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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

151 listings found

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Jackson, MN

UnscoredInsufficient · 3
$3,495220,950 mi

Comparison: 3 similar vehicles

Jackson, MN

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Jackson, MN

UnscoredLimited · 14
$6,995183,575 mi

Comparison: 14 similar vehicles

Jackson, MN

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Jackson, MN

UnscoredLimited · 15
$6,995222,063 mi

Comparison: 15 similar vehicles

Jackson, MN

2016 Dodge Journey CrossRoad

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

2016 Dodge Journey CrossRoad

Jackson, MN

UnscoredInsufficient · 3
$7,495133,300 mi

Comparison: 3 similar vehicles

Jackson, MN

2015 RAM Promaster City Base

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

2015 RAM Promaster City Base

Jackson, MN

UnscoredInsufficient · 0
$7,495165,180 mi

Jackson, MN

2013 GMC Acadia Denali

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

2013 GMC Acadia Denali

Jackson, MN

UnscoredLimited · 6
$7,495175,954 mi

Comparison: 6 similar vehicles

Jackson, MN

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Jackson, MN

UnscoredLimited · 9
$7,995179,210 mi

Comparison: 9 similar vehicles

Jackson, MN

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Jackson, MN

UnscoredInsufficient · 3
$8,300130,165 mi

Comparison: 3 similar vehicles

Jackson, MN

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Jackson, MN

UnscoredRobust · 52
$8,495159,483 mi

Comparison: 52 similar vehicles

Jackson, MN

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Jackson, MN

UnscoredModerate · 38
$9,995223,772 mi

Comparison: 38 similar vehicles

Jackson, MN

2017 Chevrolet Volt LT

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

2017 Chevrolet Volt LT

Jackson, MN

UnscoredLimited · 5
$9,995120,300 mi

Comparison: 5 similar vehicles

Jackson, MN

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

Jackson, MN

UnscoredLimited · 18
$10,995124,532 mi

Comparison: 18 similar vehicles

Jackson, MN

2014 Subaru Forester XT Premium

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

2014 Subaru Forester XT Premium

Jackson, MN

UnscoredInsufficient · 0
$10,995144,908 mi

Jackson, MN

2008 Jeep Wrangler Unlimited X

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

2008 Jeep Wrangler Unlimited X

Jackson, MN

UnscoredLimited · 7
$11,495165,440 mi

Comparison: 7 similar vehicles

Jackson, MN

2017 Volvo XC60 T6 R-Design

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

2017 Volvo XC60 T6 R-Design

Jackson, MN

UnscoredInsufficient · 0
$11,995132,562 mi

Jackson, 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

Jackson, MN

UnscoredRobust · 53
$12,444125,940 mi

Comparison: 53 similar vehicles

Jackson, MN

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Jackson, MN

UnscoredInsufficient · 3
$12,495188,750 mi

Comparison: 3 similar vehicles

Jackson, MN

2015 Audi A4 Premium Plus

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

2015 Audi A4 Premium Plus

Jackson, MN

UnscoredLimited · 5
$12,99591,280 mi

Comparison: 5 similar vehicles

Jackson, MN

1988 Chevrolet Corvette

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

1988 Chevrolet Corvette

Jackson, MN

UnscoredInsufficient · 0
$12,99544,225 mi

Jackson, MN

2017 Toyota Sienna XLE

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

2017 Toyota Sienna XLE

Jackson, MN

UnscoredModerate · 23
$13,995182,554 mi

Comparison: 23 similar vehicles

Jackson, MN

2017 Volkswagen Tiguan Sport

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

2017 Volkswagen Tiguan Sport

Jackson, MN

UnscoredInsufficient · 0
$13,99557,040 mi

Jackson, MN

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Jackson, MN

Salvage title
$13,995102,585 mi

Jackson, MN

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

Jackson, MN

UnscoredRobust · 89
$14,995153,150 mi

Comparison: 89 similar vehicles

Jackson, MN

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Jackson, MN

UnscoredInsufficient · 4
$15,800123,368 mi

Comparison: 4 similar vehicles

Jackson, MN

2018 Chrysler Pacifica Limited

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

2018 Chrysler Pacifica Limited

Jackson, MN

Fair PriceRobust · 52
$15,995112,371 mi

Market: $10,865 – $20,995

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Jackson, MN

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Jackson, MN

UnscoredInsufficient · 4
$16,99581,775 mi

Comparison: 4 similar vehicles

Jackson, MN

2021 Toyota Camry SE

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

2021 Toyota Camry SE

Jackson, MN

UnscoredLimited · 8
$17,995130,532 mi

Comparison: 8 similar vehicles

Jackson, MN

2018 Chevrolet Traverse Premier

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

2018 Chevrolet Traverse Premier

Jackson, MN

Fair PriceModerate · 34
$17,995110,035 mi

Market: $9,594 – $18,345

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 599 days listed (based on current market benchmarks)

