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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 3, 2026

6.8M+

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

174 listings found

2011 Subaru Tribeca Limited

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

2011 Subaru Tribeca Limited

Joplin, MO

UnscoredInsufficient · 0
$4,500197,852 mi

Joplin, MO

2008 Subaru Outback I Limited

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

2008 Subaru Outback I Limited

Joplin, MO

UnscoredInsufficient · 0
$4,722171,078 mi

Joplin, MO

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Joplin, MO

UnscoredInsufficient · 0
$6,500163,547 mi

Joplin, MO

2011 Subaru Impreza 2.5i

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

2011 Subaru Impreza 2.5i

Joplin, MO

UnscoredInsufficient · 0
$6,777152,396 mi

Joplin, MO

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Joplin, MO

Unscored
$7,999183,751 mi

Comparison: 5 similar vehicles

Joplin, MO

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

Joplin, MO

Unscored
$10,250101,187 mi

Comparison: 7 similar vehicles

Joplin, MO

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Joplin, MO

Fair PriceLimited · 19
$13,900102,326 mi

Market: $8,500 – $16,998

Comparison: 19 similar vehicles

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

Joplin, MO

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Joplin, MO

Fair PriceLimited · 12
$14,995113,260 mi

Market: $9,595 – $17,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Joplin, MO

