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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 13, 2026

7.2M+

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

199 listings found

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Norwalk, CT

Unscored
$7,500174,203 mi

Comparison: 17 similar vehicles

Norwalk, CT

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Norwalk, CT

Unscored
$10,00089,023 mi

Comparison: 5 similar vehicles

Norwalk, CT

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

Norwalk, CT

Unscored
$10,500120,879 mi

Comparison: 32 similar vehicles

Norwalk, CT

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Norwalk, CT

Fair PriceModerate · 20
$10,500105,242 mi

Market: $5,995 – $12,751

Comparison: 20 similar vehicles

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

Norwalk, CT

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

Norwalk, CT

Fair PriceModerate · 32
$11,500104,912 mi

Market: $5,900 – $15,300

Comparison: 32 similar vehicles

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

Norwalk, CT

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Norwalk, CT

OverpricedLimited · 11
$12,50082,425 mi

Market: $6,495 – $12,495

Comparison: 11 similar vehicles

Norwalk, CT

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

Norwalk, CT

Fair PriceModerate · 32
$12,50080,159 mi

Market: $5,900 – $15,300

Comparison: 32 similar vehicles

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

Norwalk, CT

2015 Subaru Impreza Sport Limited

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

2015 Subaru Impreza Sport Limited

Norwalk, CT

Fair PriceRobust · 51
$13,00084,304 mi

Market: $2,800 – $14,998

Comparison: 51 similar vehicles

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

Norwalk, CT

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Norwalk, CT

Fair PriceModerate · 26
$16,00095,241 mi

Market: $7,495 – $16,694

Comparison: 26 similar vehicles

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

Norwalk, CT

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

Norwalk, CT

UnscoredInsufficient · 4
$18,00056,266 mi

Comparison: 4 similar vehicles

Norwalk, CT

2018 Subaru Crosstrek Limited

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

2018 Subaru Crosstrek Limited

Norwalk, CT

UnscoredInsufficient · 0
$18,50059,100 mi

Norwalk, CT

2017 Subaru Forester Touring

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

2017 Subaru Forester Touring

Norwalk, CT

UnscoredInsufficient · 0
$19,40054,981 mi

Norwalk, CT

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Norwalk, CT

Fair PriceModerate · 23
$19,50061,140 mi

Market: $14,950 – $20,284

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Norwalk, CT

2022 Subaru Outback Base

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

2022 Subaru Outback Base

Norwalk, CT

UnscoredInsufficient · 0
$20,00058,056 mi

Norwalk, CT

2020 Subaru Ascent Limited

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

2020 Subaru Ascent Limited

Norwalk, CT

Fair PriceLimited · 11
$20,50072,027 mi

Market: $12,990 – $20,995

Comparison: 11 similar vehicles

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

Norwalk, CT

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Norwalk, CT

Fair PriceModerate · 24
$20,50052,987 mi

Market: $15,500 – $22,473

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Norwalk, CT

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Norwalk, CT

UnscoredInsufficient · 4
$22,00025,167 mi

Comparison: 4 similar vehicles

Norwalk, CT

2022 Subaru Forester Premium

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

2022 Subaru Forester Premium

Norwalk, CT

UnscoredInsufficient · 3
$22,50045,028 mi

Comparison: 3 similar vehicles

Norwalk, CT

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Norwalk, CT

Unscored
$22,50052,542 mi

Comparison: 6 similar vehicles

Norwalk, CT

2024 Subaru Legacy Premium

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

2024 Subaru Legacy Premium

Norwalk, CT

Fair PriceLimited · 13
$24,00028,428 mi

Market: $21,996 – $25,179

Comparison: 13 similar vehicles

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

Norwalk, CT

2025 Subaru Crosstrek Base

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

2025 Subaru Crosstrek Base

Norwalk, CT

Unscored
$24,50034,393 mi

Comparison: 8 similar vehicles

Norwalk, CT

2023 Subaru Outback Premium

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

2023 Subaru Outback Premium

Norwalk, CT

Unscored
$24,50037,589 mi

Comparison: 5 similar vehicles

Norwalk, CT

2023 Subaru Forester Limited

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

2023 Subaru Forester Limited

Norwalk, CT

Fair PriceLimited · 10
$24,50065,073 mi

Market: $20,552 – $26,474

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Outback Base

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

2024 Subaru Outback Base

Norwalk, CT

Unscored
$25,00019,067 mi

Comparison: 6 similar vehicles

Norwalk, CT

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Norwalk, CT

Fair PriceLimited · 14
$25,00035,745 mi

Market: $24,433 – $26,795

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Norwalk, CT

2023 Subaru Outback Limited

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

2023 Subaru Outback Limited

