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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

55 listings found

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Lindon, UT

UnscoredInsufficient · 0
$7,688152,978 mi

Lindon, UT

2019 Subaru Forester Premium

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

2019 Subaru Forester Premium

Lindon, UT

UnscoredInsufficient · 0
$8,495163,568 mi

Lindon, UT

2013 Subaru Forester X

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

2013 Subaru Forester X

Lindon, UT

UnscoredInsufficient · 3
$8,995118,571 mi

Comparison: 3 similar vehicles

Lindon, UT

2017 Subaru Forester Base

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

2017 Subaru Forester Base

Lindon, UT

Salvage title
$9,49596,380 mi

Lindon, UT

2016 Subaru Impreza Premium

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

2016 Subaru Impreza Premium

Lindon, UT

Unscored
$9,899117,052 mi

Comparison: 8 similar vehicles

Lindon, UT

2017 Subaru Forester Base

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

2017 Subaru Forester Base

Lindon, UT

UnscoredInsufficient · 3
$10,499100,990 mi

Comparison: 3 similar vehicles

Lindon, UT

2021 Subaru Forester Base

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

2021 Subaru Forester Base

Lindon, UT

Salvage title
$10,599111,019 mi

Lindon, UT

2015 Subaru XV Crosstrek Hybrid Touring

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

2015 Subaru XV Crosstrek Hybrid Touring

Lindon, UT

UnscoredInsufficient · 0
$10,995103,116 mi

Lindon, UT

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Lindon, UT

Salvage title
$10,99560,224 mi

Lindon, UT

2014 Subaru Forester XT Touring

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

2014 Subaru Forester XT Touring

Lindon, UT

Salvage title
$11,90083,552 mi

Lindon, UT

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Lindon, UT

Fair PriceLimited · 19
$11,99592,195 mi

Market: $8,995 – $19,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Lindon, UT

