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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 29, 2026

6M+

Unique vehicles analyzed

as of October 29, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

113 listings found

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Seaside, CA

Unscored
$21,010102,941 mi

Comparison: 24 similar vehicles

Seaside, CA

2020 Subaru Forester Touring

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

2020 Subaru Forester Touring

Seaside, CA

UnscoredInsufficient · 0
$25,18130,114 mi

Seaside, CA

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Seaside, CA

Fair PriceLimited · 10
$26,1101,989 mi

Market: $23,985 – $33,110

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Seaside, CA

Unscored
$27,585Mileage not verified

Comparison: 9 similar vehicles

Seaside, CA

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Seaside, CA

Unscored
$27,66254,232 mi

Comparison: 6 similar vehicles

Seaside, CA

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Seaside, CA

UnscoredInsufficient · 4
$27,7103,384 mi

Comparison: 4 similar vehicles

Seaside, CA

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Seaside, CA

Unscored
$28,674Mileage not verified

Comparison: 9 similar vehicles

Seaside, CA

2026 Subaru Crosstrek Base

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

2026 Subaru Crosstrek Base

Seaside, CA

Fair PriceModerate · 37
$28,975250 mi

Market: $26,539 – $36,115

Comparison: 37 similar vehicles

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

Seaside, CA

2027 Subaru Crosstrek Base

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

2027 Subaru Crosstrek Base

Seaside, CA

Fair PriceModerate · 30
$29,564Mileage not verified

Market: $27,308 – $29,564

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Seaside, CA

2024 Subaru Crosstrek Wilderness

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

2024 Subaru Crosstrek Wilderness

Seaside, CA

OverpricedModerate · 25
$29,99833,923 mi

Market: $20,985 – $29,689

Comparison: 25 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Seaside, CA

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Seaside, CA

Unscored
$30,338Mileage not verified

Comparison: 9 similar vehicles

Seaside, CA

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Seaside, CA

Unscored
$30,338Mileage not verified

Comparison: 9 similar vehicles

Seaside, CA

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Seaside, CA

UnscoredInsufficient · 4
$30,413250 mi

Comparison: 4 similar vehicles

Seaside, CA

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Seaside, CA

UnscoredInsufficient · 4
$30,534Mileage not verified

Comparison: 4 similar vehicles

Seaside, CA

2023 Subaru WRX GT

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

2023 Subaru WRX GT

Seaside, CA

UnscoredInsufficient · 0
$31,01028,683 mi

Seaside, CA

2026 Subaru Crosstrek Wilderness

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

2026 Subaru Crosstrek Wilderness

Seaside, CA

Fair PriceModerate · 43
$31,6102,277 mi

Market: $29,681 – $37,672

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 378 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Seaside, CA

Fair PriceLimited · 14
$32,385Mileage not verified

Market: $29,810 – $32,385

Comparison: 14 similar vehicles

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

Seaside, CA

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Seaside, CA

Fair PriceLimited · 14
$32,385Mileage not verified

Market: $29,810 – $32,385

Comparison: 14 similar vehicles

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

Seaside, CA

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Seaside, CA

Fair PriceLimited · 14
$32,385Mileage not verified

Market: $29,810 – $32,385

Comparison: 14 similar vehicles

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

Seaside, CA

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Seaside, CA

Fair PriceLimited · 14
$32,385Mileage not verified

Market: $29,810 – $32,385

Comparison: 14 similar vehicles

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

Seaside, CA

2026 Subaru Crosstrek Sport

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

2026 Subaru Crosstrek Sport

Seaside, CA

Fair PriceLimited · 19
$32,538Mileage not verified

Market: $31,038 – $37,233

Comparison: 19 similar vehicles

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

Seaside, CA

No Photo

2025 Subaru Forester Premium

Seaside, CA

Unscored
$32,9452,009 mi

Comparison: 7 similar vehicles

Seaside, CA

2026 Subaru Crosstrek Limited

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

2026 Subaru Crosstrek Limited

Seaside, CA

Fair PriceRobust · 68
$33,946Mileage not verified

Market: $34,138 – $39,865

Comparison: 68 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 82 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Crosstrek Sport

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

2026 Subaru Crosstrek Sport

Seaside, CA

Fair PriceLimited · 19
$33,968Mileage not verified

Market: $31,038 – $37,233

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Crosstrek Wilderness

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

2026 Subaru Crosstrek Wilderness

Seaside, CA

Fair PriceModerate · 23
$34,249Mileage not verified

Market: $34,249 – $39,326

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Crosstrek Wilderness

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

2026 Subaru Crosstrek Wilderness

Seaside, CA

Fair PriceModerate · 23
$34,249Mileage not verified

Market: $34,249 – $39,326

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru WRX Premium

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

2026 Subaru WRX Premium

Seaside, CA

Fair PriceLimited · 14
$34,280Mileage not verified

Market: $35,176 – $38,801

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 82 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Crosstrek Sport

