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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 21, 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

293 listings found

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

New Rockford, ND

UnscoredInsufficient · 0
$3,995192,785 mi

New Rockford, ND

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Michigan, ND

OverpricedLimited · 10
$5,995152,975 mi

Market: $4,995 – $5,499

Comparison: 10 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Michigan, ND

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Devils Lake, ND

UnscoredInsufficient · 0
$6,991110,235 mi

Devils Lake, ND

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Carrington, ND

UnscoredLimited · 9
$6,99590,220 mi

Comparison: 9 similar vehicles

Carrington, ND

2012 Chevrolet Captiva Sport 2LS

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

2012 Chevrolet Captiva Sport 2LS

Devils Lake, ND

UnscoredInsufficient · 0
$6,99981,083 mi

Devils Lake, 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

Devils Lake, ND

UnscoredInsufficient · 0
$6,999168,784 mi

Devils Lake, ND

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Devils Lake, ND

UnscoredInsufficient · 0
$7,761148,286 mi

Devils Lake, ND

2014 Chevrolet Traverse 2LT

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

2014 Chevrolet Traverse 2LT

Devils Lake, ND

UnscoredLimited · 5
$7,792167,191 mi

Comparison: 5 similar vehicles

Devils Lake, ND

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

New Rockford, ND

UnscoredInsufficient · 0
$7,995129,513 mi

New Rockford, ND

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Devils Lake, ND

UnscoredInsufficient · 0
$9,999208,742 mi

Devils Lake, ND

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Devils Lake, ND

UnscoredModerate · 21
$10,991162,565 mi

Comparison: 21 similar vehicles

Devils Lake, ND

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Devils Lake, ND

UnscoredInsufficient · 3
$10,99993,057 mi

Comparison: 3 similar vehicles

Devils Lake, ND

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Devils Lake, ND

UnscoredInsufficient · 3
$10,999198,730 mi

Comparison: 3 similar vehicles

Devils Lake, ND

2020 Subaru Ascent Limited

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

2020 Subaru Ascent Limited

Devils Lake, ND

UnscoredLimited · 5
$11,096175,065 mi

Comparison: 5 similar vehicles

Devils Lake, ND

2019 Ford Escape SE

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

2019 Ford Escape SE

Michigan, ND

UnscoredLimited · 5
$11,995106,013 mi

Comparison: 5 similar vehicles

Michigan, ND

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Michigan, ND

UnscoredInsufficient · 3
$12,995149,846 mi

Comparison: 3 similar vehicles

Michigan, ND

2017 Chevrolet Tahoe Fleet

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

2017 Chevrolet Tahoe Fleet

Michigan, ND

UnscoredInsufficient · 0
$12,995163,191 mi

Michigan, ND

2015 GMC Yukon Denali

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

2015 GMC Yukon Denali

New Rockford, ND

UnscoredInsufficient · 4
$12,995228,753 mi

Comparison: 4 similar vehicles

New Rockford, ND

2002 Ford Excursion Limited

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

2002 Ford Excursion Limited

Devils Lake, ND

UnscoredInsufficient · 0
$12,999163,332 mi

Devils Lake, ND

2020 Volkswagen Atlas Cross Sport S

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

2020 Volkswagen Atlas Cross Sport S

Devils Lake, ND

UnscoredInsufficient · 0
$14,390104,534 mi

Devils Lake, ND

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Devils Lake, ND

UnscoredModerate · 32
$14,991160,352 mi

Comparison: 32 similar vehicles

Devils Lake, ND

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Michigan, ND

UnscoredInsufficient · 0
$14,99529,850 mi

Michigan, ND

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Devils Lake, ND

UnscoredLimited · 6
$14,999112,340 mi

Comparison: 6 similar vehicles

Devils Lake, ND

2014 Toyota Highlander Limited Platinum

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

2014 Toyota Highlander Limited Platinum

Devils Lake, ND

UnscoredInsufficient · 0
$15,990163,251 mi

Devils Lake, ND

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Devils Lake, ND

UnscoredInsufficient · 3
$16,97476,759 mi

Comparison: 3 similar vehicles

Devils Lake, ND

2019 Chevrolet Equinox Premier

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

2019 Chevrolet Equinox Premier

Devils Lake, ND

Fair PriceModerate · 33
$16,991102,471 mi

Market: $10,899 – $18,291

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Devils Lake, ND

2015 GMC Yukon XL Denali

