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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 13, 2026

6M+

Unique vehicles analyzed

as of October 13, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

72 listings found

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Dover, DE

Fair PriceRobust · 162
$29,9005,141 mi

Market: $24,999 – $33,590

Comparison: 162 similar vehicles

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

Dover, DE

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

New Castle, DE

Fair PriceModerate · 23
$29,96326,788 mi

Market: $27,989 – $30,045

Comparison: 23 similar vehicles

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

New Castle, DE

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Newark, DE

Fair PriceLimited · 10
$30,3997,227 mi

Market: $29,900 – $32,388

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Newark, DE

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

New Castle, DE

Fair PriceRobust · 86
$31,97227,002 mi

Market: $29,998 – $36,586

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

New Castle, DE

2025 Subaru Outback Wilderness

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

2025 Subaru Outback Wilderness

Dover, DE

Fair PriceModerate · 29
$32,39931,556 mi

Market: $30,994 – $35,535

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Dover, DE

2025 Subaru Outback Onyx Edition

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

2025 Subaru Outback Onyx Edition

Milford, DE

Fair PriceModerate · 43
$32,57629,594 mi

Market: $28,875 – $34,473

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Milford, DE

2025 Audi RS 6 Avant Base

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

2025 Audi RS 6 Avant Base

Newark, DE

UnscoredInsufficient · 0
$134,9908,065 mi

Newark, DE

2024 Subaru Outback Onyx Edition

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

2024 Subaru Outback Onyx Edition

Dover, DE

Fair PriceRobust · 88
$25,80056,963 mi

Market: $22,988 – $30,241

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Dover, DE

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

New Castle, DE

Fair PriceModerate · 21
$27,69913,498 mi

Market: $27,397 – $29,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

New Castle, DE

2024 Subaru Outback Wilderness

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

2024 Subaru Outback Wilderness

New Castle, DE

Fair PriceRobust · 53
$28,19865,534 mi

Market: $24,795 – $31,985

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

New Castle, DE

2024 Subaru Outback Wilderness

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

2024 Subaru Outback Wilderness

Wilmington, DE

Fair PriceRobust · 52
$28,26967,146 mi

Market: $24,795 – $31,985

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Wilmington, DE

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Dover, DE

Fair PriceRobust · 190
$28,90017,158 mi

Market: $26,975 – $36,662

Comparison: 190 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Dover, DE

2024 Subaru Outback Wilderness

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

2024 Subaru Outback Wilderness

Smyrna, DE

UnscoredInsufficient · 4
$30,06740,274 mi

Comparison: 4 similar vehicles

Smyrna, DE

2024 Subaru Outback Wilderness

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

2024 Subaru Outback Wilderness

Dover, DE

Fair PriceRobust · 81
$30,50031,296 mi

Market: $29,124 – $34,894

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Dover, DE

2024 Subaru Outback Touring

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

2024 Subaru Outback Touring

Newark, DE

Fair PriceLimited · 16
$31,09944,045 mi

Market: $29,218 – $35,551

Comparison: 16 similar vehicles

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

Newark, DE

2024 Subaru Outback Onyx Edition

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

2024 Subaru Outback Onyx Edition

Milford, DE

Fair PriceLimited · 18
$31,53918,948 mi

Market: $28,390 – $31,990

Comparison: 18 similar vehicles

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

Milford, DE

2024 Subaru Outback Touring

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

2024 Subaru Outback Touring

Milford, DE

Fair PriceRobust · 81
$33,37630,752 mi

Market: $27,990 – $34,901

Comparison: 81 similar vehicles

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

Milford, DE

2024 Mercedes-Benz E-Class E450 All-Terrain

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

2024 Mercedes-Benz E-Class E450 All-Terrain

Newark, DE

OverpricedModerate · 24
$74,98110,093 mi

Market: $66,836 – $70,394

Comparison: 24 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Newark, DE

2023 Subaru Outback Premium

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

2023 Subaru Outback Premium

New Castle, DE

UnscoredLimited · 9
$21,90373,853 mi

Comparison: 9 similar vehicles

New Castle, DE

2023 Subaru Outback Limited

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

2023 Subaru Outback Limited

New Castle, DE

UnscoredInsufficient · 3
$24,86154,189 mi

Comparison: 3 similar vehicles

New Castle, DE

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

Dewey Beach, DE

UnscoredLimited · 6
$26,47344,654 mi

Comparison: 6 similar vehicles

Dewey Beach, DE

2023 MINI Clubman S

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

2023 MINI Clubman S

Dover, DE

UnscoredLimited · 5
$26,80026,993 mi

Comparison: 5 similar vehicles

Dover, DE

2023 Subaru Outback Limited

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

2023 Subaru Outback Limited

Newark, DE

UnscoredInsufficient · 4
$26,99860,127 mi

Comparison: 4 similar vehicles

Newark, DE

2023 Subaru Outback Limited

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

2023 Subaru Outback Limited

New Castle, DE

Fair PriceLimited · 11
$27,11551,288 mi

Market: $24,861 – $29,965

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

New Castle, DE

2023 Subaru Outback Touring

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

2023 Subaru Outback Touring

New Castle, DE

UnscoredInsufficient · 4
$27,84557,029 mi

Comparison: 4 similar vehicles

New Castle, DE

2023 Subaru Outback Touring

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

2023 Subaru Outback Touring

Milford, DE

Great DealLimited · 12
$27,98445,140 mi

Market: $33,102 – $33,902

Comparison: 12 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 79 days listed (based on current market benchmarks)

