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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

321 listings found

2008 Subaru Impreza 2.5i

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

2008 Subaru Impreza 2.5i

Buda, TX

UnscoredInsufficient · 3
$3,999160,841 mi

Comparison: 3 similar vehicles

Buda, TX

2019 Subaru Impreza Base

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

2019 Subaru Impreza Base

Buda, TX

Unscored
$10,216140,177 mi

Comparison: 5 similar vehicles

Buda, TX

2021 Subaru Crosstrek Premium

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

2021 Subaru Crosstrek Premium

Buda, TX

Fair PriceModerate · 21
$17,71799,469 mi

Market: $16,499 – $24,995

Comparison: 21 similar vehicles

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

Buda, TX

2023 Subaru Crosstrek Base

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

2023 Subaru Crosstrek Base

Buda, TX

UnscoredInsufficient · 0
$17,816108,400 mi

Buda, TX

2021 Subaru Forester Limited

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

2021 Subaru Forester Limited

Buda, TX

Fair PriceLimited · 11
$19,21897,263 mi

Market: $17,697 – $22,697

Comparison: 11 similar vehicles

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

Buda, TX

2018 Subaru Crosstrek Limited

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

2018 Subaru Crosstrek Limited

Buda, TX

UnscoredInsufficient · 4
$19,71776,764 mi

Comparison: 4 similar vehicles

Buda, TX

2022 Subaru Legacy Limited

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

2022 Subaru Legacy Limited

Buda, TX

UnscoredInsufficient · 0
$23,01657,760 mi

Buda, TX

2020 Subaru Forester Sport

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

2020 Subaru Forester Sport

Buda, TX

Fair PriceModerate · 29
$23,61361,210 mi

Market: $11,143 – $24,119

Comparison: 29 similar vehicles

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

Buda, TX

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Buda, TX

UnscoredInsufficient · 3
$24,21749,733 mi

Comparison: 3 similar vehicles

Buda, TX

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Buda, TX

UnscoredInsufficient · 4
$24,94935,561 mi

Comparison: 4 similar vehicles

Buda, TX

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Buda, TX

UnscoredInsufficient · 4
$25,11735,010 mi

Comparison: 4 similar vehicles

Buda, TX

2023 Subaru Crosstrek Limited

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

2023 Subaru Crosstrek Limited

Buda, TX

OverpricedLimited · 10
$25,64927,319 mi

Market: $22,912 – $25,534

Comparison: 10 similar vehicles

Buda, TX

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Buda, TX

Unscored
$26,819Mileage not verified

Comparison: 6 similar vehicles

Buda, TX

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Buda, TX

Unscored
$26,819Mileage not verified

Comparison: 6 similar vehicles

Buda, TX

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Buda, TX

Unscored
$26,819Mileage not verified

Comparison: 6 similar vehicles

Buda, TX

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

Buda, TX

Unscored
$27,72338,199 mi

Comparison: 9 similar vehicles

Buda, TX

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Buda, TX

Unscored
$27,81623,582 mi

Comparison: 7 similar vehicles

Buda, TX

2023 Subaru WRX Base

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

2023 Subaru WRX Base

Buda, TX

UnscoredInsufficient · 0
$27,81727,319 mi

Buda, TX

2025 Subaru Forester Base

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

2025 Subaru Forester Base

Buda, TX

UnscoredInsufficient · 0
$28,21620,900 mi

Buda, TX

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Buda, TX

Fair PriceLimited · 12
$28,21942,565 mi

Market: $25,998 – $29,222

Comparison: 12 similar vehicles

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

Buda, TX

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Buda, TX

Fair PriceLimited · 13
$28,534Mileage not verified

Market: $27,115 – $30,756

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Buda, TX

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Buda, TX

Unscored
$29,22210,982 mi

Comparison: 5 similar vehicles

Buda, TX

2026 Subaru Crosstrek Base

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

2026 Subaru Crosstrek Base

Buda, TX

UnscoredInsufficient · 0
$29,292Mileage not verified

Buda, TX

2027 Subaru Crosstrek Base

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

2027 Subaru Crosstrek Base

Buda, TX

Fair PriceLimited · 13
$29,718Mileage not verified

Market: $29,020 – $30,713

Comparison: 13 similar vehicles

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

Buda, TX

2025 Subaru Crosstrek Wilderness

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

2025 Subaru Crosstrek Wilderness

Buda, TX

Unscored
$30,0227,559 mi

Comparison: 6 similar vehicles

Buda, TX

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

Buda, TX

Unscored
$30,22337,363 mi

Comparison: 9 similar vehicles

Buda, TX

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Buda, TX

Fair PriceLimited · 13
$30,434Mileage not verified

Market: $27,115 – $30,756

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Buda, TX

2026 Subaru Crosstrek Limited

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

2026 Subaru Crosstrek Limited

Buda, TX

Unscored
$30,5135,654 mi

Comparison: 5 similar vehicles

Buda, TX

2024 Subaru Outback Touring

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

2024 Subaru Outback Touring

Buda, TX

UnscoredInsufficient · 3
$30,51336,205 mi

Comparison: 3 similar vehicles

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$30,772Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$31,012Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

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

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$31,167Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Buda, TX

2024 Subaru Forester Limited

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

2024 Subaru Forester Limited

Buda, TX

Unscored
$31,21615,322 mi

Comparison: 8 similar vehicles

Buda, TX

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Buda, TX

Unscored
$31,476Mileage not verified

Comparison: 8 similar vehicles

Buda, TX

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Buda, TX

Unscored
$31,851Mileage not verified

Comparison: 8 similar vehicles

Buda, TX

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Buda, TX

Fair PriceLimited · 14
$32,081Mileage not verified

Market: $28,788 – $32,865

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Buda, TX

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Buda, TX

Fair PriceLimited · 14
$32,081842 mi

Market: $28,788 – $32,865

Comparison: 14 similar vehicles

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

Buda, TX

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Buda, TX

Fair PriceLimited · 14
$32,081Mileage not verified

Market: $28,788 – $32,865

Comparison: 14 similar vehicles

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

Buda, TX

2024 Subaru Forester Touring

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

2024 Subaru Forester Touring

Buda, TX

UnscoredInsufficient · 3
$32,21615,247 mi

Comparison: 3 similar vehicles

Buda, TX

2026 Subaru Crosstrek Sport

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

2026 Subaru Crosstrek Sport

Buda, TX

Fair PriceLimited · 13
$32,554Mileage not verified

Market: $32,936 – $38,205

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 98 days listed (based on current market benchmarks)

Buda, TX

2026 Subaru WRX Base

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

2026 Subaru WRX Base

Buda, TX

Fair PriceModerate · 20
$32,590Mileage not verified

Market: $32,278 – $36,105

Comparison: 20 similar vehicles

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

Buda, TX

2025 Subaru Outback Touring

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

2025 Subaru Outback Touring

Buda, TX

Fair PriceLimited · 12
$32,72316,362 mi

Market: $32,725 – $37,990

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 53 days listed (based on current market benchmarks)

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$33,017Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$33,017Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$33,017Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$33,257Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

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

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$33,257Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

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

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$33,257Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

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

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$33,257Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

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

Buda, TX

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Buda, TX

Fair PriceRobust · 76
$33,257Mileage not verified

Market: $30,473 – $34,345

Comparison: 76 similar vehicles

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

Buda, TX

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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