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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

2,298 listings found

2012 Nissan LEAF SV

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

2012 Nissan LEAF SV

Charlotte, NC

UnscoredLimited · 5
$4,50030,133 mi

Comparison: 5 similar vehicles

Charlotte, NC

2014 Nissan LEAF SL

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

2014 Nissan LEAF SL

Cornelius, NC

UnscoredInsufficient · 0
$4,90080,085 mi

Cornelius, NC

2020 Nissan Leaf S

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

2020 Nissan Leaf S

Charlotte, NC

UnscoredInsufficient · 0
$7,519112,377 mi

Charlotte, NC

2014 BMW i3 Base

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

2014 BMW i3 Base

Lancaster, SC

UnscoredInsufficient · 0
$9,99552,484 mi

Lancaster, SC

2014 Tesla Model S

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

2014 Tesla Model S

Gaffney, SC

UnscoredInsufficient · 3
$10,00099,420 mi

Comparison: 3 similar vehicles

Gaffney, SC

2019 Nissan Leaf SL

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

2019 Nissan Leaf SL

Charlotte, NC

UnscoredInsufficient · 0
$11,16952,977 mi

Charlotte, NC

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

Kannapolis, NC

UnscoredRobust · 66
$11,995111,345 mi

Comparison: 66 similar vehicles

Kannapolis, NC

2020 Hyundai IONIQ Limited

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

2020 Hyundai IONIQ Limited

Matthews, NC

UnscoredInsufficient · 0
$12,88026,226 mi

Matthews, NC

2023 Chevrolet Bolt EV 2LT

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

2023 Chevrolet Bolt EV 2LT

Charlotte, NC

UnscoredInsufficient · 0
$12,999121,929 mi

Charlotte, NC

2019 Hyundai Ioniq Limited

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

2019 Hyundai Ioniq Limited

Huntersville, NC

UnscoredInsufficient · 0
$13,17443,736 mi

Huntersville, NC

2018 Nissan LEAF S

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

2018 Nissan LEAF S

Concord, NC

UnscoredInsufficient · 0
$13,99041,138 mi

Concord, NC

2024 Nissan LEAF S

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

2024 Nissan LEAF S

Charlotte, NC

UnscoredInsufficient · 0
$13,99726,452 mi

Charlotte, NC

2015 Tesla Model S 70D

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

2015 Tesla Model S 70D

Hickory, NC

UnscoredInsufficient · 0
$14,80089,852 mi

Hickory, NC

2015 Tesla Model S 70D

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

2015 Tesla Model S 70D

Huntersville, NC

UnscoredLimited · 8
$14,87593,583 mi

Comparison: 8 similar vehicles

Huntersville, NC

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

Charlotte, NC

Great DealModerate · 33
$14,90095,450 mi

Market: $17,676 – $28,999

Comparison: 33 similar vehicles

Competitively priced ~16% below the typical range compared to similar vehicles · 2 days listed (based on current market benchmarks)

