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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

58 listings found

2016 Nissan Frontier SV

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

2016 Nissan Frontier SV

Olean, NY

UnscoredRobust · 74
$10,500178,541 mi

Comparison: 74 similar vehicles

Olean, NY

2020 Nissan Sentra S

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

2020 Nissan Sentra S

Olean, NY

Fair PriceLimited · 16
$12,90079,493 mi

Market: $9,500 – $14,196

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Olean, NY

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Olean, NY

Fair PriceModerate · 47
$15,17557,721 mi

Market: $14,679 – $19,274

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Olean, NY

2025 Nissan Versa Sedan S

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

2025 Nissan Versa Sedan S

Olean, NY

UnscoredInsufficient · 0
$15,47533,463 mi

Olean, NY

2025 Nissan Versa Sedan S

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

2025 Nissan Versa Sedan S

Olean, NY

UnscoredInsufficient · 3
$15,67529,556 mi

Comparison: 3 similar vehicles

Olean, NY

2025 Nissan Versa Sedan S

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

2025 Nissan Versa Sedan S

Olean, NY

UnscoredInsufficient · 3
$15,87529,720 mi

Comparison: 3 similar vehicles

Olean, NY

2024 Nissan Kicks SV

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

2024 Nissan Kicks SV

Olean, NY

UnscoredInsufficient · 3
$16,00552,226 mi

Comparison: 3 similar vehicles

Olean, NY

2024 Nissan Kicks SV

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

2024 Nissan Kicks SV

Olean, NY

UnscoredInsufficient · 3
$16,06050,841 mi

Comparison: 3 similar vehicles

Olean, NY

2024 Nissan Kicks SV

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

2024 Nissan Kicks SV

Olean, NY

UnscoredLimited · 5
$16,17547,693 mi

Comparison: 5 similar vehicles

Olean, NY

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Olean, NY

Fair PriceRobust · 134
$16,35057,957 mi

Market: $13,795 – $23,595

Comparison: 134 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Olean, NY

2025 Nissan Versa Sedan SR

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

2025 Nissan Versa Sedan SR

Olean, NY

UnscoredLimited · 7
$17,07532,373 mi

Comparison: 7 similar vehicles

Olean, NY

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Olean, NY

Fair PriceLimited · 16
$17,07558,347 mi

Market: $16,380 – $19,175

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Olean, NY

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Olean, NY

UnscoredModerate · 30
$17,52530,726 mi

Comparison: 30 similar vehicles

Olean, NY

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Olean, NY

UnscoredLimited · 9
$17,59029,211 mi

Comparison: 9 similar vehicles

Olean, NY

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Olean, NY

UnscoredLimited · 9
$17,66527,096 mi

Comparison: 9 similar vehicles

Olean, NY

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Olean, NY

UnscoredLimited · 9
$17,78527,189 mi

Comparison: 9 similar vehicles

Olean, NY

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Olean, NY

UnscoredRobust · 71
$17,87552,520 mi

Comparison: 71 similar vehicles

Olean, NY

2025 Nissan Kicks S

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

2025 Nissan Kicks S

Olean, NY

Fair PriceLimited · 14
$17,87535,460 mi

Market: $17,023 – $19,189

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Olean, NY

2025 Nissan Sentra S

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

2025 Nissan Sentra S

Olean, NY

UnscoredInsufficient · 3
$17,95028,684 mi

Comparison: 3 similar vehicles

Olean, NY

2025 Nissan Kicks S AWD

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

2025 Nissan Kicks S AWD

Olean, NY

UnscoredInsufficient · 0
$18,17533,665 mi

Olean, NY

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Olean, NY

Fair PriceRobust · 336
$18,50074,742 mi

Market: $11,840 – $22,400

Comparison: 336 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Olean, NY

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Olean, NY

Fair PriceRobust · 52
$18,67530,424 mi

Market: $18,047 – $24,925

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Olean, NY

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Olean, NY

Fair PriceModerate · 22
$18,67540,809 mi

Market: $15,995 – $22,812

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Olean, NY

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Olean, NY

Fair PriceRobust · 101
$18,90080,766 mi

Market: $16,670 – $25,488

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Olean, NY

2020 Nissan Rogue SL

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

2020 Nissan Rogue SL

Olean, NY

