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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

196 listings found

2008 Nissan Altima SE

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

2008 Nissan Altima SE

Fargo, ND

UnscoredInsufficient · 0
$2,997191,186 mi

Fargo, ND

2008 Nissan Xterra S

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

2008 Nissan Xterra S

Fargo, ND

UnscoredInsufficient · 0
$3,688240,725 mi

Fargo, ND

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Fargo, ND

UnscoredInsufficient · 0
$4,187173,632 mi

Fargo, ND

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Fargo, ND

UnscoredInsufficient · 0
$4,297135,074 mi

Fargo, ND

2009 Nissan Titan XE

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

2009 Nissan Titan XE

Fargo, ND

UnscoredInsufficient · 0
$4,497166,144 mi

Fargo, ND

2008 Nissan Rogue SL

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

2008 Nissan Rogue SL

Fargo, ND

UnscoredInsufficient · 0
$4,929145,160 mi

Fargo, ND

2005 Nissan Titan XE

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

2005 Nissan Titan XE

Fargo, ND

UnscoredInsufficient · 0
$5,296306,127 mi

Fargo, ND

2009 Nissan Sentra S

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

2009 Nissan Sentra S

Fargo, ND

UnscoredInsufficient · 0
$5,536122,342 mi

Fargo, ND

2014 Nissan Pathfinder Platinum

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

2014 Nissan Pathfinder Platinum

Fargo, ND

UnscoredInsufficient · 0
$6,298147,512 mi

Fargo, ND

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Fargo, ND

UnscoredInsufficient · 0
$6,399162,357 mi

Fargo, ND

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Fargo, ND

UnscoredInsufficient · 0
$6,521111,724 mi

Fargo, ND

2014 Nissan Altima S

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

2014 Nissan Altima S

Fargo, ND

UnscoredInsufficient · 0
$6,618271,342 mi

Fargo, ND

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Fargo, ND

UnscoredInsufficient · 4
$6,651132,611 mi

Comparison: 4 similar vehicles

Fargo, ND

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Fargo, ND

UnscoredInsufficient · 0
$6,995119,468 mi

Fargo, ND

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Fargo, ND

Unscored
$7,189174,714 mi

Comparison: 9 similar vehicles

Fargo, ND

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Fargo, ND

UnscoredInsufficient · 0
$8,024112,636 mi

Fargo, ND

2017 Nissan Altima SL

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

2017 Nissan Altima SL

Fargo, ND

UnscoredInsufficient · 0
$8,799132,806 mi

Fargo, ND

2010 Nissan Titan LE

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

2010 Nissan Titan LE

Fargo, ND

UnscoredInsufficient · 0
$8,799186,498 mi

Fargo, ND

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Fargo, ND

Unscored
$8,847149,214 mi

Comparison: 5 similar vehicles

Fargo, ND

2013 Nissan Quest SV

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

2013 Nissan Quest SV

Fargo, ND

UnscoredInsufficient · 0
$8,84799,128 mi

Fargo, ND

2019 Nissan Versa Sedan S Plus

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

2019 Nissan Versa Sedan S Plus

Fargo, ND

UnscoredInsufficient · 0
$9,28963,354 mi

Fargo, ND

2018 Nissan Versa Sedan SV

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

2018 Nissan Versa Sedan SV

Fargo, ND

UnscoredInsufficient · 0
$9,68677,249 mi

Fargo, ND

2021 Nissan Sentra SV

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

2021 Nissan Sentra SV

Fargo, ND

UnscoredInsufficient · 0
$9,995116,851 mi

Fargo, ND

2019 Nissan Kicks SV

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

2019 Nissan Kicks SV

Fargo, ND

UnscoredInsufficient · 0
$10,00096,274 mi

Fargo, ND

2007 Nissan Frontier SE

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

2007 Nissan Frontier SE

Fargo, ND

UnscoredInsufficient · 0
$10,29974,979 mi

Fargo, ND

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Fargo, ND

Unscored
