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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

268 listings found

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Ocala, FL

Unscored
$8,999135,771 mi

Comparison: 34 similar vehicles

Ocala, FL

2011 Subaru Outback I Limited

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

2011 Subaru Outback I Limited

Ocala, FL

OverpricedLimited · 10
$10,995166,863 mi

Market: $4,100 – $8,018

Comparison: 10 similar vehicles

Priced ~37% above the typical market range for similar vehicles (based on current market benchmarks)

Ocala, FL

2010 Subaru Impreza 2.5i

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

2010 Subaru Impreza 2.5i

Ocala, FL

UnscoredInsufficient · 0
$10,99592,853 mi

Ocala, FL

2016 Subaru Crosstrek Hybrid Touring

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

2016 Subaru Crosstrek Hybrid Touring

Ocala, FL

UnscoredInsufficient · 0
$11,50094,637 mi

Ocala, FL

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Ocala, FL

Unscored
$12,995126,894 mi

Comparison: 46 similar vehicles

Ocala, FL

2017 Subaru Forester Limited

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

2017 Subaru Forester Limited

Ocala, FL

Unscored
$12,995140,653 mi

Comparison: 23 similar vehicles

Ocala, FL

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Ocala, FL

UnscoredInsufficient · 4
$13,995105,376 mi

Comparison: 4 similar vehicles

Ocala, FL

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Ocala, FL

Unscored
$14,495124,053 mi

Comparison: 20 similar vehicles

Ocala, FL

2019 Subaru Forester Sport

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

2019 Subaru Forester Sport

Ocala, FL

Fair PriceModerate · 20
$17,62692,071 mi

Market: $11,700 – $22,174

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Ocala, FL

2021 Subaru Forester Base

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

2021 Subaru Forester Base

Ocala, FL

UnscoredInsufficient · 0
$19,86556,502 mi

Ocala, FL

2019 Subaru Forester Touring

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

2019 Subaru Forester Touring

Ocala, FL

Unscored
$20,09472,165 mi

Comparison: 8 similar vehicles

Ocala, FL

2020 Subaru Outback Premium

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

2020 Subaru Outback Premium

Ocala, FL

Fair PriceModerate · 34
$20,83176,684 mi

Market: $15,495 – $28,107

Comparison: 34 similar vehicles

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

Ocala, FL

2023 Subaru Crosstrek Premium

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

2023 Subaru Crosstrek Premium

Ocala, FL

Unscored
$21,35138,042 mi

Comparison: 5 similar vehicles

Ocala, FL

2023 Subaru Ascent Limited

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

2023 Subaru Ascent Limited

Ocala, FL

Fair PriceLimited · 10
$21,99077,534 mi

Market: $20,000 – $25,900

Comparison: 10 similar vehicles

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

Ocala, FL

2022 Subaru Outback Touring

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

2022 Subaru Outback Touring

Ocala, FL

Unscored
$21,99238,669 mi

Comparison: 5 similar vehicles

Ocala, FL

2021 Subaru Crosstrek Premium

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

2021 Subaru Crosstrek Premium

Ocala, FL

Unscored
$22,64631,572 mi

Comparison: 13 similar vehicles

Ocala, FL

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

Ocala, FL

UnscoredInsufficient · 0
$22,99835,813 mi

Ocala, FL

2021 Subaru Ascent Touring

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

2021 Subaru Ascent Touring

Ocala, FL

UnscoredInsufficient · 0
$23,83856,485 mi

Ocala, FL

2018 Subaru Forester XT Touring

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

2018 Subaru Forester XT Touring

Ocala, FL

UnscoredInsufficient · 0
$24,99836,087 mi

Ocala, FL

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Ocala, FL

Fair PriceRobust · 64
$25,00022,992 mi

Market: $21,993 – $27,633

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Ocala, FL

2022 Subaru Ascent Premium

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

2022 Subaru Ascent Premium

Ocala, FL

UnscoredInsufficient · 0
$26,67339,265 mi

Ocala, FL

2027 Subaru Impreza Base

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

2027 Subaru Impreza Base

Ocala, FL

Unscored
$26,787Mileage not verified

Comparison: 6 similar vehicles

Ocala, FL

2024 Subaru Forester Sport

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

2024 Subaru Forester Sport

Ocala, FL

Unscored
$26,99026,188 mi

Comparison: 5 similar vehicles

Ocala, FL

2023 Subaru Forester Premium

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

2023 Subaru Forester Premium

Ocala, FL

Unscored
$26,99821,982 mi

Comparison: 9 similar vehicles

Ocala, FL

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Ocala, FL

Great DealModerate · 41
$27,35024,670 mi

Market: $28,433 – $33,105

Comparison: 41 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 5 days listed (based on current market benchmarks)

