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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

134 listings found

2013 Subaru Outback Base

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

2013 Subaru Outback Base

Florence, KY

UnscoredLimited · 5
$7,499138,432 mi

Comparison: 5 similar vehicles

Florence, KY

2015 Subaru XV Crosstrek Premium

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

2015 Subaru XV Crosstrek Premium

Florence, KY

Fair PriceModerate · 32
$10,899116,555 mi

Market: $6,588 – $16,888

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Florence, KY

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Florence, KY

Fair PriceModerate · 33
$10,999117,087 mi

Market: $5,999 – $16,990

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Florence, KY

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Florence, KY

UnscoredLimited · 12
$10,999125,607 mi

Comparison: 12 similar vehicles

Florence, KY

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Florence, KY

Salvage title
$12,495100,859 mi

Florence, KY

2017 Subaru Outback Base

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

2017 Subaru Outback Base

Florence, KY

UnscoredInsufficient · 0
$12,83892,903 mi

Florence, KY

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Florence, KY

UnscoredInsufficient · 3
$12,899138,894 mi

Comparison: 3 similar vehicles

Florence, KY

2018 Subaru Outback Premium

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

2018 Subaru Outback Premium

Florence, KY

UnscoredLimited · 6
$15,99685,575 mi

Comparison: 6 similar vehicles

Florence, KY

2017 Subaru Outback Premium

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

2017 Subaru Outback Premium

Florence, KY

UnscoredLimited · 16
$15,998122,688 mi

Comparison: 16 similar vehicles

Florence, KY

2017 Subaru Legacy Premium

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

2017 Subaru Legacy Premium

Florence, KY

UnscoredLimited · 6
$16,34485,005 mi

Comparison: 6 similar vehicles

Florence, KY

2022 Subaru Forester Base

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

2022 Subaru Forester Base

Florence, KY

UnscoredLimited · 6
$17,49560,358 mi

Comparison: 6 similar vehicles

Florence, KY

2019 Subaru Impreza Base

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

2019 Subaru Impreza Base

Florence, KY

UnscoredInsufficient · 3
$17,86536,539 mi

Comparison: 3 similar vehicles

Florence, KY

2020 Subaru Forester Limited

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

2020 Subaru Forester Limited

Florence, KY

UnscoredModerate · 43
$18,033137,262 mi

Comparison: 43 similar vehicles

Florence, KY

2018 Subaru Outback Premium

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

2018 Subaru Outback Premium

Florence, KY

UnscoredInsufficient · 0
$18,79252,670 mi

Florence, KY

2017 Subaru Impreza Base

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

2017 Subaru Impreza Base

Florence, KY

UnscoredInsufficient · 0
$18,99839,679 mi

Florence, KY

2020 Subaru Impreza Limited

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

2020 Subaru Impreza Limited

Florence, KY

UnscoredLimited · 12
$19,29460,506 mi

Comparison: 12 similar vehicles

Florence, KY

2021 Subaru Crosstrek Sport

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

2021 Subaru Crosstrek Sport

Florence, KY

Fair PriceLimited · 16
$19,99176,906 mi

Market: $18,706 – $22,672

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Florence, KY

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Florence, KY

UnscoredLimited · 7
$19,9954,102 mi

Comparison: 7 similar vehicles

Florence, KY

No Photo

2018 Subaru Crosstrek Limited

Florence, KY

UnscoredInsufficient · 0
$20,24151,453 mi

Florence, KY

2020 Subaru Forester Premium

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

2020 Subaru Forester Premium

Florence, KY

OverpricedModerate · 27
$20,99887,103 mi

Market: $15,476 – $20,181

Comparison: 27 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Florence, KY

2023 Subaru Forester Touring

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

2023 Subaru Forester Touring

Florence, KY

Great DealLimited · 12
$21,39494,283 mi

Market: $24,874 – $28,900

Comparison: 12 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 93 days listed (based on current market benchmarks)

Florence, KY

2022 Subaru Outback Premium

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

2022 Subaru Outback Premium

Florence, KY

UnscoredLimited · 12
$21,49851,878 mi

Comparison: 12 similar vehicles

Florence, KY

2020 Subaru Forester Sport

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

2020 Subaru Forester Sport

Florence, KY

Fair PriceLimited · 10
$21,99356,928 mi

Market: $22,590 – $25,475

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 44 days listed (based on current market benchmarks)

