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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

3,816 listings found

2013 Nissan LEAF SV

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

2013 Nissan LEAF SV

Everett, WA

UnscoredInsufficient · 0
$3,00067,760 mi

Everett, WA

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Everett, WA

UnscoredInsufficient · 3
$3,00064,329 mi

Comparison: 3 similar vehicles

Everett, WA

2012 Nissan LEAF SV

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

2012 Nissan LEAF SV

Everett, WA

UnscoredInsufficient · 0
$3,00068,849 mi

Everett, WA

2013 Nissan LEAF SL

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

2013 Nissan LEAF SL

Everett, WA

UnscoredInsufficient · 0
$4,990116,256 mi

Everett, WA

2016 Nissan LEAF SV

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

2016 Nissan LEAF SV

Snohomish, WA

UnscoredInsufficient · 3
$4,99982,318 mi

Comparison: 3 similar vehicles

Snohomish, WA

2015 Nissan LEAF SV

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

2015 Nissan LEAF SV

Tacoma, WA

UnscoredInsufficient · 0
$4,99962,822 mi

Tacoma, WA

2013 Nissan LEAF SL

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

2013 Nissan LEAF SL

Spanaway, WA

UnscoredInsufficient · 4
$4,99976,288 mi

Comparison: 4 similar vehicles

Spanaway, WA

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Tacoma, WA

UnscoredInsufficient · 3
$5,50062,554 mi

Comparison: 3 similar vehicles

Tacoma, WA

2016 Nissan LEAF SV

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

2016 Nissan LEAF SV

Everett, WA

UnscoredInsufficient · 3
$6,49964,160 mi

Comparison: 3 similar vehicles

Everett, WA

2013 Nissan LEAF S

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

2013 Nissan LEAF S

Renton, WA

UnscoredInsufficient · 0
$6,900100,928 mi

Renton, WA

2016 Nissan LEAF SL

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

2016 Nissan LEAF SL

Seattle, WA

UnscoredInsufficient · 0
$6,98849,475 mi

Seattle, WA

2016 Nissan LEAF SL

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

2016 Nissan LEAF SL

Auburn, WA

UnscoredInsufficient · 3
$6,99066,392 mi

Comparison: 3 similar vehicles

Auburn, WA

2014 Mitsubishi i-MiEV ES

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

2014 Mitsubishi i-MiEV ES

Everett, WA

UnscoredInsufficient · 0
$7,10033,543 mi

Everett, WA

2015 Nissan LEAF SL

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

2015 Nissan LEAF SL

Burien, WA

UnscoredInsufficient · 0
$7,19167,158 mi

Burien, WA

2017 Nissan LEAF S

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

2017 Nissan LEAF S

Auburn, WA

UnscoredInsufficient · 0
$7,49526,619 mi

Auburn, WA

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Auburn, WA

UnscoredInsufficient · 0
$7,89957,218 mi

Auburn, WA

2016 Nissan LEAF S

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

2016 Nissan LEAF S

Edmonds, WA

UnscoredInsufficient · 3
$7,99053,346 mi

Comparison: 3 similar vehicles

Edmonds, WA

2015 Nissan LEAF S

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

2015 Nissan LEAF S

Auburn, WA

UnscoredInsufficient · 0
$7,99993,877 mi

Auburn, WA

2017 Nissan LEAF SV

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

2017 Nissan LEAF SV

Renton, WA

UnscoredInsufficient · 0
$8,99858,900 mi

Renton, WA

2017 Nissan LEAF S

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

2017 Nissan LEAF S

Renton, WA

UnscoredInsufficient · 0
$9,20066,314 mi

Renton, WA

2015 Tesla Model S

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

2015 Tesla Model S

Lakewood, WA

UnscoredInsufficient · 4
$10,900159,477 mi

Comparison: 4 similar vehicles

Lakewood, WA

2013 Tesla Model S

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

2013 Tesla Model S

Tacoma, WA

UnscoredInsufficient · 3
$10,995126,000 mi

Comparison: 3 similar vehicles

Tacoma, WA

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

Kent, WA

UnscoredModerate · 23
$10,999143,000 mi

Comparison: 23 similar vehicles

Kent, WA

2019 Nissan Leaf SV

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

2019 Nissan Leaf SV

Olympia, WA

UnscoredLimited · 5
$10,99990,785 mi

Comparison: 5 similar vehicles

Olympia, WA

2022 Nissan LEAF S

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

2022 Nissan LEAF S

Renton, WA

UnscoredInsufficient · 0
$11,69164,030 mi

Renton, WA

2014 Tesla Model S

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

2014 Tesla Model S

Seattle, WA

UnscoredLimited · 7
$11,700101,000 mi

