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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

73 listings found

2015 Nissan Versa Note SV

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

2015 Nissan Versa Note SV

Liberty Lake, WA

UnscoredInsufficient · 0
$4,651136,263 mi

Liberty Lake, WA

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Liberty Lake, WA

UnscoredInsufficient · 0
$9,138108,319 mi

Liberty Lake, WA

2019 Nissan Kicks SV

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

2019 Nissan Kicks SV

Liberty Lake, WA

UnscoredInsufficient · 0
$9,19793,176 mi

Liberty Lake, WA

2020 Nissan Maxima SV

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

2020 Nissan Maxima SV

Liberty Lake, WA

UnscoredInsufficient · 0
$12,195131,005 mi

Liberty Lake, WA

2020 Nissan Altima S

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

2020 Nissan Altima S

Liberty Lake, WA

UnscoredLimited · 5
$12,90195,399 mi

Comparison: 5 similar vehicles

Liberty Lake, WA

2017 Nissan Murano SL

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

2017 Nissan Murano SL

Liberty Lake, WA

UnscoredInsufficient · 0
$13,140115,305 mi

Liberty Lake, WA

2020 Nissan Murano SV

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

2020 Nissan Murano SV

Liberty Lake, WA

UnscoredInsufficient · 3
$13,24098,973 mi

Comparison: 3 similar vehicles

Liberty Lake, WA

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

Liberty Lake, WA

UnscoredInsufficient · 0
$14,59855,232 mi

Liberty Lake, WA

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

Liberty Lake, WA

UnscoredInsufficient · 0
$16,46126,717 mi

Liberty Lake, WA

2023 Nissan Kicks S

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

2023 Nissan Kicks S

Liberty Lake, WA

UnscoredInsufficient · 0
$17,07927,718 mi

Liberty Lake, WA

2022 Nissan LEAF S Plus

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

2022 Nissan LEAF S Plus

Liberty Lake, WA

UnscoredInsufficient · 0
$17,23827,550 mi

Liberty Lake, WA

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Liberty Lake, WA

UnscoredInsufficient · 0
$18,13324,217 mi

Liberty Lake, WA

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Liberty Lake, WA

Fair PriceModerate · 40
$18,59859,126 mi

Market: $17,138 – $19,698

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Liberty Lake, WA

2014 Nissan Titan S

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

2014 Nissan Titan S

Liberty Lake, WA

UnscoredInsufficient · 0
$18,695112,253 mi

Liberty Lake, WA

2020 Nissan Rogue SL

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

2020 Nissan Rogue SL

Liberty Lake, WA

UnscoredInsufficient · 0
$18,90160,248 mi

Liberty Lake, WA

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Liberty Lake, WA

Fair PriceLimited · 10
$19,4014,063 mi

Market: $19,961 – $27,999

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 38 days listed (based on current market benchmarks)

Liberty Lake, WA

2023 Nissan Kicks SV

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

2023 Nissan Kicks SV

Liberty Lake, WA

UnscoredInsufficient · 0
$19,59449,223 mi

Liberty Lake, WA

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Liberty Lake, WA

UnscoredInsufficient · 0
$20,48564,376 mi

Liberty Lake, WA

2024 Nissan Kicks SV

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

2024 Nissan Kicks SV

Liberty Lake, WA

UnscoredInsufficient · 0
$20,9013,494 mi

Liberty Lake, WA

2022 Nissan Rogue Platinum

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

2022 Nissan Rogue Platinum

Liberty Lake, WA

UnscoredInsufficient · 0
$22,50570,568 mi

Liberty Lake, WA

2026 Nissan Sentra SV

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

2026 Nissan Sentra SV

Liberty Lake, WA

UnscoredInsufficient · 4
$24,441Mileage not verified

Comparison: 4 similar vehicles

Liberty Lake, WA

2026 Nissan Sentra SV

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

2026 Nissan Sentra SV

Liberty Lake, WA

UnscoredInsufficient · 4
$24,543Mileage not verified

Comparison: 4 similar vehicles

Liberty Lake, WA

2023 Nissan Rogue Platinum

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

2023 Nissan Rogue Platinum

Liberty Lake, WA

UnscoredInsufficient · 0
$24,59853,039 mi

Liberty Lake, WA

2023 Nissan Rogue SL

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

2023 Nissan Rogue SL

Liberty Lake, WA

UnscoredInsufficient · 0
$24,90110,988 mi

Liberty Lake, WA

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Liberty Lake, WA

Fair PriceModerate · 20
$26,970Mileage not verified

Market: $25,877 – $31,920

Comparison: 20 similar vehicles

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

Liberty Lake, WA

2026 Nissan KICKS SV AWD

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

2026 Nissan KICKS SV AWD

Liberty Lake, WA

UnscoredInsufficient · 3
$27,105Mileage not verified

Comparison: 3 similar vehicles

Liberty Lake, WA

2026 Nissan KICKS SR

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

2026 Nissan KICKS SR

Liberty Lake, WA

UnscoredLimited · 9
$28,200Mileage not verified

Comparison: 9 similar vehicles

Liberty Lake, WA

2026 Nissan Sentra SR

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

2026 Nissan Sentra SR

Liberty Lake, WA

Fair PriceLimited · 11
$28,215Mileage not verified

Market: $27,243 – $28,587

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 317 days listed (based on current market benchmarks)