Charlotte, NC

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

Boiling Springs, SC

Salvage title
$14,95050,000 mi

Boiling Springs, SC

2018 Nissan LEAF SV

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

2018 Nissan LEAF SV

Concord, NC

UnscoredInsufficient · 0
$14,99047,477 mi

Concord, NC

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

Lancaster, SC

UnscoredLimited · 7
$14,99597,048 mi

Comparison: 7 similar vehicles

Lancaster, SC

2016 Tesla Model X 90D

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

2016 Tesla Model X 90D

Charlotte, NC

UnscoredInsufficient · 3
$14,995151,323 mi

Comparison: 3 similar vehicles

Charlotte, NC

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

Gastonia, NC

UnscoredLimited · 13
$14,997119,195 mi

Comparison: 13 similar vehicles

Gastonia, NC

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

Kannapolis, NC

UnscoredLimited · 17
$15,000151,089 mi

Comparison: 17 similar vehicles

Kannapolis, NC

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Charlotte, NC

UnscoredInsufficient · 4
$15,11813,228 mi

Comparison: 4 similar vehicles

Charlotte, NC

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Charlotte, NC

UnscoredInsufficient · 4
$15,19613,298 mi

Comparison: 4 similar vehicles

Charlotte, NC

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

Gastonia, NC

Fair PriceLimited · 13
$15,500105,287 mi

Market: $14,997 – $21,169

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Gastonia, NC

2024 Nissan LEAF S

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

2024 Nissan LEAF S

Charlotte, NC

UnscoredInsufficient · 0
$15,6225,558 mi

Charlotte, NC

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

Charlotte, NC

UnscoredModerate · 25
$15,900112,850 mi

Comparison: 25 similar vehicles

Charlotte, NC

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

Gastonia, NC

UnscoredLimited · 18
$16,028173,138 mi

Comparison: 18 similar vehicles

Gastonia, NC

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

Charlotte, NC

UnscoredInsufficient · 0
$16,169116,124 mi

Charlotte, NC

2017 Chevrolet Bolt EV LT

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

2017 Chevrolet Bolt EV LT

Concord, NC

UnscoredInsufficient · 0
$16,59048,240 mi

Concord, NC

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

Charlotte, NC

UnscoredModerate · 24
$16,686128,904 mi

Comparison: 24 similar vehicles

Charlotte, NC

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

Charlotte, NC

Great DealLimited · 11
$16,76983,979 mi

Market: $18,700 – $19,699

Comparison: 11 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 17 days listed (based on current market benchmarks)

Charlotte, NC

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

Hickory, NC

UnscoredInsufficient · 0
$16,88853,172 mi

Hickory, NC

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

Gastonia, NC

UnscoredLimited · 8
$16,898106,865 mi

Comparison: 8 similar vehicles

Gastonia, NC

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

Huntersville, NC

UnscoredInsufficient · 0
$16,97734,595 mi

Huntersville, NC

2020 Nissan Leaf SV Plus

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

2020 Nissan Leaf SV Plus

Concord, NC

UnscoredInsufficient · 0
$16,99038,866 mi

Concord, NC

2021 Tesla Model Y Long Range

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

2021 Tesla Model Y Long Range

Kannapolis, NC

Great DealModerate · 48
$16,99564,000 mi

Market: $21,995 – $29,500

Comparison: 48 similar vehicles

Competitively priced ~23% below the typical range compared to similar vehicles · 47 days listed (based on current market benchmarks)

Kannapolis, NC

2022 Volkswagen ID.4 PRO S

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

2022 Volkswagen ID.4 PRO S

Gastonia, NC

UnscoredModerate · 21
$16,99991,726 mi

Comparison: 21 similar vehicles

Gastonia, NC

2023 Chevrolet Bolt EV LT

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

2023 Chevrolet Bolt EV LT

Charlotte, NC

UnscoredModerate · 25
$17,19648,394 mi

Comparison: 25 similar vehicles

Charlotte, NC

2015 Tesla Model S P85D

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

2015 Tesla Model S P85D

Monroe, NC

UnscoredInsufficient · 0
$17,498106,641 mi

Monroe, NC

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

Huntersville, NC

Fair PriceLimited · 11
$17,49987,577 mi

Market: $15,995 – $19,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Huntersville, NC

2020 Tesla Model Y Long Range

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

2020 Tesla Model Y Long Range

Kannapolis, NC

UnscoredModerate · 38
$17,500173,297 mi

Comparison: 38 similar vehicles

Kannapolis, NC

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

Huntersville, NC

UnscoredModerate · 32
$17,676137,908 mi

Comparison: 32 similar vehicles

Huntersville, NC

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

Charlotte, NC

UnscoredLimited · 7
$17,825110,763 mi

Comparison: 7 similar vehicles

Charlotte, NC

2022 Polestar 2 Base

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

2022 Polestar 2 Base

Salisbury, NC

UnscoredInsufficient · 4
$17,97270,372 mi

Comparison: 4 similar vehicles

Salisbury, NC

2017 Tesla Model S 75D

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

2017 Tesla Model S 75D

Lancaster, SC

UnscoredInsufficient · 3
$17,995113,033 mi

Comparison: 3 similar vehicles

Lancaster, SC

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

Charlotte, NC

UnscoredInsufficient · 4
$18,06946,513 mi

Comparison: 4 similar vehicles

Charlotte, NC

2021 Ford Mustang Mach-E Premium RWD

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

2021 Ford Mustang Mach-E Premium RWD

Charlotte, NC

UnscoredInsufficient · 4
$18,13890,004 mi

Comparison: 4 similar vehicles

Charlotte, NC

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

Huntersville, NC

UnscoredInsufficient · 0
$18,40041,072 mi

Huntersville, NC

2023 Hyundai IONIQ 5 SE

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

2023 Hyundai IONIQ 5 SE

Denver, NC

Great DealModerate · 26
$18,49592,389 mi

Market: $19,777 – $27,594

Comparison: 26 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 70 days listed (based on current market benchmarks)

Denver, NC

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

Concord, NC

UnscoredInsufficient · 0
$18,495101,288 mi

Concord, NC

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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