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

2026 Subaru Crosstrek Sport

Seaside, CA

Fair PriceLimited · 19
$34,617Mileage not verified

Market: $31,038 – $37,233

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 202 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Forester Wilderness

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

2026 Subaru Forester Wilderness

Seaside, CA

Unscored
$34,7103,529 mi

Comparison: 7 similar vehicles

Seaside, CA

2026 Subaru WRX Base

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

2026 Subaru WRX Base

Seaside, CA

Unscored
$34,747Mileage not verified

Comparison: 5 similar vehicles

Seaside, CA

2026 Subaru Forester Wilderness

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

2026 Subaru Forester Wilderness

Seaside, CA

Unscored
$35,0104,326 mi

Comparison: 7 similar vehicles

Seaside, CA

2026 Subaru Forester Touring

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

2026 Subaru Forester Touring

Seaside, CA

Unscored
$35,1105,813 mi

Comparison: 5 similar vehicles

Seaside, CA

2026 Subaru Forester Premium

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

2026 Subaru Forester Premium

Seaside, CA

Fair PriceModerate · 35
$35,209250 mi

Market: $31,930 – $38,007

Comparison: 35 similar vehicles

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

Seaside, CA

2026 Subaru WRX Premium

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

2026 Subaru WRX Premium

Seaside, CA

Fair PriceLimited · 14
$35,934Mileage not verified

Market: $34,280 – $38,801

Comparison: 14 similar vehicles

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

Seaside, CA

2026 Subaru Crosstrek Limited

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

2026 Subaru Crosstrek Limited

Seaside, CA

Fair PriceRobust · 68
$35,942172 mi

Market: $33,946 – $39,865

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Crosstrek Limited

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

2026 Subaru Crosstrek Limited

Seaside, CA

Fair PriceRobust · 68
$35,982Mileage not verified

Market: $33,946 – $39,865

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Forester Limited

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

2026 Subaru Forester Limited

Seaside, CA

UnscoredInsufficient · 4
$36,0102,691 mi

Comparison: 4 similar vehicles

Seaside, CA

2026 Subaru Forester Touring

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

2026 Subaru Forester Touring

Seaside, CA

Unscored
$36,0105,483 mi

Comparison: 5 similar vehicles

Seaside, CA

2026 Subaru Crosstrek Sport

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

2026 Subaru Crosstrek Sport

Seaside, CA

Fair PriceLimited · 19
$36,490Mileage not verified

Market: $31,038 – $37,233

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Crosstrek Limited

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

2026 Subaru Crosstrek Limited

Seaside, CA

Fair PriceRobust · 68
$36,796Mileage not verified

Market: $33,946 – $39,865

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Outback Premium

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

2026 Subaru Outback Premium

Seaside, CA

Fair PriceModerate · 33
$36,961Mileage not verified

Market: $35,461 – $39,626

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Forester Wilderness

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

2026 Subaru Forester Wilderness

Seaside, CA

UnscoredInsufficient · 4
$37,0104,861 mi

Comparison: 4 similar vehicles

Seaside, CA

2026 Subaru Forester Wilderness

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

2026 Subaru Forester Wilderness

Seaside, CA

Unscored
$37,0105,097 mi

Comparison: 7 similar vehicles

Seaside, CA

2026 Subaru Forester Limited

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

2026 Subaru Forester Limited

Seaside, CA

Fair PriceModerate · 22
$37,073Mileage not verified

Market: $37,208 – $42,365

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 82 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Forester Premium

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

2026 Subaru Forester Premium

Seaside, CA

Fair PriceModerate · 35
$37,081Mileage not verified

Market: $31,930 – $38,007

Comparison: 35 similar vehicles

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

Seaside, CA

2026 Subaru Crosstrek Sport

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

2026 Subaru Crosstrek Sport

Seaside, CA

OverpricedLimited · 19
$37,233Mileage not verified

Market: $31,038 – $36,951

Comparison: 19 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Seaside, CA

2026 Subaru Forester Premium

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

2026 Subaru Forester Premium

Seaside, CA

Fair PriceModerate · 35
$37,348250 mi

Market: $31,930 – $38,007

Comparison: 35 similar vehicles

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

Seaside, CA

2026 Subaru Outback Premium

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

2026 Subaru Outback Premium

Seaside, CA

Fair PriceModerate · 33
$37,356Mileage not verified

Market: $35,461 – $39,626

Comparison: 33 similar vehicles

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

Seaside, CA

2026 Subaru Outback Premium

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

2026 Subaru Outback Premium

Seaside, CA

Fair PriceModerate · 33
$37,356Mileage not verified

Market: $35,461 – $39,626

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Seaside, CA

2026 Subaru Forester Premium

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

2026 Subaru Forester Premium

Seaside, CA

Fair PriceModerate · 35
$37,424Mileage not verified

Market: $31,930 – $38,007

Comparison: 35 similar vehicles

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

Seaside, CA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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