Norwalk, CT

Fair PriceModerate · 43
$25,00046,069 mi

Market: $22,490 – $28,995

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Norwalk, CT

2023 Subaru Forester Premium

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

2023 Subaru Forester Premium

Norwalk, CT

Fair PriceLimited · 13
$25,00040,914 mi

Market: $23,790 – $26,544

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Impreza Sport

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

2024 Subaru Impreza Sport

Norwalk, CT

Unscored
$25,29913,777 mi

Comparison: 7 similar vehicles

Norwalk, CT

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Norwalk, CT

Fair PriceRobust · 109
$25,50024,601 mi

Market: $22,998 – $28,238

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Norwalk, CT

Fair PriceRobust · 75
$25,50019,363 mi

Market: $23,999 – $28,250

Comparison: 75 similar vehicles

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

Norwalk, CT

2022 Subaru Forester Premium

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

2022 Subaru Forester Premium

Norwalk, CT

Fair PriceLimited · 16
$25,80022,414 mi

Market: $25,286 – $29,096

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Norwalk, CT

Fair PriceLimited · 13
$26,00043,420 mi

Market: $25,190 – $28,767

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Norwalk, CT

2023 Subaru Outback Onyx Edition

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

2023 Subaru Outback Onyx Edition

Norwalk, CT

Fair PriceLimited · 13
$26,00041,616 mi

Market: $25,998 – $28,167

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Norwalk, CT

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Norwalk, CT

Fair PriceRobust · 75
$26,3002,984 mi

Market: $22,900 – $31,398

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 287 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Norwalk, CT

Fair PriceModerate · 42
$26,50029,914 mi

Market: $26,350 – $30,170

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Norwalk, CT

Fair PriceModerate · 25
$26,50035,787 mi

Market: $23,675 – $27,962

Comparison: 25 similar vehicles

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

Norwalk, CT

2023 Subaru Forester Premium

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

2023 Subaru Forester Premium

Norwalk, CT

Fair PriceModerate · 38
$26,50022,929 mi

Market: $23,996 – $28,168

Comparison: 38 similar vehicles

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

Norwalk, CT

2023 Subaru Forester Premium

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

2023 Subaru Forester Premium

Norwalk, CT

Fair PriceModerate · 46
$26,50014,904 mi

Market: $25,280 – $29,304

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Norwalk, CT

Fair PriceModerate · 23
$26,80026,474 mi

Market: $25,794 – $29,170

Comparison: 23 similar vehicles

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

Norwalk, CT

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Norwalk, CT

Fair PriceModerate · 20
$27,00038,711 mi

Market: $26,385 – $30,333

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Norwalk, CT

Fair PriceRobust · 75
$27,00016,503 mi

Market: $23,999 – $28,250

Comparison: 75 similar vehicles

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

Norwalk, CT

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Norwalk, CT

Fair PriceRobust · 64
$27,50014,314 mi

Market: $26,206 – $31,170

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Forester Premium

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

2024 Subaru Forester Premium

Norwalk, CT

Fair PriceLimited · 10
$27,5007,806 mi

Market: $26,571 – $30,469

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Norwalk, CT

2023 Subaru Forester Sport

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

2023 Subaru Forester Sport

Norwalk, CT

UnscoredInsufficient · 4
$27,50013,589 mi

Comparison: 4 similar vehicles

Norwalk, CT

2023 Subaru Forester Wilderness

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

2023 Subaru Forester Wilderness

Norwalk, CT

UnscoredInsufficient · 3
$27,50030,096 mi

Comparison: 3 similar vehicles

Norwalk, CT

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Norwalk, CT

Fair PriceRobust · 64
$28,00016,205 mi

Market: $26,206 – $31,170

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Norwalk, CT

2024 Subaru Forester Premium

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

2024 Subaru Forester Premium

Norwalk, CT

Fair PriceModerate · 33
$28,00013,896 mi

Market: $26,072 – $29,202

Comparison: 33 similar vehicles

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

Norwalk, CT

2023 Subaru Forester Sport

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

2023 Subaru Forester Sport

Norwalk, CT

Fair PriceModerate · 21
$28,00023,571 mi

Market: $25,941 – $29,799

Comparison: 21 similar vehicles

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

Norwalk, CT

2022 Subaru Outback Touring

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

2022 Subaru Outback Touring

Norwalk, CT

Unscored
$28,00030,302 mi

Comparison: 7 similar vehicles

Norwalk, CT

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Norwalk, CT

Unscored
$28,208Mileage not verified

Comparison: 7 similar vehicles

Norwalk, CT

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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