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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 20, 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

1,677 listings found

2011 Nissan LEAF SL

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

2011 Nissan LEAF SL

San Jose, CA

UnscoredInsufficient · 3
$2,49582,576 mi

Comparison: 3 similar vehicles

San Jose, CA

2013 Nissan LEAF S

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

2013 Nissan LEAF S

San Jose, CA

UnscoredLimited · 5
$2,995102,527 mi

Comparison: 5 similar vehicles

San Jose, CA

2015 Nissan LEAF SL

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

2015 Nissan LEAF SL

Scotts Valley, CA

UnscoredInsufficient · 0
$4,79550,951 mi

Scotts Valley, CA

2013 Nissan LEAF SL

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

2013 Nissan LEAF SL

San Jose, CA

UnscoredInsufficient · 0
$5,99575,975 mi

San Jose, CA

2016 Nissan LEAF SV

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

2016 Nissan LEAF SV

San Jose, CA

UnscoredInsufficient · 0
$6,87035,158 mi

San Jose, CA

2016 Nissan LEAF SL

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

2016 Nissan LEAF SL

San Jose, CA

UnscoredInsufficient · 0
$7,40438,417 mi

San Jose, CA

2011 Nissan LEAF SV

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

2011 Nissan LEAF SV

Salinas, CA

UnscoredInsufficient · 0
$7,428133,000 mi

Salinas, CA

2013 Nissan LEAF SV

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

2013 Nissan LEAF SV

San Jose, CA

UnscoredInsufficient · 0
$11,06987,808 mi

San Jose, CA

2013 Tesla Model S

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

2013 Tesla Model S

San Jose, CA

UnscoredLimited · 6
$11,975132,955 mi

Comparison: 6 similar vehicles

San Jose, CA

2022 Nissan LEAF SV

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

2022 Nissan LEAF SV

San Jose, CA

UnscoredInsufficient · 0
$13,17150,700 mi

San Jose, CA

2021 Chevrolet Bolt EV LT

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

2021 Chevrolet Bolt EV LT

San Jose, CA

UnscoredInsufficient · 0
$13,32886,001 mi

San Jose, CA

2015 Tesla Model S 85

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

2015 Tesla Model S 85

Santa Cruz, CA

UnscoredInsufficient · 3
$13,900101,242 mi

Comparison: 3 similar vehicles

Santa Cruz, CA

2017 Chevrolet Bolt EV Premier

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

2017 Chevrolet Bolt EV Premier

San Jose, CA

Fair PriceLimited · 13
$13,96380,193 mi

Market: $11,998 – $14,015

Comparison: 13 similar vehicles

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

San Jose, CA

2020 Chevrolet Bolt EV LT

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

2020 Chevrolet Bolt EV LT

Salinas, CA

UnscoredLimited · 7
$13,99977,521 mi

Comparison: 7 similar vehicles

Salinas, CA

2018 Nissan LEAF SL

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

2018 Nissan LEAF SL

Seaside, CA

UnscoredInsufficient · 0
$14,00076,968 mi

Seaside, CA

2017 Chevrolet Bolt EV Premier

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

2017 Chevrolet Bolt EV Premier

Santa Clara, CA

OverpricedLimited · 13
$14,01581,289 mi

Market: $11,998 – $13,963

Comparison: 13 similar vehicles

Santa Clara, CA

2018 Chevrolet Bolt EV Premier

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

2018 Chevrolet Bolt EV Premier

San Jose, CA

UnscoredInsufficient · 0
$14,11060,936 mi

San Jose, CA

2020 Chevrolet Bolt EV LT

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

2020 Chevrolet Bolt EV LT

San Jose, CA

UnscoredInsufficient · 0
$14,32849,540 mi

San Jose, CA

2020 Hyundai Kona EV Ultimate

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

2020 Hyundai Kona EV Ultimate

Santa Clara, CA

UnscoredInsufficient · 0
$14,40073,000 mi

Santa Clara, CA

2020 Chevrolet Bolt EV Premier

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

2020 Chevrolet Bolt EV Premier

San Jose, CA

UnscoredInsufficient · 0
$14,42881,092 mi

San Jose, CA

2014 Tesla Model S

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

2014 Tesla Model S

San Jose, CA

UnscoredLimited · 5
$14,975108,024 mi

Comparison: 5 similar vehicles

San Jose, CA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

San Jose, CA

Fair PriceRobust · 50
$15,66216,220 mi

Market: $13,800 – $19,974

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

San Jose, CA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

San Jose, CA

Fair PriceRobust · 50
$15,67218,810 mi

Market: $13,800 – $19,974

Comparison: 50 similar vehicles

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

San Jose, CA

2021 Volkswagen ID.4 PRO

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

2021 Volkswagen ID.4 PRO

San Jose, CA

UnscoredInsufficient · 0
$15,77752,898 mi

San Jose, CA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Marina, CA

Fair PriceRobust · 61
$16,00514,050 mi

Market: $13,800 – $19,974

Comparison: 61 similar vehicles

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