2021 Subaru Forester Premium

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

2021 Subaru Forester Premium

Joplin, MO

Unscored
$15,950120,000 mi

Comparison: 24 similar vehicles

Joplin, MO

2020 Subaru Outback Premium

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

2020 Subaru Outback Premium

Joplin, MO

Unscored
$17,000120,541 mi

Comparison: 11 similar vehicles

Joplin, MO

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

Joplin, MO

Unscored
$17,950116,000 mi

Comparison: 11 similar vehicles

Joplin, MO

2023 Subaru Crosstrek Base

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

2023 Subaru Crosstrek Base

Joplin, MO

Unscored
$18,12473,462 mi

Comparison: 12 similar vehicles

Joplin, MO

2020 Subaru Ascent Premium

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

2020 Subaru Ascent Premium

Joplin, MO

Fair PriceLimited · 17
$19,29272,804 mi

Market: $14,000 – $21,590

Comparison: 17 similar vehicles

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

Joplin, MO

2020 Subaru Outback Premium

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

2020 Subaru Outback Premium

Joplin, MO

UnscoredInsufficient · 4
$19,99079,599 mi

Comparison: 4 similar vehicles

Joplin, MO

2021 Subaru Crosstrek Limited

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

2021 Subaru Crosstrek Limited

Joplin, MO

UnscoredInsufficient · 0
$21,99552,236 mi

Joplin, MO

2020 Subaru Forester Sport

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

2020 Subaru Forester Sport

Joplin, MO

UnscoredInsufficient · 4
$22,49578,583 mi

Comparison: 4 similar vehicles

Joplin, MO

2020 Subaru Forester Sport

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

2020 Subaru Forester Sport

Joplin, MO

OverpricedLimited · 16
$23,00072,700 mi

Market: $18,818 – $22,495

Comparison: 16 similar vehicles

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

Joplin, MO

2020 Subaru Forester Sport

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

2020 Subaru Forester Sport

Joplin, MO

UnscoredInsufficient · 0
$24,08442,749 mi

Joplin, MO

2023 Subaru Outback Limited

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

2023 Subaru Outback Limited

Joplin, MO

Fair PriceModerate · 25
$25,29376,451 mi

Market: $17,370 – $26,219

Comparison: 25 similar vehicles

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

Joplin, MO

2023 Subaru Ascent Touring

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

2023 Subaru Ascent Touring

Joplin, MO

Unscored
$25,29968,646 mi

Comparison: 6 similar vehicles

Joplin, MO

2021 Subaru Forester Limited

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

2021 Subaru Forester Limited

Joplin, MO

UnscoredInsufficient · 0
$25,62954,656 mi

Joplin, MO

2023 Subaru Forester Limited

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

2023 Subaru Forester Limited

Joplin, MO

UnscoredInsufficient · 0
$26,10449,105 mi

Joplin, MO

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Joplin, MO

Fair PriceLimited · 15
$26,135Mileage not verified

Market: $25,260 – $26,539

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Joplin, MO

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Joplin, MO

Fair PriceLimited · 15
$26,135Mileage not verified

Market: $25,260 – $26,539

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Joplin, MO

2025 Subaru Ascent Premium

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

2025 Subaru Ascent Premium

Joplin, MO

Fair PriceLimited · 11
$26,35653,034 mi

Market: $25,990 – $29,375

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Joplin, MO

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Joplin, MO

Fair PriceModerate · 26
$26,69436,506 mi

Market: $23,990 – $27,299

Comparison: 26 similar vehicles

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

Joplin, MO

2025 Subaru Crosstrek Limited

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

2025 Subaru Crosstrek Limited

Joplin, MO

UnscoredInsufficient · 4
$26,92521,442 mi

Comparison: 4 similar vehicles

Joplin, MO

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

Joplin, MO

Unscored
$26,99357,959 mi

Comparison: 6 similar vehicles

Joplin, MO

2023 Subaru Forester Wilderness

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

2023 Subaru Forester Wilderness

Joplin, MO

UnscoredInsufficient · 4
$27,59454,146 mi

Comparison: 4 similar vehicles

Joplin, MO

2022 Subaru Outback Wilderness

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

2022 Subaru Outback Wilderness

Joplin, MO

Unscored
$27,84947,586 mi

Comparison: 6 similar vehicles

Joplin, MO

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Joplin, MO

UnscoredInsufficient · 0
$28,39443,606 mi

Joplin, MO

2024 Subaru Outback Touring

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

2024 Subaru Outback Touring

Joplin, MO

Unscored
$28,50076,809 mi

Comparison: 8 similar vehicles

Joplin, MO

2027 Subaru Crosstrek Base

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

2027 Subaru Crosstrek Base

Joplin, MO

Fair PriceModerate · 20
$28,765Mileage not verified

Market: $28,071 – $30,009

Comparison: 20 similar vehicles

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

Joplin, MO

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Joplin, MO

Fair PriceModerate · 39
$28,85025,687 mi

Market: $27,470 – $29,676

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Joplin, MO

2024 Subaru Ascent Limited

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

2024 Subaru Ascent Limited

Joplin, MO

OverpricedModerate · 33
$29,50076,838 mi

Market: $24,418 – $28,794

Comparison: 33 similar vehicles

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

Joplin, MO

2025 Subaru Forester Premium

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

2025 Subaru Forester Premium

Joplin, MO

Unscored
$30,39620,291 mi

Comparison: 9 similar vehicles

Joplin, MO

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Joplin, MO

UnscoredInsufficient · 4
$30,443Mileage not verified

Comparison: 4 similar vehicles

Joplin, MO

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Joplin, MO

Fair PriceModerate · 30
$30,697Mileage not verified

Market: $27,079 – $31,401

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Joplin, MO

2024 Subaru Ascent Onyx Edition

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

2024 Subaru Ascent Onyx Edition

Joplin, MO

Unscored
$30,70449,190 mi

Comparison: 13 similar vehicles

Joplin, MO

2025 Subaru Ascent Premium

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

2025 Subaru Ascent Premium

Joplin, MO

Fair PriceLimited · 12
$30,95035,296 mi

Market: $26,989 – $32,179

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Joplin, MO

2025 Subaru Forester Sport

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

2025 Subaru Forester Sport

Joplin, MO

Fair PriceModerate · 28
$31,50023,201 mi

Market: $24,750 – $34,717

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Joplin, MO

2025 Subaru Outback Wilderness

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

2025 Subaru Outback Wilderness

Joplin, MO

Unscored
$31,99848,628 mi

Comparison: 7 similar vehicles

Joplin, MO

2024 Subaru Ascent Limited

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

2024 Subaru Ascent Limited

Joplin, MO

UnscoredInsufficient · 0
$32,00058,000 mi

Joplin, MO

2025 Subaru Crosstrek Limited

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

2025 Subaru Crosstrek Limited

Joplin, MO

Unscored
$32,10022,045 mi

Comparison: 5 similar vehicles

Joplin, MO

2026 Subaru Crosstrek Wilderness

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

2026 Subaru Crosstrek Wilderness

Joplin, MO

Fair PriceLimited · 13
$32,2991,753 mi

Market: $31,989 – $36,445

Comparison: 13 similar vehicles

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

Joplin, MO

2024 Subaru Forester Wilderness

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

2024 Subaru Forester Wilderness

Joplin, MO

Fair PriceLimited · 17
$32,39420,294 mi

Market: $24,000 – $33,734

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Joplin, MO

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Joplin, MO

UnscoredInsufficient · 4
$32,688Mileage not verified

Comparison: 4 similar vehicles

Joplin, MO

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Joplin, MO

UnscoredInsufficient · 4
$33,083Mileage not verified

Comparison: 4 similar vehicles

Joplin, MO

2024 Subaru WRX GT

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

2024 Subaru WRX GT

Joplin, MO

UnscoredInsufficient · 0
$33,12035,366 mi

Joplin, MO

2025 Subaru Outback Wilderness

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

2025 Subaru Outback Wilderness

Joplin, MO

Unscored
$33,12232,127 mi

Comparison: 5 similar vehicles

Joplin, MO

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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