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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

307 listings found

2008 Nissan Versa S

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

2008 Nissan Versa S

National City, CA

UnscoredInsufficient · 0
$3,500136,944 mi

National City, CA

2011 Nissan LEAF SL

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

2011 Nissan LEAF SL

National City, CA

UnscoredInsufficient · 4
$3,99560,953 mi

Comparison: 4 similar vehicles

National City, CA

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

National City, CA

UnscoredLimited · 8
$3,999136,892 mi

Comparison: 8 similar vehicles

National City, CA

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

National City, CA

UnscoredInsufficient · 4
$4,500139,469 mi

Comparison: 4 similar vehicles

National City, CA

2015 Nissan Versa Note S Plus

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

2015 Nissan Versa Note S Plus

National City, CA

UnscoredLimited · 6
$4,500132,876 mi

Comparison: 6 similar vehicles

National City, CA

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

National City, CA

UnscoredLimited · 12
$4,999150,343 mi

Comparison: 12 similar vehicles

National City, CA

2008 Nissan Maxima SE

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

2008 Nissan Maxima SE

National City, CA

UnscoredInsufficient · 0
$4,999237,984 mi

National City, CA

2017 Nissan Altima SV

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

2017 Nissan Altima SV

National City, CA

UnscoredLimited · 8
$5,499170,029 mi

Comparison: 8 similar vehicles

National City, CA

2014 Nissan Rogue SL

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

2014 Nissan Rogue SL

National City, CA

UnscoredInsufficient · 3
$6,000135,310 mi

Comparison: 3 similar vehicles

National City, CA

2017 Nissan Altima SV

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

2017 Nissan Altima SV

National City, CA

Salvage title
$7,000198,943 mi

National City, CA

2012 Nissan Rogue S

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

2012 Nissan Rogue S

National City, CA

UnscoredLimited · 7
$8,000121,335 mi

Comparison: 7 similar vehicles

National City, CA

2016 Nissan Rogue S

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

2016 Nissan Rogue S

National City, CA

UnscoredLimited · 6
$10,000118,079 mi

Comparison: 6 similar vehicles

National City, CA

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

National City, CA

UnscoredLimited · 5
$11,000127,759 mi

Comparison: 5 similar vehicles

National City, CA

2015 Nissan Murano S

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

2015 Nissan Murano S

National City, CA

UnscoredLimited · 5
$11,500101,428 mi

Comparison: 5 similar vehicles

National City, CA

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

National City, CA

UnscoredLimited · 14
$11,900139,897 mi

Comparison: 14 similar vehicles

National City, CA

2016 Nissan Rogue S

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

2016 Nissan Rogue S

National City, CA

UnscoredLimited · 7
$12,00067,450 mi

Comparison: 7 similar vehicles

National City, CA

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

National City, CA

Great DealModerate · 20
$13,197103,790 mi

Market: $16,500 – $16,672

Comparison: 20 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 67 days listed (based on current market benchmarks)