Marina, CA

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

San Jose, CA

UnscoredLimited · 19
$16,110120,205 mi

Comparison: 19 similar vehicles

San Jose, CA

2022 Mazda MX-30 Premium Plus Package

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

2022 Mazda MX-30 Premium Plus Package

San Jose, CA

UnscoredInsufficient · 0
$16,11722,424 mi

San Jose, CA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Santa Clara, CA

Fair PriceLimited · 14
$16,1997,749 mi

Market: $14,700 – $18,752

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Santa Clara, CA

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

San Jose, CA

Fair PriceModerate · 32
$16,499111,499 mi

Market: $16,819 – $26,127

Comparison: 32 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 43 days listed (based on current market benchmarks)

San Jose, CA

2021 Volkswagen ID.4 PRO

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

2021 Volkswagen ID.4 PRO

Watsonville, CA

UnscoredInsufficient · 0
$16,57268,067 mi

Watsonville, CA

2019 Audi e-tron Premium Plus

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

2019 Audi e-tron Premium Plus

San Jose, CA

UnscoredInsufficient · 3
$16,76983,979 mi

Comparison: 3 similar vehicles

San Jose, CA

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

San Jose, CA

Fair PriceLimited · 15
$17,070110,193 mi

Market: $12,069 – $23,171

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

San Jose, CA

2023 Chevrolet Bolt EUV LT

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

2023 Chevrolet Bolt EUV LT

Watsonville, CA

UnscoredInsufficient · 0
$17,15240,208 mi

Watsonville, CA

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

Watsonville, CA

UnscoredInsufficient · 3
$17,152187,422 mi

Comparison: 3 similar vehicles

Watsonville, CA

2023 Nissan Leaf SV Plus

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

2023 Nissan Leaf SV Plus

San Jose, CA

UnscoredInsufficient · 3
$17,16931,965 mi

Comparison: 3 similar vehicles

San Jose, CA

2021 Ford Mustang Mach-E Select RWD

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

2021 Ford Mustang Mach-E Select RWD

Santa Clara, CA

UnscoredInsufficient · 3
$17,21486,988 mi

Comparison: 3 similar vehicles

Santa Clara, CA

2020 Chevrolet Bolt EV Premier

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

2020 Chevrolet Bolt EV Premier

San Jose, CA

UnscoredInsufficient · 3
$17,62247,562 mi

Comparison: 3 similar vehicles

San Jose, CA

No Photo

2022 Tesla Model 3 Base

Watsonville, CA

UnscoredInsufficient · 3
$17,652175,093 mi

Comparison: 3 similar vehicles

Watsonville, CA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

San Jose, CA

OverpricedLimited · 12
$17,7627,907 mi

Market: $14,700 – $16,958

Comparison: 12 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

San Jose, CA

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

Santa Clara, CA

UnscoredLimited · 8
$17,90045,826 mi

Comparison: 8 similar vehicles

Santa Clara, CA

2015 Tesla Model S 60

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

2015 Tesla Model S 60

San Jose, CA

UnscoredInsufficient · 0
$17,975103,446 mi

San Jose, CA

2019 Audi e-tron Prestige

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

2019 Audi e-tron Prestige

Santa Clara, CA

UnscoredLimited · 5
$18,07795,882 mi

Comparison: 5 similar vehicles

Santa Clara, CA

2017 Tesla Model 3 Base

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

2017 Tesla Model 3 Base

San Jose, CA

UnscoredInsufficient · 0
$18,33366,380 mi

San Jose, CA

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Santa Clara, CA

Fair PriceModerate · 33
$18,50099,270 mi

Market: $14,919 – $25,999

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 371 days listed (based on current market benchmarks)

Santa Clara, CA

2022 Ford Mustang Mach-E Select RWD

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

2022 Ford Mustang Mach-E Select RWD

San Jose, CA

UnscoredInsufficient · 0
$18,57279,965 mi

San Jose, CA

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

San Jose, CA

Fair PriceLimited · 18
$18,59535,398 mi

Market: $18,572 – $19,126

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

San Jose, CA

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

San Jose, CA

UnscoredInsufficient · 0
$18,62145,449 mi

San Jose, CA

2023 Nissan Leaf SV Plus

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

2023 Nissan Leaf SV Plus

San Jose, CA

UnscoredInsufficient · 4
$18,67014,529 mi

Comparison: 4 similar vehicles

San Jose, CA

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

Gilroy, CA

Fair PriceLimited · 16
$18,77197,279 mi

Market: $12,069 – $23,171

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Gilroy, CA

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Marina, CA

UnscoredInsufficient · 0
$18,97534,887 mi

Marina, CA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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