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

2015 GMC Yukon XL Denali

New Rockford, ND

UnscoredLimited · 11
$16,995139,253 mi

Comparison: 11 similar vehicles

New Rockford, ND

2020 Chevrolet Traverse RS

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

2020 Chevrolet Traverse RS

Devils Lake, ND

UnscoredInsufficient · 3
$17,066152,382 mi

Comparison: 3 similar vehicles

Devils Lake, ND

2021 GMC Terrain SLT

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

2021 GMC Terrain SLT

Devils Lake, ND

UnscoredInsufficient · 0
$17,59296,496 mi

Devils Lake, ND

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Devils Lake, ND

UnscoredInsufficient · 0
$18,18435,093 mi

Devils Lake, ND

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Devils Lake, ND

Fair PriceLimited · 14
$18,94085,298 mi

Market: $17,295 – $19,990

Comparison: 14 similar vehicles

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

Devils Lake, ND

2022 Ford Escape SE

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

2022 Ford Escape SE

Michigan, ND

UnscoredInsufficient · 0
$18,99140,377 mi

Michigan, ND

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

Michigan, ND

Great DealLimited · 10
$18,995103,958 mi

Market: $21,595 – $25,222

Comparison: 10 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 28 days listed (based on current market benchmarks)

Michigan, ND

2017 Lincoln Navigator Select

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

2017 Lincoln Navigator Select

Carrington, ND

UnscoredInsufficient · 0
$18,995118,890 mi

Carrington, ND

2019 Dodge Durango GT Plus

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

2019 Dodge Durango GT Plus

Devils Lake, ND

UnscoredLimited · 6
$19,39084,873 mi

Comparison: 6 similar vehicles

Devils Lake, ND

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Devils Lake, ND

Fair PriceLimited · 18
$19,69364,593 mi

Market: $11,899 – $19,875

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Devils Lake, ND

2023 Ford Bronco Sport Base

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

2023 Ford Bronco Sport Base

Michigan, ND

UnscoredInsufficient · 3
$19,99598,852 mi

Comparison: 3 similar vehicles

Michigan, ND

2021 Ford Escape SE

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

2021 Ford Escape SE

Michigan, ND

UnscoredInsufficient · 0
$19,99539,557 mi

Michigan, ND

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Michigan, ND

UnscoredInsufficient · 4
$19,99583,742 mi

Comparison: 4 similar vehicles

Michigan, ND

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Michigan, ND

Fair PriceLimited · 11
$19,995119,263 mi

Market: $16,399 – $19,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Michigan, ND

2013 Jeep Grand Cherokee SRT8

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

2013 Jeep Grand Cherokee SRT8

Michigan, ND

UnscoredInsufficient · 0
$19,995124,317 mi

Michigan, ND

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Devils Lake, ND

UnscoredLimited · 10
$20,710144,616 mi

Comparison: 10 similar vehicles

Devils Lake, ND

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Carrington, ND

UnscoredInsufficient · 0
$20,99591,477 mi

Carrington, ND

2019 Jeep Cherokee Overland

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

2019 Jeep Cherokee Overland

Carrington, ND

UnscoredInsufficient · 4
$20,995127,544 mi

Comparison: 4 similar vehicles

Carrington, ND

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Devils Lake, ND

UnscoredInsufficient · 3
$20,99973,398 mi

Comparison: 3 similar vehicles

Devils Lake, ND

2024 Ford Escape Active

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

2024 Ford Escape Active

Devils Lake, ND

UnscoredInsufficient · 0
$21,27064,001 mi

Devils Lake, ND

2021 Buick Envision Essence

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

2021 Buick Envision Essence

Michigan, ND

UnscoredInsufficient · 4
$21,99479,365 mi

Comparison: 4 similar vehicles

Michigan, ND

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

New Rockford, ND

Fair PriceModerate · 26
$21,99596,503 mi

Market: $18,833 – $24,399

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

New Rockford, ND

2020 Chevrolet Blazer RS

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

2020 Chevrolet Blazer RS

Michigan, ND

Fair PriceLimited · 11
$21,99596,141 mi

Market: $18,992 – $27,980

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Michigan, ND

2020 Mercedes-Benz GLC GLC300

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

2020 Mercedes-Benz GLC GLC300

Carrington, ND

UnscoredInsufficient · 0
$21,99567,431 mi

Carrington, ND

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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