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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

645 listings found

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

Plano, TX

UnscoredInsufficient · 3
$4,980164,550 mi

Comparison: 3 similar vehicles

Plano, TX

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Plano, TX

UnscoredInsufficient · 0
$6,49194,453 mi

Plano, TX

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Plano, TX

UnscoredLimited · 5
$12,99584,508 mi

Comparison: 5 similar vehicles

Plano, TX

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

Plano, TX

UnscoredLimited · 7
$12,995109,121 mi

Comparison: 7 similar vehicles

Plano, TX

2018 Subaru Outback Touring

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

2018 Subaru Outback Touring

Plano, TX

UnscoredInsufficient · 3
$13,950174,996 mi

Comparison: 3 similar vehicles

Plano, TX

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Plano, TX

UnscoredLimited · 8
$14,116125,716 mi

Comparison: 8 similar vehicles

Plano, TX

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

Plano, TX

Fair PriceLimited · 13
$14,48888,853 mi

Market: $6,250 – $14,750

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Plano, TX

2019 Subaru Legacy Premium

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

2019 Subaru Legacy Premium

Plano, TX

UnscoredLimited · 7
$14,83898,078 mi

Comparison: 7 similar vehicles

Plano, TX

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Plano, TX

UnscoredLimited · 11
$14,990121,977 mi

Comparison: 11 similar vehicles

Plano, TX

2022 Subaru Impreza Base

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

2022 Subaru Impreza Base

Plano, TX

UnscoredLimited · 7
$15,93882,792 mi

Comparison: 7 similar vehicles

Plano, TX

2023 Subaru Impreza Base

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

2023 Subaru Impreza Base

Plano, TX

UnscoredInsufficient · 4
$16,23888,326 mi

Comparison: 4 similar vehicles

Plano, TX

2021 Subaru Crosstrek Base

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

2021 Subaru Crosstrek Base

Plano, TX

UnscoredLimited · 5
$16,43880,936 mi

Comparison: 5 similar vehicles

Plano, TX

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

Plano, TX

UnscoredLimited · 9
$16,725132,241 mi

Comparison: 9 similar vehicles

Plano, TX

2018 Subaru WRX Premium

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

2018 Subaru WRX Premium

Plano, TX

UnscoredInsufficient · 3
$16,78883,915 mi

Comparison: 3 similar vehicles

Plano, TX

2017 Subaru Forester XT Touring

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

2017 Subaru Forester XT Touring

Plano, TX

UnscoredLimited · 7
$16,98881,808 mi

Comparison: 7 similar vehicles

Plano, TX

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Plano, TX

Fair PriceLimited · 12
$17,025104,740 mi

Market: $14,513 – $19,802

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Plano, TX

2024 Subaru Impreza Sport

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

2024 Subaru Impreza Sport

Plano, TX

UnscoredInsufficient · 0
$17,52559,861 mi

Plano, TX

2020 Subaru Forester Sport

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

2020 Subaru Forester Sport

Plano, TX

Fair PriceLimited · 16
$17,783102,572 mi

Market: $17,365 – $24,014

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 512 days listed (based on current market benchmarks)

Plano, TX

2017 Subaru Forester XT Premium

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

2017 Subaru Forester XT Premium

Plano, TX

UnscoredInsufficient · 0
$17,95088,942 mi

Plano, TX

2019 Subaru Ascent Touring

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

2019 Subaru Ascent Touring

Plano, TX

UnscoredLimited · 5
$17,988117,790 mi

Comparison: 5 similar vehicles

Plano, TX

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

Plano, TX

UnscoredInsufficient · 0
$17,99883,491 mi

Plano, TX

2017 Subaru Forester Touring

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

2017 Subaru Forester Touring

Plano, TX

UnscoredLimited · 8
$18,21671,964 mi

Comparison: 8 similar vehicles

Plano, TX

2020 Subaru Ascent Limited

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

2020 Subaru Ascent Limited

Plano, TX

Fair PriceLimited · 13
$18,22092,620 mi

Market: $15,495 – $25,220

Comparison: 13 similar vehicles

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

Plano, TX

2023 Subaru Impreza Base

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

2023 Subaru Impreza Base

Plano, TX

UnscoredInsufficient · 0
$18,22527,816 mi

Plano, TX

2020 Subaru Crosstrek Premium

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

2020 Subaru Crosstrek Premium

Plano, TX

UnscoredLimited · 5
$18,23891,253 mi

Comparison: 5 similar vehicles

Plano, TX

2018 Subaru WRX Premium

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

2018 Subaru WRX Premium

Plano, TX

UnscoredInsufficient · 3
$18,49577,699 mi

Comparison: 3 similar vehicles

Plano, TX

2020 Subaru Ascent Touring

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

2020 Subaru Ascent Touring

Plano, TX

Fair PriceLimited · 13
$18,63884,890 mi

Market: $13,995 – $24,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Plano, TX

