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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 8, 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

42 listings found

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Osseo, MN

Unscored
$4,900216,040 mi

Comparison: 6 similar vehicles

Osseo, MN

2016 BMW 3 Series 328i

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

2016 BMW 3 Series 328i

Osseo, MN

UnscoredInsufficient · 0
$8,450175,279 mi

Osseo, MN

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Osseo, MN

Unscored
$8,950117,913 mi

Comparison: 8 similar vehicles

Osseo, MN

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Osseo, MN

UnscoredInsufficient · 3
$9,50093,400 mi

Comparison: 3 similar vehicles

Osseo, MN

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Osseo, MN

Unscored
$9,90093,050 mi

Comparison: 9 similar vehicles

Osseo, MN

2013 BMW 3 Series 320i

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

2013 BMW 3 Series 320i

Osseo, MN

UnscoredInsufficient · 0
$9,90091,580 mi

Osseo, MN

2018 Ford E-Series Cutaway Base

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

2018 Ford E-Series Cutaway Base

Osseo, MN

UnscoredInsufficient · 0
$9,950105,908 mi

Osseo, MN

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Osseo, MN

Unscored
$10,900105,940 mi

Comparison: 8 similar vehicles

Osseo, MN

2020 Ford Escape SE

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

2020 Ford Escape SE

Osseo, MN

Salvage title
$10,95093,715 mi

Osseo, MN

2017 RAM 1500 Pickup Laramie

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

2017 RAM 1500 Pickup Laramie

Osseo, MN

Unscored
$10,950207,535 mi

Comparison: 13 similar vehicles

Osseo, MN

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Osseo, MN

Unscored
$11,900109,600 mi

Comparison: 8 similar vehicles

Osseo, MN

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

Osseo, MN

Fair PriceModerate · 31
$11,900107,430 mi

Market: $4,995 – $15,347

Comparison: 31 similar vehicles

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

Osseo, MN

2021 Nissan NV Cargo SV

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

2021 Nissan NV Cargo SV

Osseo, MN

UnscoredInsufficient · 0
$11,950180,426 mi

Osseo, MN

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Osseo, MN

Fair PriceModerate · 33
$12,500108,725 mi

Market: $8,649 – $27,500

Comparison: 33 similar vehicles

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

Osseo, MN

2016 Mercedes-Benz GLA-Class GLA250

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

2016 Mercedes-Benz GLA-Class GLA250

Osseo, MN

UnscoredInsufficient · 0
$12,90088,575 mi

Osseo, MN

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Osseo, MN

Fair PriceLimited · 10
$12,90096,300 mi

Market: $10,988 – $14,347

Comparison: 10 similar vehicles

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

Osseo, MN

2019 Chrysler Pacifica Touring Plus

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

2019 Chrysler Pacifica Touring Plus

Osseo, MN

Fair PriceModerate · 22
$13,500119,800 mi

Market: $7,999 – $32,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Osseo, MN