Ocala, FL

2022 Subaru Ascent Touring

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

2022 Subaru Ascent Touring

Ocala, FL

UnscoredInsufficient · 3
$27,51349,851 mi

Comparison: 3 similar vehicles

Ocala, FL

2024 Subaru Crosstrek Limited

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

2024 Subaru Crosstrek Limited

Ocala, FL

Fair PriceModerate · 29
$27,99818,682 mi

Market: $23,638 – $31,389

Comparison: 29 similar vehicles

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

Ocala, FL

2026 Subaru Crosstrek Base

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

2026 Subaru Crosstrek Base

Ocala, FL

Fair PriceRobust · 52
$28,1944,352 mi

Market: $24,797 – $30,958

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Ocala, FL

2025 Subaru Forester Premium

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

2025 Subaru Forester Premium

Ocala, FL

Unscored
$28,42534,140 mi

Comparison: 5 similar vehicles

Ocala, FL

2024 Subaru Legacy Limited

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

2024 Subaru Legacy Limited

Ocala, FL

UnscoredInsufficient · 0
$28,49939,771 mi

Ocala, FL

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Ocala, FL

Unscored
$28,866Mileage not verified

Comparison: 5 similar vehicles

Ocala, FL

2025 Subaru Ascent Premium

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

2025 Subaru Ascent Premium

Ocala, FL

UnscoredInsufficient · 4
$28,99433,973 mi

Comparison: 4 similar vehicles

Ocala, FL

2027 Subaru Crosstrek Base

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

2027 Subaru Crosstrek Base

Ocala, FL

Fair PriceLimited · 10
$29,536Mileage not verified

Market: $28,064 – $29,781

Comparison: 10 similar vehicles

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

Ocala, FL

2027 Subaru Crosstrek Base

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

2027 Subaru Crosstrek Base

Ocala, FL

Fair PriceLimited · 10
$29,536Mileage not verified

Market: $28,064 – $29,781

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Ocala, FL

2026 Subaru Crosstrek Base

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

2026 Subaru Crosstrek Base

Ocala, FL

UnscoredInsufficient · 0
$29,539Mileage not verified

Ocala, FL

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Ocala, FL

Fair PriceModerate · 21
$29,5716,603 mi

Market: $28,841 – $29,838

Comparison: 21 similar vehicles

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

Ocala, FL

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Ocala, FL

Fair PriceModerate · 23
$30,11323,879 mi

Market: $27,350 – $33,105

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Ocala, FL

2026 Subaru Crosstrek Premium

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

2026 Subaru Crosstrek Premium

Ocala, FL

Unscored
$30,428Mileage not verified

Comparison: 5 similar vehicles

Ocala, FL

2024 Subaru Ascent Limited

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

2024 Subaru Ascent Limited

Ocala, FL

OverpricedLimited · 10
$30,44518,614 mi

Market: $28,996 – $30,391

Comparison: 10 similar vehicles

Ocala, FL

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Ocala, FL

Fair PriceModerate · 23
$30,44612,016 mi

Market: $28,990 – $30,792

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Ocala, FL

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Ocala, FL

Fair PriceModerate · 22
$30,455Mileage not verified

Market: $30,830 – $34,835

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 32 days listed (based on current market benchmarks)

Ocala, FL

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Ocala, FL

Unscored
$30,568Mileage not verified

Comparison: 5 similar vehicles

Ocala, FL

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Ocala, FL

Fair PriceModerate · 22
$30,830Mileage not verified

Market: $30,455 – $34,835

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Ocala, FL

2026 Subaru Forester Premium

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

2026 Subaru Forester Premium

Ocala, FL

Fair PriceRobust · 127
$31,4115,780 mi

Market: $28,000 – $38,998

Comparison: 127 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Ocala, FL

2025 Subaru Crosstrek Limited

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

2025 Subaru Crosstrek Limited

Ocala, FL

UnscoredInsufficient · 4
$31,5293,032 mi

Comparison: 4 similar vehicles

Ocala, FL

2025 Subaru Legacy Limited

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

2025 Subaru Legacy Limited

Ocala, FL

UnscoredInsufficient · 0
$31,742680 mi

Ocala, FL

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Ocala, FL

Unscored
$31,86510,311 mi

Comparison: 17 similar vehicles

Ocala, FL

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

Ocala, FL

Unscored
$31,96030,652 mi

Comparison: 8 similar vehicles

Ocala, FL

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Ocala, FL

Unscored
$32,081Mileage not verified

Comparison: 7 similar vehicles

Ocala, FL

2026 Subaru Forester Base

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

2026 Subaru Forester Base

Ocala, FL

Unscored
$32,199Mileage not verified

Comparison: 7 similar vehicles

Ocala, FL

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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