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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 6, 2026

7.1M+

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

224 listings found

2008 Subaru Forester 2.5 X

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

2008 Subaru Forester 2.5 X

Colma, CA

UnscoredInsufficient · 0
$8,167114,351 mi

Colma, CA

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Colma, CA

Fair PriceLimited · 11
$11,658102,867 mi

Market: $7,495 – $14,988

Comparison: 11 similar vehicles

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

Colma, CA

2018 Subaru Impreza Premium

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

2018 Subaru Impreza Premium

Colma, CA

Unscored
$13,99899,655 mi

Comparison: 9 similar vehicles

Colma, CA

2015 Subaru Forester i

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

2015 Subaru Forester i

Colma, CA

Unscored
$13,99899,360 mi

Comparison: 7 similar vehicles

Colma, CA

2020 Subaru Outback Premium

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

2020 Subaru Outback Premium

Colma, CA

Unscored
$15,287122,006 mi

Comparison: 19 similar vehicles

Colma, CA

2019 Subaru Ascent Touring

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

2019 Subaru Ascent Touring

Colma, CA

Unscored
$15,488105,459 mi

Comparison: 6 similar vehicles

Colma, CA

2019 Subaru Impreza Sport

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

2019 Subaru Impreza Sport

Colma, CA

Unscored
$15,998108,027 mi

Comparison: 5 similar vehicles

Colma, CA

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Colma, CA

Unscored
$15,998103,189 mi

Comparison: 5 similar vehicles

Colma, CA

2019 Subaru Outback Limited

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

2019 Subaru Outback Limited

Colma, CA

Unscored
$16,170121,903 mi

Comparison: 20 similar vehicles

Colma, CA

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Colma, CA

UnscoredInsufficient · 4
$16,77091,090 mi

Comparison: 4 similar vehicles

Colma, CA

2021 Subaru Crosstrek Limited

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

2021 Subaru Crosstrek Limited

Colma, CA

Unscored
$16,99572,338 mi

Comparison: 5 similar vehicles

Colma, CA

2020 Subaru Impreza Sport

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

2020 Subaru Impreza Sport

Colma, CA

Unscored
$17,66968,910 mi

Comparison: 5 similar vehicles

Colma, CA

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Colma, CA

OverpricedLimited · 11
$17,99893,365 mi

Market: $6,900 – $14,300

Comparison: 11 similar vehicles

Priced ~26% above the typical market range for similar vehicles (based on current market benchmarks)