Liberty Lake, WA

2026 Nissan Sentra SR

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

2026 Nissan Sentra SR

Liberty Lake, WA

Fair PriceLimited · 11
$28,587Mileage not verified

Market: $27,243 – $28,587

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 317 days listed (based on current market benchmarks)

Liberty Lake, WA

2025 Nissan Murano SV

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

2025 Nissan Murano SV

Liberty Lake, WA

UnscoredLimited · 5
$29,24012,578 mi

Comparison: 5 similar vehicles

Liberty Lake, WA

2025 Nissan Murano SV

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

2025 Nissan Murano SV

Liberty Lake, WA

UnscoredLimited · 5
$29,24012,003 mi

Comparison: 5 similar vehicles

Liberty Lake, WA

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Liberty Lake, WA

Fair PriceModerate · 24
$29,293Mileage not verified

Market: $28,485 – $30,593

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Liberty Lake, WA

2025 Nissan Murano SV

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

2025 Nissan Murano SV

Liberty Lake, WA

UnscoredLimited · 5
$29,54010,071 mi

Comparison: 5 similar vehicles

Liberty Lake, WA

2025 Nissan Murano SV

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

2025 Nissan Murano SV

Liberty Lake, WA

UnscoredLimited · 8
$29,7405,445 mi

Comparison: 8 similar vehicles

Liberty Lake, WA

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Liberty Lake, WA

Fair PriceModerate · 24
$29,834Mileage not verified

Market: $28,485 – $30,593

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Liberty Lake, WA

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Liberty Lake, WA

Fair PriceModerate · 24
$30,195Mileage not verified

Market: $28,485 – $30,593

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Liberty Lake, WA

2026 Nissan Rogue Rock Creek

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

2026 Nissan Rogue Rock Creek

Liberty Lake, WA

Fair PriceModerate · 20
$31,095Mileage not verified

Market: $31,095 – $35,469

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 284 days listed (based on current market benchmarks)

Liberty Lake, WA

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Liberty Lake, WA

Fair PriceModerate · 20
$31,115Mileage not verified

Market: $25,877 – $31,920

Comparison: 20 similar vehicles

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

Liberty Lake, WA

2026 Nissan Rogue Dark Armor

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

2026 Nissan Rogue Dark Armor

Liberty Lake, WA

Fair PriceLimited · 10
$32,265Mileage not verified

Market: $31,770 – $39,971

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Liberty Lake, WA

2024 Nissan Pathfinder Rock Creek

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

2024 Nissan Pathfinder Rock Creek

Liberty Lake, WA

UnscoredInsufficient · 0
$33,14025,814 mi

Liberty Lake, WA

2025 Nissan Frontier PRO-4X

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

2025 Nissan Frontier PRO-4X

Liberty Lake, WA

UnscoredInsufficient · 3
$34,84011,259 mi

Comparison: 3 similar vehicles

Liberty Lake, WA

2025 Nissan Pathfinder Rock Creek

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

2025 Nissan Pathfinder Rock Creek

Liberty Lake, WA

UnscoredInsufficient · 0
$35,0009,248 mi

Liberty Lake, WA

2026 Nissan Rogue Platinum

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

2026 Nissan Rogue Platinum

Liberty Lake, WA

Fair PriceModerate · 29
$35,930598 mi

Market: $35,737 – $39,795

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 309 days listed (based on current market benchmarks)

Liberty Lake, WA

2025 Nissan Pathfinder Rock Creek

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

2025 Nissan Pathfinder Rock Creek

Liberty Lake, WA

UnscoredInsufficient · 0
$36,2408,676 mi

Liberty Lake, WA

2026 Nissan Rogue Platinum

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

2026 Nissan Rogue Platinum

Liberty Lake, WA

Fair PriceModerate · 29
$36,290Mileage not verified

Market: $35,737 – $39,795

Comparison: 29 similar vehicles

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

Liberty Lake, WA

2026 Nissan Rogue Platinum

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

2026 Nissan Rogue Platinum

Liberty Lake, WA

Fair PriceModerate · 29
$36,379Mileage not verified

Market: $35,737 – $39,795

Comparison: 29 similar vehicles

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

Liberty Lake, WA

2026 Nissan Rogue Platinum

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

2026 Nissan Rogue Platinum

Liberty Lake, WA

Fair PriceModerate · 29
$36,484Mileage not verified

Market: $35,737 – $39,795

Comparison: 29 similar vehicles

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

Liberty Lake, WA

2026 Nissan Rogue Platinum

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

2026 Nissan Rogue Platinum

Liberty Lake, WA

Fair PriceModerate · 29
$36,926Mileage not verified

Market: $35,737 – $39,795

Comparison: 29 similar vehicles

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

Liberty Lake, WA

2026 Nissan Rogue Dark Armor

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

2026 Nissan Rogue Dark Armor

Liberty Lake, WA

Fair PriceLimited · 10
$36,935Mileage not verified

Market: $31,770 – $39,971

Comparison: 10 similar vehicles

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

Liberty Lake, WA

2026 Nissan LEAF SV+

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

2026 Nissan LEAF SV+

Liberty Lake, WA

Fair PriceLimited · 14
$37,353Mileage not verified

Market: $35,293 – $38,157

Comparison: 14 similar vehicles

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

Liberty Lake, WA

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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