2018 Nissan Murano SV

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

2018 Nissan Murano SV

Osseo, MN

Unscored
$13,90088,019 mi

Comparison: 9 similar vehicles

Osseo, MN

2014 Mercedes-Benz M-Class ML350

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

2014 Mercedes-Benz M-Class ML350

Osseo, MN

Unscored
$13,90077,750 mi

Comparison: 6 similar vehicles

Osseo, MN

2020 Nissan NV200 SV

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

2020 Nissan NV200 SV

Osseo, MN

UnscoredInsufficient · 3
$13,950110,876 mi

Comparison: 3 similar vehicles

Osseo, MN

2015 Mercedes-Benz E-Class E350 Sport

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

2015 Mercedes-Benz E-Class E350 Sport

Osseo, MN

UnscoredInsufficient · 0
$14,50078,050 mi

Osseo, MN

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

Osseo, MN

UnscoredInsufficient · 3
$14,90086,850 mi

Comparison: 3 similar vehicles

Osseo, MN

2023 Ford Transit Connect XL

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

2023 Ford Transit Connect XL

Osseo, MN

Salvage title
$14,950140,414 mi

Osseo, MN

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Osseo, MN

Fair PriceRobust · 57
$14,95093,359 mi

Market: $8,995 – $17,395

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Osseo, MN

2022 Ford Transit Connect XLT

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

2022 Ford Transit Connect XLT

Osseo, MN

Unscored
$15,950134,538 mi

Comparison: 8 similar vehicles

Osseo, MN

2016 Jaguar XJ R-Sport

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

2016 Jaguar XJ R-Sport

Osseo, MN

UnscoredInsufficient · 0
$15,95089,046 mi

Osseo, MN

2020 Land Rover Discovery Sport S

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

2020 Land Rover Discovery Sport S

Osseo, MN

UnscoredInsufficient · 0
$16,90062,632 mi

Osseo, MN

2018 Mercedes-Benz C-Class Sedan C300

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

2018 Mercedes-Benz C-Class Sedan C300

Osseo, MN

UnscoredInsufficient · 3
$16,90072,500 mi

Comparison: 3 similar vehicles

Osseo, MN

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Osseo, MN

Fair PriceLimited · 10
$17,95050,606 mi

Market: $17,683 – $18,349

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Osseo, MN

2020 Subaru Forester Limited

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

2020 Subaru Forester Limited

Osseo, MN

Unscored
$17,950105,043 mi

Comparison: 5 similar vehicles

Osseo, MN

2020 Jaguar E-PACE SE

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

2020 Jaguar E-PACE SE

Osseo, MN

UnscoredInsufficient · 0
$17,95072,174 mi

Osseo, MN

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Osseo, MN

Fair PriceLimited · 10
$17,950114,580 mi

Market: $13,495 – $20,245

Comparison: 10 similar vehicles

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

Osseo, MN

2019 RAM ProMaster Cargo Van Base

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

2019 RAM ProMaster Cargo Van Base

Osseo, MN

UnscoredInsufficient · 3
$19,45093,093 mi

Comparison: 3 similar vehicles

Osseo, MN

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Osseo, MN

Fair PriceModerate · 26
$20,95036,849 mi

Market: $20,347 – $25,444

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Osseo, MN

2025 Mitsubishi Eclipse Cross SE

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

2025 Mitsubishi Eclipse Cross SE

Osseo, MN

UnscoredInsufficient · 0
$20,95018,890 mi

Osseo, MN

2022 Subaru Ascent Onyx Edition

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

2022 Subaru Ascent Onyx Edition

Osseo, MN

UnscoredInsufficient · 4
$21,95077,530 mi

Comparison: 4 similar vehicles

Osseo, MN

2023 RAM ProMaster Cargo Van Base

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

2023 RAM ProMaster Cargo Van Base

Osseo, MN

Unscored
$23,950123,354 mi

Comparison: 5 similar vehicles

Osseo, MN

2016 Ford Transit Chassis Cab Base

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

2016 Ford Transit Chassis Cab Base

Osseo, MN

UnscoredInsufficient · 0
$24,950173,703 mi

Osseo, MN

2003 Ford F-750

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

2003 Ford F-750

Osseo, MN

UnscoredInsufficient · 0
$24,950116,545 mi

Osseo, MN

2018 Toyota Highlander Limited Platinum

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

2018 Toyota Highlander Limited Platinum

Osseo, MN

Unscored
$26,95089,811 mi

Comparison: 6 similar vehicles

Osseo, MN

2015 Ford E-Series Cutaway Base

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

2015 Ford E-Series Cutaway Base

Osseo, MN

UnscoredInsufficient · 3
$27,950103,710 mi

Comparison: 3 similar vehicles

Osseo, MN

2019 Mercedes-Benz Sprinter Crew Van Base

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

2019 Mercedes-Benz Sprinter Crew Van Base

Osseo, MN

UnscoredInsufficient · 0
$28,95061,957 mi

Osseo, MN

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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