Fair PriceModerate · 33
$18,90080,399 mi

Market: $14,485 – $19,995

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Olean, NY

2025 Nissan Sentra S

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

2025 Nissan Sentra S

Olean, NY

UnscoredInsufficient · 3
$18,97028,173 mi

Comparison: 3 similar vehicles

Olean, NY

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Olean, NY

Fair PriceRobust · 52
$19,17530,108 mi

Market: $17,175 – $21,888

Comparison: 52 similar vehicles

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

Olean, NY

2022 Nissan Murano S

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

2022 Nissan Murano S

Olean, NY

UnscoredInsufficient · 0
$19,52562,842 mi

Olean, NY

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Olean, NY

Fair PriceLimited · 10
$19,57528,023 mi

Market: $19,174 – $21,600

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Olean, NY

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Olean, NY

Fair PriceRobust · 82
$20,07525,913 mi

Market: $16,675 – $22,485

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Olean, NY

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Olean, NY

Fair PriceRobust · 64
$20,17058,743 mi

Market: $18,900 – $23,499

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

Fair PriceRobust · 238
$21,17541,410 mi

Market: $17,847 – $23,670

Comparison: 238 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Olean, NY

2023 Nissan Maxima SV

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

2023 Nissan Maxima SV

Olean, NY

UnscoredInsufficient · 0
$21,40054,438 mi

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

Fair PriceModerate · 26
$21,57534,331 mi

Market: $20,174 – $23,694

Comparison: 26 similar vehicles

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

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

Fair PriceModerate · 26
$21,73532,589 mi

Market: $20,174 – $23,694

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

Fair PriceModerate · 26
$21,82531,150 mi

Market: $20,174 – $23,694

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

Fair PriceModerate · 26
$21,87535,741 mi

Market: $20,174 – $23,694

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

Fair PriceLimited · 19
$22,34027,898 mi

Market: $20,174 – $23,500

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

Fair PriceLimited · 19
$22,50021,775 mi

Market: $20,174 – $23,500

Comparison: 19 similar vehicles

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

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

UnscoredLimited · 6
$22,80518,374 mi

Comparison: 6 similar vehicles

Olean, NY

2023 Nissan Murano SL

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

2023 Nissan Murano SL

Olean, NY

Great DealLimited · 17
$23,31535,878 mi

Market: $24,267 – $26,490

Comparison: 17 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 190 days listed (based on current market benchmarks)

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

UnscoredLimited · 6
$23,40014,297 mi

Comparison: 6 similar vehicles

Olean, NY

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Olean, NY

UnscoredLimited · 6
$23,77510,753 mi

Comparison: 6 similar vehicles

Olean, NY

2024 Nissan Murano SV

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

2024 Nissan Murano SV

Olean, NY

UnscoredLimited · 5
$25,17532,733 mi

Comparison: 5 similar vehicles

Olean, NY

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Olean, NY

OverpricedModerate · 42
$25,90024,422 mi

Market: $20,213 – $25,880

Comparison: 42 similar vehicles

Olean, NY

2024 Nissan Pathfinder S

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

2024 Nissan Pathfinder S

Olean, NY

UnscoredLimited · 8
$27,00022,482 mi

Comparison: 8 similar vehicles

Olean, NY

2025 Nissan Pathfinder SV

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

2025 Nissan Pathfinder SV

Olean, NY

UnscoredLimited · 9
$28,62522,783 mi

Comparison: 9 similar vehicles

Olean, NY

2024 Nissan Frontier S

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

2024 Nissan Frontier S

Olean, NY

UnscoredInsufficient · 0
$28,97525,937 mi

Olean, NY

2025 Nissan Pathfinder SV

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

2025 Nissan Pathfinder SV

Olean, NY

Fair PriceLimited · 10
$29,40015,218 mi

Market: $29,390 – $34,174

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Olean, NY

2024 Nissan Frontier S

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

2024 Nissan Frontier S

Olean, NY

OverpricedLimited · 10
$29,89517,925 mi

Market: $29,390 – $29,599

Comparison: 10 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Olean, NY

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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