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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 11, 2026

7.3M+

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

587 listings found

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Springfield, VT

Unscored
$6,995175,299 mi

Comparison: 37 similar vehicles

Springfield, VT

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Springfield, VT

Fair PriceLimited · 15
$8,95498,991 mi

Market: $4,094 – $12,783

Comparison: 15 similar vehicles

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

Springfield, VT

2014 Subaru Impreza 2.0I Premium

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

2014 Subaru Impreza 2.0I Premium

Springfield, VT

Unscored
$9,194142,875 mi

Comparison: 33 similar vehicles

Springfield, VT

2014 Mercedes-Benz E-Class E350 Sport

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

2014 Mercedes-Benz E-Class E350 Sport

Springfield, VT

Unscored
$11,194148,877 mi

Comparison: 21 similar vehicles

Springfield, VT

2017 Subaru Legacy Base

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

2017 Subaru Legacy Base

Springfield, VT

Unscored
$11,694103,750 mi

Comparison: 8 similar vehicles

Springfield, VT

2017 Subaru Impreza Sport

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

2017 Subaru Impreza Sport

Springfield, VT

Unscored
$11,694134,906 mi

Comparison: 46 similar vehicles

Springfield, VT

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Springfield, VT

Fair PriceRobust · 68
$11,694114,322 mi

Market: $3,999 – $17,849

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Springfield, VT

2019 Chevrolet Blazer 3LT

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

2019 Chevrolet Blazer 3LT

Springfield, VT

Unscored
$11,974150,390 mi

Comparison: 22 similar vehicles

Springfield, VT

2018 Subaru Impreza Sport

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

2018 Subaru Impreza Sport

Springfield, VT

Unscored
$12,094127,291 mi

Comparison: 12 similar vehicles

Springfield, VT

2011 Toyota Highlander SE

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

2011 Toyota Highlander SE

Springfield, VT

Unscored
$12,694128,042 mi

Comparison: 6 similar vehicles

Springfield, VT

2015 Mitsubishi Lancer SE

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

2015 Mitsubishi Lancer SE

Springfield, VT

UnscoredInsufficient · 0
$12,90078,556 mi

Springfield, VT

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

Springfield, VT

Fair PriceModerate · 22
$13,194112,593 mi

Market: $9,995 – $17,000

Comparison: 22 similar vehicles

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

Springfield, VT

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Springfield, VT

Fair PriceModerate · 24
$13,694115,344 mi

Market: $8,999 – $18,717

Comparison: 24 similar vehicles

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

Springfield, VT

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Springfield, VT

UnscoredInsufficient · 4
$13,694133,694 mi

Comparison: 4 similar vehicles

Springfield, VT

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Springfield, VT

Fair PriceRobust · 94
$13,69497,990 mi

Market: $6,795 – $16,998

Comparison: 94 similar vehicles

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

Springfield, VT

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Springfield, VT

Unscored
$13,794123,899 mi

Comparison: 98 similar vehicles

Springfield, VT

2017 Audi A4 Premium Plus

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

2017 Audi A4 Premium Plus

Springfield, VT

Fair PriceModerate · 24
$14,094116,000 mi

Market: $8,745 – $22,548

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Springfield, VT

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Springfield, VT

Fair PriceModerate · 37
$14,694103,293 mi

Market: $7,995 – $18,990

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Springfield, VT

2019 Subaru Legacy Premium

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

2019 Subaru Legacy Premium

Springfield, VT

Fair PriceModerate · 49
$14,98096,461 mi

Market: $8,995 – $19,998

Comparison: 49 similar vehicles

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

Springfield, VT

2012 Honda Accord EX

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

2012 Honda Accord EX

Springfield, VT

UnscoredInsufficient · 0
$14,99544,481 mi

Springfield, VT

2020 Subaru Outback Premium

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

2020 Subaru Outback Premium

Springfield, VT

Unscored
$15,194134,372 mi

Comparison: 5 similar vehicles

Springfield, VT

2018 Subaru Legacy Limited

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

2018 Subaru Legacy Limited

Springfield, VT

Fair PriceModerate · 21
$15,194112,916 mi

Market: $8,995 – $21,995

Comparison: 21 similar vehicles

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

Springfield, VT

2015 Toyota RAV4 Limited

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

2015 Toyota RAV4 Limited

Springfield, VT

Unscored
$15,194133,311 mi

Comparison: 62 similar vehicles

Springfield, VT

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Springfield, VT

Unscored
$16,094113,961 mi

Comparison: 5 similar vehicles

Springfield, VT

2023 Nissan Leaf SV Plus

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

2023 Nissan Leaf SV Plus

Springfield, VT

UnscoredInsufficient · 0
$16,19547,737 mi

Springfield, VT

2018 Jeep Wrangler JK Unlimited Sport S

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

2018 Jeep Wrangler JK Unlimited Sport S

Springfield, VT