Comparison: 7 similar vehicles

Seattle, WA

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Seattle, WA

UnscoredModerate · 26
$11,800224,350 mi

Comparison: 26 similar vehicles

Seattle, WA

2014 Tesla Model S

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

2014 Tesla Model S

Seattle, WA

UnscoredLimited · 6
$12,20089,000 mi

Comparison: 6 similar vehicles

Seattle, WA

2024 Nissan LEAF S

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

2024 Nissan LEAF S

Lakewood, WA

UnscoredInsufficient · 0
$12,39063,830 mi

Lakewood, WA

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

Everett, WA

UnscoredLimited · 6
$12,90097,475 mi

Comparison: 6 similar vehicles

Everett, WA

2020 Nissan Leaf SV

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

2020 Nissan Leaf SV

Everett, WA

UnscoredInsufficient · 0
$12,99049,534 mi

Everett, WA

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Kirkland, WA

UnscoredInsufficient · 0
$12,99852,213 mi

Kirkland, WA

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

Renton, WA

UnscoredInsufficient · 0
$13,429158,794 mi

Renton, WA

2022 Nissan LEAF SV Plus

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

2022 Nissan LEAF SV Plus

Federal Way, WA

UnscoredInsufficient · 0
$13,50089,000 mi

Federal Way, WA

2016 Tesla Model S 85D

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

2016 Tesla Model S 85D

Bellevue, WA

UnscoredInsufficient · 0
$13,521131,142 mi

Bellevue, WA

2022 Nissan LEAF S

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

2022 Nissan LEAF S

Everett, WA

UnscoredInsufficient · 3
$13,80069,611 mi

Comparison: 3 similar vehicles

Everett, WA

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

Shoreline, WA

Fair PriceLimited · 11
$13,82197,461 mi

Market: $12,900 – $14,995

Comparison: 11 similar vehicles

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

Shoreline, WA

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Tukwila, WA

Great DealLimited · 13
$13,900106,320 mi

Market: $17,900 – $25,192

Comparison: 13 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 27 days listed (based on current market benchmarks)

Tukwila, WA

2016 Tesla Model S 60D

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

2016 Tesla Model S 60D

South Hill, WA

UnscoredInsufficient · 0
$13,995160,000 mi

South Hill, WA

2014 Tesla Model S

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

2014 Tesla Model S

Shoreline, WA

UnscoredLimited · 7
$13,995148,799 mi

Comparison: 7 similar vehicles

Shoreline, WA

2023 Volkswagen ID.4 PRO S PLUS

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

2023 Volkswagen ID.4 PRO S PLUS

Kirkland, WA

UnscoredLimited · 7
$13,998114,474 mi

Comparison: 7 similar vehicles

Kirkland, WA

2021 Nissan Leaf S

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

2021 Nissan Leaf S

Puyallup, WA

UnscoredInsufficient · 0
$13,99863,359 mi

Puyallup, WA

2016 Tesla Model S 90D

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

2016 Tesla Model S 90D

Auburn, WA

Salvage title
$13,999105,597 mi

Auburn, 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

Auburn, WA

UnscoredInsufficient · 0
$14,19967,690 mi

Auburn, WA

2019 Nissan Leaf SV Plus

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

2019 Nissan Leaf SV Plus

Lynnwood, WA

UnscoredInsufficient · 0
$14,19949,092 mi

Lynnwood, WA

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

Tacoma, WA

Salvage title
$14,40077,326 mi

Tacoma, WA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Lakewood, WA

Fair PriceRobust · 113
$14,79019,152 mi

Market: $14,999 – $17,298

Comparison: 113 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 15 days listed (based on current market benchmarks)

Lakewood, WA

No Photo

2017 Chevrolet Bolt EV Premier

Seattle, WA

OverpricedLimited · 12
$14,99561,697 mi

Market: $12,900 – $14,988

Comparison: 12 similar vehicles

Seattle, WA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Edmonds, WA

Fair PriceLimited · 13
$14,99929,071 mi

Market: $14,999 – $16,190

Comparison: 13 similar vehicles

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

Edmonds, WA

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Edmonds, WA

Fair PriceRobust · 97
$14,99919,657 mi

Market: $14,790 – $17,298

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Edmonds, 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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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