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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

610 listings found

2003 Lexus RX 300

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

2003 Lexus RX 300

Minot, ND

UnscoredInsufficient · 0
$4,699170,024 mi

Minot, ND

2010 Cadillac SRX Premium Collection

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

2010 Cadillac SRX Premium Collection

Minot, ND

UnscoredInsufficient · 0
$5,995229,825 mi

Minot, ND

2013 Ford Escape SE

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

2013 Ford Escape SE

Minot, ND

UnscoredInsufficient · 0
$8,289146,176 mi

Minot, ND

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Minot, ND

UnscoredInsufficient · 0
$8,500114,200 mi

Minot, ND

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Minot, ND

UnscoredInsufficient · 0
$8,834135,841 mi

Minot, ND

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Minot, ND

UnscoredInsufficient · 4
$9,289112,527 mi

Comparison: 4 similar vehicles

Minot, ND

2018 Nissan Armada SL

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

2018 Nissan Armada SL

Minot, ND

UnscoredInsufficient · 0
$9,599209,837 mi

Minot, ND

2012 Chevrolet Captiva Sport LTZ

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

2012 Chevrolet Captiva Sport LTZ

Minot, ND

UnscoredInsufficient · 0
$9,79984,186 mi

Minot, ND

2016 Nissan Murano Platinum

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

2016 Nissan Murano Platinum

Mohall, ND

UnscoredInsufficient · 0
$9,995160,797 mi

Mohall, ND

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Minot, ND

UnscoredInsufficient · 0
$9,999115,861 mi

Minot, ND

2015 Dodge Durango SXT Plus

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

2015 Dodge Durango SXT Plus

Minot, ND

UnscoredInsufficient · 0
$10,289159,215 mi

Minot, ND

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Minot, ND

UnscoredInsufficient · 0
$11,19765,856 mi

Minot, ND

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Minot, ND

UnscoredInsufficient · 0
$11,50042,733 mi

Minot, ND

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Minot, ND

UnscoredInsufficient · 0
$11,699150,846 mi

Minot, ND

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

Mohall, ND

UnscoredInsufficient · 0
$11,995222,344 mi

Mohall, ND

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Minot, ND

UnscoredLimited · 7
$12,297119,257 mi

Comparison: 7 similar vehicles

Minot, ND

2022 Ford Escape SE

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

2022 Ford Escape SE

Minot, ND

UnscoredInsufficient · 3
$12,50080,986 mi

Comparison: 3 similar vehicles

Minot, ND

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

Minot, ND

UnscoredInsufficient · 0
$12,80022,901 mi

Minot, ND

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Minot, ND

UnscoredInsufficient · 0
$12,94989,421 mi

Minot, ND

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Minot, ND

UnscoredLimited · 9
$14,00080,084 mi

Comparison: 9 similar vehicles

Minot, ND

2021 Chevrolet Trailblazer LT

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

2021 Chevrolet Trailblazer LT

Minot, ND

UnscoredInsufficient · 0
$14,00068,136 mi

Minot, ND

2019 Jeep Renegade Altitude Package

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

2019 Jeep Renegade Altitude Package

Minot, ND

UnscoredInsufficient · 0
$14,00066,296 mi

Minot, ND

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Minot, ND

UnscoredInsufficient · 0
$14,289100,960 mi

Minot, ND

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Minot, ND

UnscoredInsufficient · 0
$14,29997,819 mi

Minot, ND

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Garrison, ND

UnscoredInsufficient · 3
$14,49591,000 mi

Comparison: 3 similar vehicles

Garrison, ND

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Minot, ND

UnscoredInsufficient · 0
$14,585106,003 mi

Minot, ND

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Minot, ND

UnscoredInsufficient · 0
$15,00062,863 mi

Minot, ND