Florence, KY

2021 Subaru Crosstrek Limited

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

2021 Subaru Crosstrek Limited

Florence, KY

Fair PriceLimited · 13
$22,23453,805 mi

Market: $22,048 – $23,926

Comparison: 13 similar vehicles

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

Florence, KY

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Florence, KY

OverpricedModerate · 25
$22,59774,595 mi

Market: $20,363 – $21,168

Comparison: 25 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Florence, KY

2024 Subaru Impreza Sport

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

2024 Subaru Impreza Sport

Florence, KY

UnscoredInsufficient · 0
$23,37848,280 mi

Florence, KY

2020 Subaru Forester Limited

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

2020 Subaru Forester Limited

Florence, KY

Fair PriceModerate · 28
$23,94058,430 mi

Market: $22,443 – $28,475

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Florence, KY

No Photo

2020 Subaru Ascent Limited

Florence, KY

UnscoredLimited · 9
$24,62948,884 mi

Comparison: 9 similar vehicles

Florence, KY

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Florence, KY

Fair PriceRobust · 53
$25,49534,813 mi

Market: $22,948 – $28,475

Comparison: 53 similar vehicles

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

Florence, KY

2024 Subaru Forester Wilderness

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

2024 Subaru Forester Wilderness

Florence, KY

Great DealLimited · 10
$25,49537,040 mi

Market: $30,398 – $32,443

Comparison: 10 similar vehicles

Competitively priced ~16% below the typical range compared to similar vehicles · 28 days listed (based on current market benchmarks)

Florence, KY

2025 Subaru Legacy Premium

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

2025 Subaru Legacy Premium

Florence, KY

Fair PriceLimited · 10
$25,74919,515 mi

Market: $19,800 – $28,009

Comparison: 10 similar vehicles

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

Florence, KY

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Florence, KY

UnscoredLimited · 11
$26,04162,630 mi

Comparison: 11 similar vehicles

Florence, KY

2024 Subaru Outback Premium

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

2024 Subaru Outback Premium

Florence, KY

Fair PriceModerate · 23
$26,30534,574 mi

Market: $25,714 – $30,475

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Florence, KY

No Photo

2024 Subaru Crosstrek Sport

Florence, KY

Fair PriceLimited · 13
$26,64621,039 mi

Market: $24,468 – $28,998

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Florence, KY

2022 Subaru Outback Touring

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

2022 Subaru Outback Touring

Florence, KY

UnscoredInsufficient · 0
$26,75952,388 mi

Florence, KY

No Photo

2024 Subaru Crosstrek Premium

Florence, KY

OverpricedModerate · 38
$26,80515,260 mi

Market: $24,210 – $26,448

Comparison: 38 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Florence, KY

2022 Subaru Outback Wilderness

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

2022 Subaru Outback Wilderness

Florence, KY

UnscoredLimited · 8
$26,88551,808 mi

Comparison: 8 similar vehicles

Florence, KY

2023 Subaru Forester Touring

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

2023 Subaru Forester Touring

Florence, KY

UnscoredInsufficient · 0
$26,99851,784 mi

Florence, KY

No Photo

2020 Subaru Forester Touring

Florence, KY

UnscoredInsufficient · 0
$27,69513,733 mi

Florence, KY

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Florence, KY

Fair PriceLimited · 16
$27,904Mileage not verified

Market: $27,904 – $30,778

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Florence, KY

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Florence, KY

Fair PriceLimited · 16
$27,904Mileage not verified

Market: $27,904 – $30,778

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Florence, KY

2025 Subaru Forester Premium

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

2025 Subaru Forester Premium

Florence, KY

Fair PriceModerate · 22
$27,91645,577 mi

Market: $23,989 – $29,194

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Florence, KY

2024 Subaru Forester Sport

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

2024 Subaru Forester Sport

Florence, KY

UnscoredLimited · 7
$28,23841,906 mi

Comparison: 7 similar vehicles

Florence, KY

2024 Subaru Outback Limited

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

2024 Subaru Outback Limited

Florence, KY

Fair PriceModerate · 44
$28,24439,464 mi

Market: $26,000 – $31,548

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Florence, KY

2026 Subaru Crosstrek Base

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

2026 Subaru Crosstrek Base

Florence, KY

UnscoredInsufficient · 3
$28,789Mileage not verified

Comparison: 3 similar vehicles

Florence, KY

2023 Subaru Ascent Onyx Edition

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

2023 Subaru Ascent Onyx Edition

Florence, KY

UnscoredInsufficient · 0
$29,13364,893 mi

Florence, KY

2025 Subaru Outback Premium

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

2025 Subaru Outback Premium

Florence, KY

Fair PriceModerate · 36
$29,54520,313 mi

Market: $24,300 – $31,475

Comparison: 36 similar vehicles

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

Florence, KY

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Florence, KY

Fair PriceLimited · 16
$29,804Mileage not verified

Market: $27,904 – $30,778

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Florence, KY

2025 Subaru Forester Premium

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

2025 Subaru Forester Premium

Florence, KY

Fair PriceModerate · 35
$29,99819,161 mi

Market: $29,436 – $30,448

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Florence, KY

2024 Subaru Ascent Premium

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

2024 Subaru Ascent Premium

Florence, KY

UnscoredModerate · 22
$29,99826,974 mi

Comparison: 22 similar vehicles

Florence, KY

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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