UnscoredInsufficient · 4
$16,980102,539 mi

Comparison: 4 similar vehicles

Springfield, VT

2017 Volkswagen Golf GTI Autobahn

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

2017 Volkswagen Golf GTI Autobahn

Springfield, VT

UnscoredInsufficient · 0
$17,19461,001 mi

Springfield, VT

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Springfield, VT

UnscoredInsufficient · 4
$17,19474,595 mi

Comparison: 4 similar vehicles

Springfield, VT

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Springfield, VT

Fair PriceModerate · 23
$17,40053,970 mi

Market: $16,165 – $17,881

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Springfield, VT

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Springfield, VT

Fair PriceModerate · 23
$17,50055,883 mi

Market: $16,165 – $17,881

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Springfield, VT

2018 Honda Odyssey EX-L

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

2018 Honda Odyssey EX-L

Springfield, VT

Fair PriceRobust · 80
$17,57497,659 mi

Market: $12,485 – $24,165

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Springfield, VT

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Springfield, VT

Fair PriceRobust · 233
$17,69491,511 mi

Market: $10,995 – $26,012

Comparison: 233 similar vehicles

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

Springfield, VT

2018 Subaru WRX Base

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

2018 Subaru WRX Base

Springfield, VT

Fair PriceLimited · 11
$17,69469,472 mi

Market: $8,995 – $19,145

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Springfield, VT

2022 Kia Telluride EX

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

2022 Kia Telluride EX

Springfield, VT

Unscored
$17,974130,461 mi

Comparison: 95 similar vehicles

Springfield, VT

2021 Subaru Ascent Premium

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

2021 Subaru Ascent Premium

Springfield, VT

Fair PriceModerate · 25
$18,194112,648 mi

Market: $13,700 – $22,699

Comparison: 25 similar vehicles

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

Springfield, VT

2019 RAM 1500 Classic Big Horn

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

2019 RAM 1500 Classic Big Horn

Springfield, VT

UnscoredInsufficient · 4
$18,194138,474 mi

Comparison: 4 similar vehicles

Springfield, VT

2021 Subaru Forester Base

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

2021 Subaru Forester Base

Springfield, VT

Fair PriceModerate · 24
$18,50078,834 mi

Market: $13,990 – $20,795

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Springfield, VT

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Springfield, VT

UnscoredInsufficient · 4
$18,55554,379 mi

Comparison: 4 similar vehicles

Springfield, VT

2022 Jeep Cherokee Limited

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

2022 Jeep Cherokee Limited

Springfield, VT

Fair PriceModerate · 21
$18,57479,724 mi

Market: $16,500 – $23,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Springfield, VT

2017 Honda CR-V EX-L

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

2017 Honda CR-V EX-L

Springfield, VT

UnscoredInsufficient · 4
$18,69498,100 mi

Comparison: 4 similar vehicles

Springfield, VT

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Springfield, VT

Unscored
$18,97444,263 mi

Comparison: 8 similar vehicles

Springfield, VT

2017 Toyota RAV4 LE

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

2017 Toyota RAV4 LE

Springfield, VT

Fair PriceRobust · 146
$19,40072,539 mi

Market: $12,300 – $22,213

Comparison: 146 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Springfield, VT

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Springfield, VT

Fair PriceRobust · 76
$19,49862,520 mi

Market: $18,177 – $24,989

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Springfield, VT

2021 Toyota Corolla SE

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

2021 Toyota Corolla SE

Springfield, VT

Fair PriceModerate · 41
$19,50066,718 mi

Market: $16,900 – $20,497

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Springfield, VT

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Springfield, VT

UnscoredInsufficient · 3
$19,82261,447 mi

Comparison: 3 similar vehicles

Springfield, VT

2024 Buick Encore GX Sport Touring

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

2024 Buick Encore GX Sport Touring

Springfield, VT

Fair PriceRobust · 53
$19,84537,968 mi

Market: $14,990 – $23,494

Comparison: 53 similar vehicles

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

Springfield, VT

2017 Mazda MX-5 Miata RF Grand Touring

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

2017 Mazda MX-5 Miata RF Grand Touring

Springfield, VT

UnscoredInsufficient · 0
$19,97453,997 mi

Springfield, VT

2018 Mazda CX-5 Grand Touring

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

2018 Mazda CX-5 Grand Touring

Springfield, VT

UnscoredInsufficient · 0
$19,98751,799 mi

Springfield, VT

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Springfield, VT

Unscored
$20,194124,372 mi

Comparison: 11 similar vehicles

Springfield, VT

2024 Kia Niro Wind

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

2024 Kia Niro Wind

Springfield, VT

Fair PriceLimited · 18
$20,27422,122 mi

Market: $19,649 – $23,179

Comparison: 18 similar vehicles

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

Springfield, VT

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 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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