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Lindon, UT

UnscoredInsufficient · 0
$12,594110,541 mi

Lindon, UT

2021 Subaru Forester Premium

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

2021 Subaru Forester Premium

Lindon, UT

Salvage title
$12,89076,249 mi

Lindon, UT

2019 Subaru Forester Sport

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

2019 Subaru Forester Sport

Lindon, UT

Salvage title
$12,98974,378 mi

Lindon, UT

2021 Subaru Outback Premium

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

2021 Subaru Outback Premium

Lindon, UT

Salvage title
$13,99555,616 mi

Lindon, UT

2021 Subaru Forester Premium

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

2021 Subaru Forester Premium

Lindon, UT

Salvage title
$13,99586,700 mi

Lindon, UT

2016 Subaru Forester XT Touring

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

2016 Subaru Forester XT Touring

Lindon, UT

UnscoredInsufficient · 0
$13,99597,123 mi

Lindon, UT

2018 Subaru Outback Base

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

2018 Subaru Outback Base

Lindon, UT

Salvage title
$14,03593,365 mi

Lindon, UT

2023 Subaru Forester Base

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

2023 Subaru Forester Base

Lindon, UT

Salvage title
$14,49073,061 mi

Lindon, UT

2022 Subaru Crosstrek Premium

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

2022 Subaru Crosstrek Premium

Lindon, UT

Salvage title
$14,69538,179 mi

Lindon, UT

2019 Subaru Outback Limited

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

2019 Subaru Outback Limited

Lindon, UT

Salvage title
$14,99971,454 mi

Lindon, UT

2024 Subaru Legacy Premium

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

2024 Subaru Legacy Premium

Lindon, UT

Salvage title
$15,99553,981 mi

Lindon, UT

2023 Subaru WRX Base

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

2023 Subaru WRX Base

Lindon, UT

Salvage title
$15,99565,261 mi

Lindon, UT

2020 Subaru Outback Onyx Edition

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

2020 Subaru Outback Onyx Edition

Lindon, UT

UnscoredInsufficient · 0
$15,995123,472 mi

Lindon, UT

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

Lindon, UT

Unscored
$15,995104,306 mi

Comparison: 7 similar vehicles

Lindon, UT

2023 Subaru Impreza Premium

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

2023 Subaru Impreza Premium

Lindon, UT

Salvage title
$16,06510,195 mi

Lindon, UT

2020 Subaru Crosstrek Premium

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

2020 Subaru Crosstrek Premium

Lindon, UT

Salvage title
$16,90026,654 mi

Lindon, UT

2019 Subaru Outback Limited

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

2019 Subaru Outback Limited

Lindon, UT

Fair PriceLimited · 12
$16,99573,010 mi

Market: $11,489 – $22,990

Comparison: 12 similar vehicles

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

Lindon, UT

2021 Subaru Crosstrek Sport

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

2021 Subaru Crosstrek Sport

Lindon, UT

Salvage title
$17,33560,732 mi

Lindon, UT

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Lindon, UT

Fair PriceLimited · 19
$17,37376,510 mi

Market: $8,995 – $19,998

Comparison: 19 similar vehicles

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

Lindon, UT

2020 Subaru Forester Premium

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

2020 Subaru Forester Premium

Lindon, UT

Unscored
$18,29992,655 mi

Comparison: 7 similar vehicles

Lindon, UT

2022 Subaru WRX Base

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

2022 Subaru WRX Base

Lindon, UT

Salvage title
$18,33534,967 mi

Lindon, UT

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Lindon, UT

Salvage title
$18,99516,551 mi

Lindon, UT

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Lindon, UT

Unscored
$20,49564,766 mi

Comparison: 8 similar vehicles

Lindon, UT

2021 Subaru Ascent Limited

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

2021 Subaru Ascent Limited

Lindon, UT

Salvage title
$20,83549,848 mi

Lindon, UT

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Lindon, UT

Salvage title
$21,03513,750 mi

Lindon, UT

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Lindon, UT

Fair PriceLimited · 14
$21,24980,431 mi

Market: $16,987 – $23,654

Comparison: 14 similar vehicles

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

Lindon, UT

2021 Subaru Crosstrek Sport

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

2021 Subaru Crosstrek Sport

Lindon, UT

OverpricedLimited · 10
$21,49962,115 mi

Market: $11,490 – $20,379

Comparison: 10 similar vehicles

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

Lindon, UT

2023 Subaru Outback Touring

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

2023 Subaru Outback Touring

Lindon, UT

Salvage title
$21,83543,496 mi

Lindon, UT

2023 Subaru WRX Limited

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

2023 Subaru WRX Limited

Lindon, UT

Salvage title
$21,83535,430 mi

Lindon, UT

2020 Subaru Forester Sport

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

2020 Subaru Forester Sport

Lindon, UT

Fair PriceLimited · 15
$21,99563,699 mi

Market: $11,447 – $23,594

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Lindon, UT

2025 Subaru Crosstrek Limited

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

2025 Subaru Crosstrek Limited

Lindon, UT

Unscored
$22,8358,173 mi

Comparison: 6 similar vehicles

Lindon, UT

2024 Subaru WRX Premium

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

2024 Subaru WRX Premium

Lindon, UT

UnscoredInsufficient · 0
$22,99522,907 mi

Lindon, UT

2023 Subaru Forester Premium

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

2023 Subaru Forester Premium

Lindon, UT

UnscoredInsufficient · 0
$22,99547,908 mi

Lindon, UT

2024 Subaru Outback Touring

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

2024 Subaru Outback Touring

Lindon, UT

Salvage title
$23,33531,241 mi

Lindon, UT

2023 Subaru Ascent Touring

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

2023 Subaru Ascent Touring

Lindon, UT

Salvage title
$23,33549,555 mi

Lindon, UT

2022 Subaru Crosstrek Sport

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

2022 Subaru Crosstrek Sport

Lindon, UT

UnscoredInsufficient · 0
$23,49538,278 mi

Lindon, UT

2026 Subaru Crosstrek Limited

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

2026 Subaru Crosstrek Limited

Lindon, UT

Salvage title
$23,8353,215 mi

Lindon, UT

2026 Subaru Crosstrek Sport

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

2026 Subaru Crosstrek Sport

Lindon, UT

Salvage title
$24,065865 mi

Lindon, UT

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Lindon, UT

UnscoredInsufficient · 0
$25,17351,720 mi

Lindon, UT

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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