$11,09891,619 mi

Comparison: 5 similar vehicles

Fargo, ND

2020 Nissan Altima S

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

2020 Nissan Altima S

Fargo, ND

UnscoredInsufficient · 0
$11,299146,169 mi

Fargo, ND

2017 Nissan Armada Platinum

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

2017 Nissan Armada Platinum

Fargo, ND

UnscoredInsufficient · 4
$11,299161,149 mi

Comparison: 4 similar vehicles

Fargo, ND

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Fargo, ND

UnscoredInsufficient · 0
$11,371111,603 mi

Fargo, ND

2022 Nissan Rogue Sport SV

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

2022 Nissan Rogue Sport SV

Fargo, ND

UnscoredInsufficient · 0
$11,521161,126 mi

Fargo, ND

2016 Nissan Murano SV

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

2016 Nissan Murano SV

Fargo, ND

UnscoredInsufficient · 4
$11,99993,006 mi

Comparison: 4 similar vehicles

Fargo, ND

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Fargo, ND

UnscoredInsufficient · 0
$12,00028,940 mi

Fargo, ND

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Fargo, ND

UnscoredInsufficient · 4
$12,028125,645 mi

Comparison: 4 similar vehicles

Fargo, ND

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Fargo, ND

UnscoredInsufficient · 0
$13,000105,500 mi

Fargo, ND

2018 Nissan Pathfinder SV

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

2018 Nissan Pathfinder SV

Fargo, ND

Unscored
$13,09789,222 mi

Comparison: 5 similar vehicles

Fargo, ND

2020 Nissan Pathfinder SV

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

2020 Nissan Pathfinder SV

Fargo, ND

UnscoredInsufficient · 0
$13,74997,164 mi

Fargo, ND

2020 Nissan Rogue S

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

2020 Nissan Rogue S

Fargo, ND

UnscoredInsufficient · 0
$14,69580,856 mi

Fargo, ND

2016 Nissan Murano SV

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

2016 Nissan Murano SV

Fargo, ND

UnscoredInsufficient · 0
$14,85670,890 mi

Fargo, ND

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Fargo, ND

UnscoredInsufficient · 3
$15,16775,736 mi

Comparison: 3 similar vehicles

Fargo, ND

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Fargo, ND

Unscored
$15,309108,177 mi

Comparison: 8 similar vehicles

Fargo, ND

2019 Nissan Murano SV

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

2019 Nissan Murano SV

Fargo, ND

Unscored
$15,48286,661 mi

Comparison: 5 similar vehicles

Fargo, ND

2019 Nissan Altima SR

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

2019 Nissan Altima SR

Fargo, ND

UnscoredInsufficient · 0
$15,59871,401 mi

Fargo, ND

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Fargo, ND

Unscored
$15,899121,815 mi

Comparison: 5 similar vehicles

Fargo, ND

2017 Nissan Murano Platinum

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

2017 Nissan Murano Platinum

Fargo, ND

UnscoredInsufficient · 0
$15,92094,591 mi

Fargo, ND

2019 Nissan Pathfinder SL

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

2019 Nissan Pathfinder SL

Fargo, ND

UnscoredInsufficient · 0
$16,42980,756 mi

Fargo, ND

2018 Nissan Armada SL

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

2018 Nissan Armada SL

Fargo, ND

UnscoredInsufficient · 0
$16,498103,940 mi

Fargo, ND

2021 Nissan Kicks SV

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

2021 Nissan Kicks SV

Fargo, ND

UnscoredInsufficient · 0
$16,69545,774 mi

Fargo, ND

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Fargo, ND

UnscoredInsufficient · 0
$16,69951,049 mi

Fargo, ND

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Fargo, ND

UnscoredInsufficient · 4
$16,79973,634 mi

Comparison: 4 similar vehicles

Fargo, ND

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Fargo, ND

Unscored
$17,055107,766 mi

Comparison: 16 similar vehicles

Fargo, 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.
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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