Milford, DE

2023 Subaru Outback Touring

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

2023 Subaru Outback Touring

Newark, DE

UnscoredLimited · 6
$28,79952,542 mi

Comparison: 6 similar vehicles

Newark, DE

2022 Subaru Outback Wilderness

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

2022 Subaru Outback Wilderness

Wilmington, DE

Fair PriceLimited · 16
$24,68957,922 mi

Market: $24,873 – $30,900

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 21 days listed (based on current market benchmarks)

Wilmington, DE

2022 Subaru Outback Premium

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

2022 Subaru Outback Premium

New Castle, DE

UnscoredInsufficient · 0
$25,4249,668 mi

New Castle, DE

2022 Subaru Outback Limited

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

2022 Subaru Outback Limited

Wilmington, DE

UnscoredInsufficient · 3
$26,64260,533 mi

Comparison: 3 similar vehicles

Wilmington, DE

2022 Subaru Outback Touring

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

2022 Subaru Outback Touring

Dover, DE

OverpricedModerate · 32
$27,00064,175 mi

Market: $17,777 – $26,977

Comparison: 32 similar vehicles

Dover, DE

2021 Subaru Outback Limited

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

2021 Subaru Outback Limited

New Castle, DE

OverpricedModerate · 40
$23,49062,329 mi

Market: $19,988 – $22,390

Comparison: 40 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

New Castle, DE

2021 Subaru Outback Limited

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

2021 Subaru Outback Limited

Wilmington, DE

Fair PriceModerate · 25
$26,00033,166 mi

Market: $22,999 – $27,720

Comparison: 25 similar vehicles

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

Wilmington, DE

2021 Subaru Outback Onyx Edition

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

2021 Subaru Outback Onyx Edition

Newark, DE

UnscoredInsufficient · 3
$26,78930,385 mi

Comparison: 3 similar vehicles

Newark, DE

2021 Subaru Outback Limited

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

2021 Subaru Outback Limited

Harrington, DE

Fair PriceModerate · 48
$26,99538,279 mi

Market: $22,999 – $27,720

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Harrington, DE

2021 Audi A6 Allroad Premium Plus

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

2021 Audi A6 Allroad Premium Plus

Wilmington, DE

UnscoredInsufficient · 0
$38,27751,884 mi

Wilmington, DE

2020 Subaru Outback Base

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

2020 Subaru Outback Base

New Castle, DE

UnscoredInsufficient · 0
$17,91780,948 mi

New Castle, DE

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Dover, DE

Fair PriceRobust · 157
$20,70075,330 mi

Market: $13,599 – $25,521

Comparison: 157 similar vehicles

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

Dover, DE

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Milford, DE

UnscoredInsufficient · 4
$21,78680,710 mi

Comparison: 4 similar vehicles

Milford, DE

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Milford, DE

Fair PriceModerate · 35
$21,98754,584 mi

Market: $21,988 – $25,481

Comparison: 35 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 41 days listed (based on current market benchmarks)

Milford, DE

2019 Subaru Outback Base

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

2019 Subaru Outback Base

Smyrna, DE

Fair PriceLimited · 15
$15,99584,573 mi

Market: $10,900 – $19,094

Comparison: 15 similar vehicles

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

Smyrna, DE

2019 Subaru Outback Base

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

2019 Subaru Outback Base

Smyrna, DE

OverpricedLimited · 15
$19,09460,355 mi

Market: $10,900 – $18,798

Comparison: 15 similar vehicles

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

Smyrna, DE

2019 Subaru Outback Limited

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

2019 Subaru Outback Limited

Wilmington, DE

UnscoredLimited · 5
$24,30048,056 mi

Comparison: 5 similar vehicles

Wilmington, DE

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

Newark, DE

Fair PriceLimited · 15
$15,998123,956 mi

Market: $8,895 – $18,698

Comparison: 15 similar vehicles

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

Newark, DE

2018 Subaru Outback Touring

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

2018 Subaru Outback Touring

New Castle, DE

Fair PriceLimited · 16
$16,911107,452 mi

Market: $11,995 – $17,990

Comparison: 16 similar vehicles

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

New Castle, DE

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

Newark, DE

Fair PriceLimited · 15
$16,998123,385 mi

Market: $8,895 – $18,698

Comparison: 15 similar vehicles

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

Newark, DE

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

New Castle, DE

Fair PriceModerate · 47
$18,67469,650 mi

Market: $5,900 – $19,590

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

New Castle, DE

2018 Subaru Outback Premium

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

2018 Subaru Outback Premium

Newark, DE

UnscoredInsufficient · 0
$24,99820,131 mi

Newark, DE

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Dover, DE

UnscoredLimited · 16
$11,900134,000 mi

Comparison: 16 similar vehicles

Dover, DE

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

New Castle, DE

UnscoredLimited · 7
$17,92780,962 mi

Comparison: 7 similar vehicles

New Castle, DE

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 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 manage their profile, 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, exports, and enhanced merchandising.
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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