2016 Jeep Cherokee Trailhawk

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

2016 Jeep Cherokee Trailhawk

Minot, ND

UnscoredInsufficient · 0
$15,29195,812 mi

Minot, ND

2019 Dodge Durango GT

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

2019 Dodge Durango GT

Minot, ND

UnscoredInsufficient · 0
$15,350135,169 mi

Minot, ND

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

Minot, ND

UnscoredInsufficient · 0
$15,60065,560 mi

Minot, ND

2022 Jeep Renegade Altitude

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

2022 Jeep Renegade Altitude

Minot, ND

UnscoredInsufficient · 0
$15,99549,200 mi

Minot, ND

2020 Ford Expedition Limited

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

2020 Ford Expedition Limited

Minot, ND

UnscoredLimited · 10
$15,995160,881 mi

Comparison: 10 similar vehicles

Minot, ND

2019 Jeep Grand Cherokee Trailhawk

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

2019 Jeep Grand Cherokee Trailhawk

Minot, ND

UnscoredInsufficient · 0
$15,995106,219 mi

Minot, ND

2021 Chevrolet Traverse Premier

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

2021 Chevrolet Traverse Premier

Minot, ND

UnscoredInsufficient · 0
$16,289165,100 mi

Minot, ND

2016 Honda CR-V EX-L

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

2016 Honda CR-V EX-L

Minot, ND

UnscoredLimited · 7
$16,291130,215 mi

Comparison: 7 similar vehicles

Minot, ND

2015 Chevrolet Tahoe LT

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

2015 Chevrolet Tahoe LT

Minot, ND

UnscoredInsufficient · 0
$16,499129,258 mi

Minot, ND

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Minot, ND

UnscoredLimited · 11
$16,50046,295 mi

Comparison: 11 similar vehicles

Minot, ND

2021 Buick Enclave Essence

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

2021 Buick Enclave Essence

Minot, ND

UnscoredInsufficient · 4
$16,50084,917 mi

Comparison: 4 similar vehicles

Minot, ND

2020 Chevrolet Traverse 1LT

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

2020 Chevrolet Traverse 1LT

Minot, ND

UnscoredInsufficient · 0
$16,50067,939 mi

Minot, ND

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Minot, ND

UnscoredInsufficient · 0
$16,549113,782 mi

Minot, ND

2020 Jeep Renegade Sport

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

2020 Jeep Renegade Sport

Minot, ND

UnscoredInsufficient · 0
$16,77941,052 mi

Minot, ND

2021 Buick Enclave Essence

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

2021 Buick Enclave Essence

Minot, ND

UnscoredInsufficient · 4
$16,995102,511 mi

Comparison: 4 similar vehicles

Minot, ND

2019 Mazda CX-5 Grand Touring

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

2019 Mazda CX-5 Grand Touring

Minot, ND

UnscoredInsufficient · 0
$16,995139,358 mi

Minot, ND

2018 GMC Acadia Denali

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

2018 GMC Acadia Denali

Minot, ND

UnscoredInsufficient · 3
$17,00084,891 mi

Comparison: 3 similar vehicles

Minot, ND

2022 Ford Escape SE

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

2022 Ford Escape SE

Minot, ND

UnscoredInsufficient · 3
$17,28988,107 mi

Comparison: 3 similar vehicles

Minot, ND

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Garrison, ND

UnscoredLimited · 5
$17,49575,000 mi

Comparison: 5 similar vehicles

Garrison, ND

2021 Subaru Crosstrek Limited

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

2021 Subaru Crosstrek Limited

Minot, ND

UnscoredInsufficient · 0
$17,791127,870 mi

Minot, ND

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Minot, ND

UnscoredInsufficient · 0
$18,00041,809 mi

Minot, ND

2021 Buick Enclave Premium

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

2021 Buick Enclave Premium

Minot, ND

UnscoredLimited · 6
$18,00087,591 mi

Comparison: 6 similar vehicles

Minot, ND

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Minot, ND

UnscoredInsufficient · 0
$18,00051,590 mi

Minot, ND

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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