National City, CA

2020 Nissan Kicks SR

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

2020 Nissan Kicks SR

National City, CA

Fair PriceLimited · 12
$13,50093,862 mi

Market: $11,999 – $17,162

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

National City, CA

2021 Nissan Altima S

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

2021 Nissan Altima S

National City, CA

Fair PriceModerate · 21
$13,800119,195 mi

Market: $12,484 – $17,161

Comparison: 21 similar vehicles

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

National City, CA

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

National City, CA

Fair PriceModerate · 26
$13,90067,933 mi

Market: $9,950 – $17,600

Comparison: 26 similar vehicles

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

National City, CA

2019 Nissan Murano SV

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

2019 Nissan Murano SV

National City, CA

UnscoredInsufficient · 0
$14,49586,881 mi

National City, CA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

National City, CA

Fair PriceModerate · 22
$14,99517,222 mi

Market: $14,350 – $16,278

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

National City, CA

2017 Nissan Rogue Sport SV

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

2017 Nissan Rogue Sport SV

National City, CA

UnscoredInsufficient · 3
$15,00066,764 mi

Comparison: 3 similar vehicles

National City, CA

2022 Nissan Sentra S

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

2022 Nissan Sentra S

National City, CA

UnscoredLimited · 7
$15,49566,588 mi

Comparison: 7 similar vehicles

National City, CA

2017 Nissan Titan SV

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

2017 Nissan Titan SV

National City, CA

Fair PriceLimited · 14
$15,990118,616 mi

Market: $7,488 – $22,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

National City, CA

2024 Nissan Sentra S

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

2024 Nissan Sentra S

National City, CA

UnscoredModerate · 25
$16,10752,153 mi

Comparison: 25 similar vehicles

National City, CA

2018 Nissan Rogue Sport SV

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

2018 Nissan Rogue Sport SV

National City, CA

UnscoredLimited · 8
$16,11379,770 mi

Comparison: 8 similar vehicles

National City, CA

2022 Nissan Altima SR

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

2022 Nissan Altima SR

National City, CA

UnscoredInsufficient · 4
$16,12178,312 mi

Comparison: 4 similar vehicles

National City, CA

2024 Nissan Kicks S

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

2024 Nissan Kicks S

National City, CA

UnscoredInsufficient · 3
$16,69555,707 mi

Comparison: 3 similar vehicles

National City, CA

2021 Nissan Sentra SR

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

2021 Nissan Sentra SR

National City, CA

UnscoredLimited · 9
$16,99565,421 mi

Comparison: 9 similar vehicles

National City, CA

2023 Nissan Sentra SR

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

2023 Nissan Sentra SR

National City, CA

UnscoredLimited · 9
$17,00099,033 mi

Comparison: 9 similar vehicles

National City, CA

2024 Nissan Altima SR

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

2024 Nissan Altima SR

National City, CA

Fair PriceModerate · 42
$17,12150,741 mi

Market: $16,881 – $20,895

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

National City, CA

2022 Nissan Sentra S

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

2022 Nissan Sentra S

National City, CA

UnscoredInsufficient · 0
$17,48848,336 mi

National City, CA

2022 Nissan Altima S

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

2022 Nissan Altima S

National City, CA

OverpricedModerate · 20
$17,50068,728 mi

Market: $10,800 – $15,995

Comparison: 20 similar vehicles

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

National City, CA

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

National City, CA

Fair PriceModerate · 38
$17,51050,882 mi

Market: $15,990 – $17,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

National City, CA

2024 Nissan Altima SR

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

2024 Nissan Altima SR

National City, CA

UnscoredInsufficient · 3
$17,79663,435 mi

Comparison: 3 similar vehicles

National City, CA

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

National City, CA

Great DealModerate · 21
$17,99548,581 mi

Market: $18,910 – $20,032

Comparison: 21 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 4 days listed (based on current market benchmarks)

National City, CA

2017 Nissan Frontier SV

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

2017 Nissan Frontier SV

National City, CA

OverpricedLimited · 12
$18,00099,875 mi

Market: $8,995 – $17,572

Comparison: 12 similar vehicles

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

National City, CA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

National City, CA

Fair PriceModerate · 23
$18,05143,968 mi

Market: $17,590 – $18,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

National City, CA

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

National City, CA

OverpricedModerate · 27
$18,59260,471 mi

Market: $15,489 – $18,550

Comparison: 27 similar vehicles

National City, CA

2024 Nissan Altima SV

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

2024 Nissan Altima SV

National City, CA

Fair PriceLimited · 17
$18,77238,625 mi

Market: $14,700 – $26,074

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

National City, CA

2019 Nissan Altima SL

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

2019 Nissan Altima SL

National City, CA

UnscoredInsufficient · 0
$18,79548,315 mi

National City, CA

2024 Nissan Sentra S

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

2024 Nissan Sentra S

National City, CA

OverpricedModerate · 24
$18,99551,074 mi

Market: $16,107 – $17,736

Comparison: 24 similar vehicles

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

National City, CA

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

National City, CA

Great DealRobust · 67
$18,99549,778 mi

Market: $19,859 – $22,027

Comparison: 67 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 73 days listed (based on current market benchmarks)

National City, CA

2024 Nissan Sentra S

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

2024 Nissan Sentra S

National City, CA

OverpricedModerate · 25
$19,49549,831 mi

Market: $17,565 – $18,061

Comparison: 25 similar vehicles

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

National City, CA

2021 Nissan Rogue SL

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

2021 Nissan Rogue SL

National City, CA

UnscoredInsufficient · 3
$19,49550,647 mi

Comparison: 3 similar vehicles

National City, CA

2024 Nissan Sentra S

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

2024 Nissan Sentra S

National City, CA

OverpricedLimited · 16
$19,59520,257 mi

Market: $18,998 – $19,048

Comparison: 16 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

National City, CA

2025 Nissan Kicks SV

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

2025 Nissan Kicks SV

National City, CA

Fair PriceLimited · 16
$19,99516,233 mi

Market: $19,075 – $22,082

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

National City, CA

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

National City, CA

UnscoredInsufficient · 4
$19,99515,147 mi

Comparison: 4 similar vehicles

National City, CA

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

National City, CA

Fair PriceRobust · 102
$19,99534,807 mi

Market: $19,536 – $22,151

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

National City, CA

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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