Jackson, MN

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Jackson, MN

Fair PriceRobust · 152
$18,70070,557 mi

Market: $15,121 – $22,993

Comparison: 152 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Jackson, MN

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Jackson, MN

Fair PriceRobust · 50
$18,884104,767 mi

Market: $15,345 – $23,376

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Jackson, MN

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Jackson, MN

Fair PriceRobust · 107
$18,95072,518 mi

Market: $13,950 – $24,500

Comparison: 107 similar vehicles

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

Jackson, MN

2019 GMC Yukon XL SLT

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

2019 GMC Yukon XL SLT

Jackson, MN

UnscoredModerate · 37
$18,995182,040 mi

Comparison: 37 similar vehicles

Jackson, MN

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Jackson, MN

Fair PriceRobust · 82
$19,30056,623 mi

Market: $16,698 – $23,995

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Jackson, MN

2024 Chevrolet Malibu 2LT

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

2024 Chevrolet Malibu 2LT

Jackson, MN

Fair PriceLimited · 17
$19,30054,389 mi

Market: $18,698 – $24,333

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Jackson, MN

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Jackson, MN

Fair PriceModerate · 28
$19,995101,511 mi

Market: $15,635 – $26,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Jackson, MN

2018 Chevrolet Suburban Premier

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

2018 Chevrolet Suburban Premier

Jackson, MN

UnscoredModerate · 34
$19,995156,485 mi

Comparison: 34 similar vehicles

Jackson, MN

2022 Buick Envision Essence

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

2022 Buick Envision Essence

Jackson, MN

Fair PriceModerate · 22
$20,44195,232 mi

Market: $18,162 – $24,201

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Jackson, MN

2020 Chevrolet Express Cargo Work Van

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

2020 Chevrolet Express Cargo Work Van

Jackson, MN

Fair PriceLimited · 16
$21,30072,911 mi

Market: $13,995 – $26,523

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Jackson, MN

2022 Hyundai Santa Fe SEL

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

2022 Hyundai Santa Fe SEL

Jackson, MN

OverpricedModerate · 20
$21,87260,802 mi

Market: $13,900 – $21,845

Comparison: 20 similar vehicles

Jackson, MN

2018 Chevrolet Colorado Z71

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

2018 Chevrolet Colorado Z71

Jackson, MN

Fair PriceRobust · 55
$22,20483,497 mi

Market: $15,574 – $27,900

Comparison: 55 similar vehicles

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

Jackson, MN

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Jackson, MN

Fair PriceRobust · 139
$22,30049,274 mi

Market: $13,500 – $26,750

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Jackson, MN

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Jackson, MN

UnscoredRobust · 134
$22,300144,190 mi

Comparison: 134 similar vehicles

Jackson, MN

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Jackson, MN

Fair PriceModerate · 45
$22,50042,747 mi

Market: $18,799 – $23,341

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Jackson, MN

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Jackson, MN

UnscoredRobust · 178
$23,675141,002 mi

Comparison: 178 similar vehicles

Jackson, MN

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Jackson, MN

Fair PriceRobust · 458
$23,75260,949 mi

Market: $17,999 – $27,900

Comparison: 458 similar vehicles

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

Jackson, MN

2023 Kia Sorento SX

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

2023 Kia Sorento SX

Jackson, MN

UnscoredInsufficient · 4
$24,77793,999 mi

Comparison: 4 similar vehicles

Jackson, MN

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Jackson, MN

UnscoredInsufficient · 0
$24,99512,584 mi

Jackson, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Jackson, MN

Fair PriceRobust · 146
$26,30057,329 mi

Market: $19,999 – $44,716

Comparison: 146 similar vehicles

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

Jackson, MN

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Jackson, MN

UnscoredLimited · 5
$26,30044,585 mi

Comparison: 5 similar vehicles

Jackson, MN

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Jackson, MN

UnscoredLimited · 5
$26,30040,443 mi

Comparison: 5 similar vehicles

Jackson, MN

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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