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

Plano, TX

UnscoredLimited · 5
$18,78681,900 mi

Comparison: 5 similar vehicles

Plano, TX

2023 Subaru Forester Premium

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

2023 Subaru Forester Premium

Plano, TX

UnscoredLimited · 5
$18,99564,128 mi

Comparison: 5 similar vehicles

Plano, TX

2017 Subaru Outback Touring

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

2017 Subaru Outback Touring

Plano, TX

OverpricedModerate · 24
$19,20469,265 mi

Market: $10,995 – $17,450

Comparison: 24 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Plano, TX

2021 Subaru Forester Limited

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

2021 Subaru Forester Limited

Plano, TX

Fair PriceModerate · 23
$19,37796,937 mi

Market: $17,998 – $25,250

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 243 days listed (based on current market benchmarks)

Plano, TX

2020 Subaru Forester Premium

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

2020 Subaru Forester Premium

Plano, TX

UnscoredInsufficient · 0
$19,49555,554 mi

Plano, TX

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Plano, TX

UnscoredLimited · 7
$19,77743,631 mi

Comparison: 7 similar vehicles

Plano, TX

2023 Subaru Forester Base

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

2023 Subaru Forester Base

Plano, TX

UnscoredInsufficient · 3
$19,78865,574 mi

Comparison: 3 similar vehicles

Plano, TX

2021 Subaru Crosstrek Premium

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

2021 Subaru Crosstrek Premium

Plano, TX

UnscoredLimited · 9
$19,83872,286 mi

Comparison: 9 similar vehicles

Plano, TX

2023 Subaru Forester Premium

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

2023 Subaru Forester Premium

Plano, TX

UnscoredLimited · 5
$19,90069,744 mi

Comparison: 5 similar vehicles

Plano, TX

2022 Subaru Ascent Limited

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

2022 Subaru Ascent Limited

Plano, TX

Fair PriceLimited · 10
$19,98881,167 mi

Market: $18,231 – $25,595

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Plano, TX

2021 Subaru Forester Base

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

2021 Subaru Forester Base

Plano, TX

UnscoredInsufficient · 0
$19,98850,720 mi

Plano, TX

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Plano, TX

UnscoredInsufficient · 0
$19,99536,136 mi

Plano, TX

2016 Subaru WRX STI

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

2016 Subaru WRX STI

Plano, TX

UnscoredInsufficient · 0
$19,99583,647 mi

Plano, TX

2022 Subaru Legacy Limited

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

2022 Subaru Legacy Limited

Plano, TX

UnscoredInsufficient · 0
$19,99928,365 mi

Plano, TX

2019 Subaru Outback Limited

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

2019 Subaru Outback Limited

Plano, TX

Fair PriceLimited · 12
$20,21367,367 mi

Market: $12,495 – $23,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Plano, TX

2021 Subaru Crosstrek Base

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

2021 Subaru Crosstrek Base

Plano, TX

UnscoredLimited · 5
$20,22561,643 mi

Comparison: 5 similar vehicles

Plano, TX

2023 Subaru Legacy Premium

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

2023 Subaru Legacy Premium

Plano, TX

UnscoredInsufficient · 3
$20,81365,286 mi

Comparison: 3 similar vehicles

Plano, TX

2023 Subaru Impreza Sport

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

2023 Subaru Impreza Sport

Plano, TX

UnscoredInsufficient · 0
$20,97751,030 mi

Plano, TX

2019 Subaru Forester Premium

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

2019 Subaru Forester Premium

Plano, TX

UnscoredInsufficient · 0
$20,97752,260 mi

Plano, TX

2020 Subaru Forester Base

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

2020 Subaru Forester Base

Plano, TX

UnscoredInsufficient · 0
$20,99863,117 mi

Plano, TX

2024 Subaru Impreza Base

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

2024 Subaru Impreza Base

Plano, TX

Fair PriceLimited · 11
$21,42528,102 mi

Market: $18,500 – $22,520

Comparison: 11 similar vehicles

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

Plano, TX

2018 Subaru WRX Limited

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

2018 Subaru WRX Limited

Plano, TX

UnscoredInsufficient · 0
$21,48872,818 mi

Plano, TX

2023 Subaru SOLTERRA Limited

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

2023 Subaru SOLTERRA Limited

Plano, TX

UnscoredInsufficient · 0
$21,52552,682 mi

Plano, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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