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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 10, 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

139 listings found

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Mora, MN

UnscoredInsufficient · 0
$3,995226,946 mi

Mora, MN

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Mora, MN

Unscored
$4,799248,543 mi

Comparison: 14 similar vehicles

Mora, MN

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Mora, MN

Unscored
$4,995289,012 mi

Comparison: 10 similar vehicles

Mora, MN

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Mora, MN

UnscoredInsufficient · 4
$5,908189,811 mi

Comparison: 4 similar vehicles

Mora, MN

2014 RAM 1500 SLT

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

2014 RAM 1500 SLT

Mora, MN

UnscoredInsufficient · 0
$6,995252,500 mi

Mora, MN

1994 Chevrolet GMT400

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

1994 Chevrolet GMT400

Mora, MN

UnscoredInsufficient · 0
$6,995136,477 mi

Mora, MN

2012 Chevrolet Tahoe Fleet

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

2012 Chevrolet Tahoe Fleet

Mora, MN

UnscoredInsufficient · 0
$8,995193,717 mi

Mora, MN

2018 Jeep Compass Sun & Wheel

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

2018 Jeep Compass Sun & Wheel

Mora, MN

UnscoredInsufficient · 0
$9,695139,078 mi

Mora, MN

2006 Chevrolet C5500

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

2006 Chevrolet C5500

Mora, MN

UnscoredInsufficient · 0
$9,900287,115 mi

Mora, MN

2000 Ford Mustang GT

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

2000 Ford Mustang GT

Mora, MN

UnscoredInsufficient · 0
$9,90092,167 mi

Mora, MN

2015 Chevrolet Silverado 2500HD LT

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

2015 Chevrolet Silverado 2500HD LT

Mora, MN

Unscored
$10,900264,957 mi

Comparison: 12 similar vehicles

Mora, MN

2013 Ford F-550

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

2013 Ford F-550

Mora, MN

UnscoredInsufficient · 0
$10,900194,961 mi

Mora, MN

2012 Ford F-250 Super Duty XL

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

2012 Ford F-250 Super Duty XL

Mora, MN

UnscoredInsufficient · 0
$11,500158,082 mi

Mora, MN

2015 Ford F-350 Super Duty XL

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

2015 Ford F-350 Super Duty XL

Mora, MN

Unscored
$11,900210,657 mi

Comparison: 9 similar vehicles

Mora, MN

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Mora, MN

UnscoredInsufficient · 0
$11,900185,360 mi

Mora, MN

2017 RAM 2500 ST

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

2017 RAM 2500 ST

Mora, MN

UnscoredInsufficient · 0
$12,900122,346 mi

Mora, MN

2013 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2013 Chevrolet Silverado 3500 Chassis Cab Work Truck

Mora, MN

UnscoredInsufficient · 0
$12,900201,213 mi

Mora, MN

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Mora, MN

OverpricedLimited · 16
$13,34696,933 mi

Market: $3,999 – $12,310

Comparison: 16 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Mora, MN

2020 Jeep Cherokee Latitude

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

2020 Jeep Cherokee Latitude

Mora, MN

Unscored
$13,900156,210 mi

Comparison: 7 similar vehicles

Mora, MN

2018 RAM 1500 Pickup Express

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

2018 RAM 1500 Pickup Express

Mora, MN

Fair PriceModerate · 24
$14,025Mileage not verified

Market: $13,999 – $23,345

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 679 days listed (based on current market benchmarks)

Mora, MN

2016 RAM 1500 Pickup Laramie

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

2016 RAM 1500 Pickup Laramie

Mora, MN

Unscored
$14,900181,154 mi

Comparison: 7 similar vehicles

Mora, MN

2014 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2014 Chevrolet Silverado 3500 Chassis Cab Work Truck

