaru Crosstrek Sport

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

2024 Subaru Crosstrek Sport

Fairfax, VA

Unscored
$25,69537,958 mi

Comparison: 8 similar vehicles

Fairfax, VA

2023 Subaru Forester Sport

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

2023 Subaru Forester Sport

Fairfax, VA

Fair PriceModerate · 40
$25,89546,024 mi

Market: $24,983 – $27,677

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Fairfax, VA

2024 Subaru Legacy Premium

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

2024 Subaru Legacy Premium

Fairfax, VA

UnscoredInsufficient · 4
$25,9988,729 mi

Comparison: 4 similar vehicles

Fairfax, VA

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Fairfax, VA

Fair PriceLimited · 13
$26,439Mileage not verified

Market: $26,439 – $27,437

Comparison: 13 similar vehicles

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

Fairfax, VA

2024 Subaru Legacy Limited

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

2024 Subaru Legacy Limited

Fairfax, VA

Unscored
$27,49538,047 mi

Comparison: 9 similar vehicles

Fairfax, VA

2026 Subaru Impreza RS

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

2026 Subaru Impreza RS

Fairfax, VA

UnscoredInsufficient · 3
$27,4982,931 mi

Comparison: 3 similar vehicles

Fairfax, VA

2020 Subaru Forester Limited

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

2020 Subaru Forester Limited

Fairfax, VA

UnscoredInsufficient · 0
$27,69512,245 mi

Fairfax, VA

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Fairfax, VA

Fair PriceModerate · 38
$28,428Mileage not verified

Market: $27,927 – $31,962

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Fairfax, VA

2023 Subaru WRX Base

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

2023 Subaru WRX Base

Fairfax, VA

Unscored
$28,46235,000 mi

Comparison: 8 similar vehicles

Fairfax, VA

2025 Subaru Forester Premium

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

2025 Subaru Forester Premium

Fairfax, VA

Fair PriceRobust · 101
$28,48526,363 mi

Market: $22,999 – $35,481

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Fairfax, VA

2026 Subaru Forester Premium

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

2026 Subaru Forester Premium

Fairfax, VA

Fair PriceRobust · 177
$28,4952,636 mi

Market: $24,450 – $34,690

Comparison: 177 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Fairfax, VA

2027 Subaru Crosstrek Base

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

2027 Subaru Crosstrek Base

Fairfax, VA

Fair PriceModerate · 22
$28,603Mileage not verified

Market: $28,307 – $30,755

Comparison: 22 similar vehicles

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

Fairfax, VA

2023 Subaru WRX Base

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

2023 Subaru WRX Base

Fairfax, VA

UnscoredInsufficient · 3
$28,62418,624 mi

Comparison: 3 similar vehicles

Fairfax, VA

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Fairfax, VA

Fair PriceModerate · 38
$28,803Mileage not verified

Market: $27,927 – $31,962

Comparison: 38 similar vehicles

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

Fairfax, VA

2024 Subaru Forester Touring

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

2024 Subaru Forester Touring

Fairfax, VA

Fair PriceLimited · 14
$28,86642,347 mi

Market: $28,125 – $29,490

Comparison: 14 similar vehicles

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

Fairfax, VA

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Fairfax, VA

Fair PriceRobust · 129
$28,929Mileage not verified

Market: $28,929 – $34,189

Comparison: 129 similar vehicles

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

Fairfax, VA

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Fairfax, VA

Fair PriceRobust · 129
$28,929Mileage not verified

Market: $28,929 – $34,189

Comparison: 129 similar vehicles

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

Fairfax, VA

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Fairfax, VA

Fair PriceRobust · 129
$28,929Mileage not verified

Market: $28,929 – $34,189

Comparison: 129 similar vehicles

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

Fairfax, VA

2023 Subaru WRX Premium

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

2023 Subaru WRX Premium

Fairfax, VA

Fair PriceModerate · 28
$28,97422,815 mi

Market: $26,986 – $29,797

Comparison: 28 similar vehicles

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

Fairfax, VA

2023 Subaru Forester Wilderness

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

2023 Subaru Forester Wilderness

Fairfax, VA

OverpricedLimited · 14
$28,98545,902 mi

Market: $26,721 – $27,979

Comparison: 14 similar vehicles

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

Fairfax, VA

2026 Subaru Forester Premium

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

2026 Subaru Forester Premium

Fairfax, VA

Fair PriceRobust · 177
$28,9952,636 mi

Market: $24,450 – $34,690

Comparison: 177 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Fairfax, VA

2026 Subaru Forester Premium

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

2026 Subaru Forester Premium

Fairfax, VA

Fair PriceRobust · 177
$28,9952,882 mi

Market: $24,450 – $34,690

Comparison: 177 similar vehicles

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

Fairfax, VA

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Fairfax, VA

Fair PriceLimited · 10
$28,9958,466 mi

Market: $23,999 – $31,220

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Fairfax, VA

2023 Subaru Outback Touring

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

2023 Subaru Outback Touring

Fairfax, VA

Fair PriceModerate · 25
$28,99532,624 mi

Market: $29,034 – $31,489

Comparison: 25 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 2 days listed (based on current market benchmarks)

Fairfax, VA

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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