Colma, CA

2018 Subaru Outback Premium

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

2018 Subaru Outback Premium

Colma, CA

UnscoredInsufficient · 3
$18,99873,768 mi

Comparison: 3 similar vehicles

Colma, CA

2017 Subaru Outback Touring

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

2017 Subaru Outback Touring

Colma, CA

Unscored
$19,15878,797 mi

Comparison: 8 similar vehicles

Colma, CA

2020 Subaru Forester Limited

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

2020 Subaru Forester Limited

Colma, CA

Unscored
$19,17082,964 mi

Comparison: 5 similar vehicles

Colma, CA

2019 Subaru Forester Limited

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

2019 Subaru Forester Limited

Colma, CA

UnscoredInsufficient · 3
$19,49152,904 mi

Comparison: 3 similar vehicles

Colma, CA

2020 Subaru Ascent Touring

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

2020 Subaru Ascent Touring

Colma, CA

Unscored
$20,16887,287 mi

Comparison: 7 similar vehicles

Colma, CA

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Colma, CA

UnscoredInsufficient · 0
$21,07749,555 mi

Colma, CA

2020 Subaru Forester Limited

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

2020 Subaru Forester Limited

Colma, CA

UnscoredInsufficient · 0
$21,32351,740 mi

Colma, CA

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Colma, CA

Unscored
$21,83137,982 mi

Comparison: 5 similar vehicles

Colma, CA

2023 Subaru Legacy Premium

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

2023 Subaru Legacy Premium

Colma, CA

UnscoredInsufficient · 0
$21,99835,159 mi

Colma, CA

2023 Subaru Crosstrek Premium

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

2023 Subaru Crosstrek Premium

Colma, CA

Unscored
$21,99858,747 mi

Comparison: 8 similar vehicles

Colma, CA

2021 Subaru Forester Premium

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

2021 Subaru Forester Premium

Colma, CA

Unscored
$22,17043,425 mi

Comparison: 5 similar vehicles

Colma, CA

2023 Subaru Outback Premium

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

2023 Subaru Outback Premium

Colma, CA

UnscoredInsufficient · 4
$22,99853,736 mi

Comparison: 4 similar vehicles

Colma, CA

2022 Subaru Outback Premium

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

2022 Subaru Outback Premium

Colma, CA

UnscoredInsufficient · 4
$23,05949,136 mi

Comparison: 4 similar vehicles

Colma, CA

2023 Subaru Forester Premium

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

2023 Subaru Forester Premium

Colma, CA

UnscoredInsufficient · 3
$23,99861,582 mi

Comparison: 3 similar vehicles

Colma, CA

2023 Subaru Ascent Base

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

2023 Subaru Ascent Base

Colma, CA

UnscoredInsufficient · 0
$24,07539,897 mi

Colma, CA

2023 Subaru Forester Premium

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

2023 Subaru Forester Premium

Colma, CA

Great DealLimited · 12
$24,17046,009 mi

Market: $25,826 – $25,998

Comparison: 12 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 4 days listed (based on current market benchmarks)

Colma, CA

2022 Subaru WRX Premium

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

2022 Subaru WRX Premium

Colma, CA

Unscored
$24,66338,543 mi

Comparison: 8 similar vehicles

Colma, CA

2022 Subaru Ascent Premium

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

2022 Subaru Ascent Premium

Colma, CA

UnscoredInsufficient · 0
$24,66733,274 mi

Colma, CA

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Colma, CA

Unscored
$24,76632,230 mi

Comparison: 5 similar vehicles

Colma, CA

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Colma, CA

Unscored
$24,77545,204 mi

Comparison: 7 similar vehicles

Colma, CA

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Colma, CA

Unscored
$24,77634,794 mi

Comparison: 9 similar vehicles

Colma, CA

2024 Subaru Impreza RS

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

2024 Subaru Impreza RS

Colma, CA

Unscored
$25,04824,430 mi

Comparison: 5 similar vehicles

Colma, CA

2025 Subaru Crosstrek Base

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

2025 Subaru Crosstrek Base

Colma, CA

UnscoredInsufficient · 0
$25,1586,047 mi

Colma, CA

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Colma, CA

Fair PriceModerate · 23
$25,15931,017 mi

Market: $23,826 – $28,760

Comparison: 23 similar vehicles

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

Colma, CA

2022 Subaru Outback Limited

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

2022 Subaru Outback Limited

Colma, CA

UnscoredInsufficient · 3
$25,16944,695 mi

Comparison: 3 similar vehicles

Colma, CA

2025 Subaru Crosstrek Premium

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

2025 Subaru Crosstrek Premium

Colma, CA

Unscored
$25,92128,992 mi

Comparison: 5 similar vehicles

Colma, CA

2023 Subaru Forester Wilderness

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

2023 Subaru Forester Wilderness

Colma, CA

UnscoredInsufficient · 0
$25,99153,405 mi

Colma, CA

2022 Subaru Crosstrek Sport

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

2022 Subaru Crosstrek Sport

Colma, CA

UnscoredInsufficient · 0
$25,99817,422 mi

Colma, CA

2024 Subaru Crosstrek Sport

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

2024 Subaru Crosstrek Sport

Colma, CA

OverpricedLimited · 11
$26,17030,325 mi

Market: $24,898 – $25,510

Comparison: 11 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Colma, CA

2023 Subaru Ascent Base

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

2023 Subaru Ascent Base

Colma, CA

UnscoredInsufficient · 0
$26,35432,106 mi

Colma, CA

2023 Subaru Ascent Limited

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

2023 Subaru Ascent Limited

Colma, CA

Unscored
$26,66943,898 mi

Comparison: 5 similar vehicles

Colma, CA

2023 Subaru Outback Limited

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

2023 Subaru Outback Limited

Colma, CA

UnscoredInsufficient · 0
$26,77028,187 mi

Colma, CA

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Colma, CA

OverpricedLimited · 12
$26,77712,420 mi

Market: $24,998 – $25,170

Comparison: 12 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Colma, CA

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Colma, CA

UnscoredInsufficient · 4
$27,16910,022 mi

Comparison: 4 similar vehicles

Colma, CA

2025 Subaru Ascent Premium

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

2025 Subaru Ascent Premium

Colma, CA

Unscored
$27,51442,392 mi

Comparison: 6 similar vehicles

Colma, CA

2023 Subaru Crosstrek Hybrid

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

2023 Subaru Crosstrek Hybrid

Colma, CA

UnscoredInsufficient · 0
$27,67142,639 mi

Colma, CA

2025 Subaru Outback Base

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

2025 Subaru Outback Base

Colma, CA

UnscoredInsufficient · 0
$27,68815,468 mi

Colma, 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 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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