Mora, MN

UnscoredInsufficient · 0
$14,900108,324 mi

Mora, MN

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Mora, MN

Unscored
$14,999159,029 mi

Comparison: 11 similar vehicles

Mora, MN

2019 RAM 1500 Classic Express

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

2019 RAM 1500 Classic Express

Mora, MN

UnscoredInsufficient · 3
$15,025Mileage not verified

Comparison: 3 similar vehicles

Mora, MN

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Mora, MN

Fair PriceRobust · 51
$15,324102,488 mi

Market: $11,997 – $17,800

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Mora, MN

2017 Nissan Pathfinder Platinum

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

2017 Nissan Pathfinder Platinum

Mora, MN

Unscored
$16,34674,992 mi

Comparison: 9 similar vehicles

Mora, MN

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

Mora, MN

Unscored
$16,900176,844 mi

Comparison: 51 similar vehicles

Mora, MN

2015 Chevrolet Silverado 3500HD Work Truck

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

2015 Chevrolet Silverado 3500HD Work Truck

Mora, MN

UnscoredInsufficient · 3
$16,900212,936 mi

Comparison: 3 similar vehicles

Mora, MN

2016 Nissan Murano Platinum

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

2016 Nissan Murano Platinum

Mora, MN

Unscored
$17,29965,492 mi

Comparison: 7 similar vehicles

Mora, MN

2011 RAM 3500 Chassis Cab SLT

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

2011 RAM 3500 Chassis Cab SLT

Mora, MN

UnscoredInsufficient · 0
$17,900227,685 mi

Mora, MN

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

Mora, MN

Unscored
$18,02585,000 mi

Comparison: 7 similar vehicles

Mora, MN

2024 Chevrolet Equinox 1FL

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

2024 Chevrolet Equinox 1FL

Mora, MN

UnscoredInsufficient · 0
$18,09984,423 mi

Mora, MN

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Mora, MN

OverpricedLimited · 16
$18,19468,354 mi

Market: $9,000 – $16,999

Comparison: 16 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Mora, MN

2006 Sterling L

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

2006 Sterling L

Mora, MN

UnscoredInsufficient · 0
$18,900207,506 mi

Mora, MN

2020 Ford Escape SE

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

2020 Ford Escape SE

Mora, MN

Fair PriceLimited · 15
$19,19154,428 mi

Market: $16,849 – $19,697

Comparison: 15 similar vehicles

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

Mora, MN

2021 Ford Escape SE

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

2021 Ford Escape SE

Mora, MN

Unscored
$19,29152,160 mi

Comparison: 8 similar vehicles

Mora, MN

2023 Hyundai Kona SEL

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

2023 Hyundai Kona SEL

Mora, MN

UnscoredInsufficient · 0
$19,34043,565 mi

Mora, MN

2025 Chevrolet Malibu 1FL

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

2025 Chevrolet Malibu 1FL

Mora, MN

UnscoredInsufficient · 3
$19,34169,290 mi

Comparison: 3 similar vehicles

Mora, MN

2012 Ford F-550

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

2012 Ford F-550

Mora, MN

UnscoredInsufficient · 0
$19,500243,041 mi

Mora, MN

2022 Chevrolet Colorado Work Truck

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

2022 Chevrolet Colorado Work Truck

Mora, MN

UnscoredInsufficient · 0
$19,609105,429 mi

Mora, MN

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Mora, MN

UnscoredInsufficient · 4
$19,69685,443 mi

Comparison: 4 similar vehicles

Mora, MN

2018 GMC Terrain SLT

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

2018 GMC Terrain SLT

Mora, MN

UnscoredInsufficient · 0
$20,34555,078 mi

Mora, MN

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Mora, MN

Fair PriceRobust · 100
$20,985109,643 mi

Market: $17,240 – $30,850

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Mora, MN

2019 Cadillac XT5 Luxury

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

2019 Cadillac XT5 Luxury

Mora, MN

OverpricedLimited · 14
$21,32166,169 mi

Market: $17,349 – $20,974

Comparison: 14 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Mora, MN

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Mora, MN

Fair PriceModerate · 31
$21,32947,968 mi

Market: $19,549 – $24,348

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 200 days listed (based on current market benchmarks)

Mora, MN

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Mora, MN

Unscored
$21,34451,240 mi

Comparison: 8 similar vehicles

Mora, MN

2021 Chevrolet Tahoe LS

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

2021 Chevrolet Tahoe LS

Mora, MN

Unscored
$21,900168,561 mi

Comparison: 13 similar vehicles

Mora, MN

2023 Mitsubishi Outlander Plug-In Hybrid SE

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

2023 Mitsubishi Outlander Plug-In Hybrid SE

Mora, MN

Unscored
$21,94173,717 mi

Comparison: 6 similar vehicles

Mora, MN

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Mora, MN

UnscoredInsufficient · 0
$22,11025,085 mi

Mora, MN

2023 Jeep Renegade Trailhawk

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

2023 Jeep Renegade Trailhawk

Mora, MN

UnscoredInsufficient · 4
$22,11230,901 mi

Comparison: 4 similar vehicles

Mora, 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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