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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 · November 8, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

2,318 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

Unscored
$4,50030,133 mi

Comparison: 5 similar vehicles

Charlotte, NC

2015 Nissan LEAF SL

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

2015 Nissan LEAF SL

Charlotte, NC

UnscoredInsufficient · 0
$5,22279,409 mi

Charlotte, NC

2019 Nissan Leaf S

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

2019 Nissan Leaf S

Charlotte, NC

UnscoredInsufficient · 0
$9,16970,407 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

Charlotte, NC

UnscoredInsufficient · 0
$9,16966,435 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

2019 Nissan Leaf SL Plus

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

2019 Nissan Leaf SL Plus

Charlotte, NC

UnscoredInsufficient · 0
$10,68649,065 mi

Charlotte, NC

2018 Nissan LEAF SV

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

2018 Nissan LEAF SV

Charlotte, NC

UnscoredInsufficient · 0
$10,99839,450 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

Great DealModerate · 30
$11,995111,345 mi

Market: $13,799 – $26,999

Comparison: 30 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 100 days listed (based on current market benchmarks)

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 · 0
$12,49981,121 mi

Charlotte, 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 Base

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

2019 Hyundai Ioniq Base

Charlotte, NC

UnscoredInsufficient · 0
$13,16967,523 mi

Charlotte, NC

2018 Chevrolet Bolt EV LT

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

2018 Chevrolet Bolt EV LT

Charlotte, NC

UnscoredInsufficient · 0
$13,22160,850 mi

Charlotte, 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
$13,29041,138 mi

Concord, 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
$13,49710,142 mi

Comparison: 4 similar vehicles

Charlotte, 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
$13,59726,452 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

Charlotte, NC

Unscored
$13,799122,095 mi

Comparison: 30 similar vehicles

Charlotte, NC

2020 Nissan Leaf S

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

2020 Nissan Leaf S

Concord, NC

UnscoredInsufficient · 0
$13,99071,335 mi

Concord, NC

2019 Nissan Leaf S

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

2019 Nissan Leaf S

Concord, NC

UnscoredInsufficient · 0
$13,99037,598 mi

Concord, 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
$14,15917,246 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
$14,19613,298 mi

Comparison: 4 similar vehicles

Charlotte, NC

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

Gastonia, NC

Great DealModerate · 26
$13,79987,625 mi

Market: $18,500 – $29,890

Comparison: 26 similar vehicles

Competitively priced ~25% below the typical range compared to similar vehicles · 8 days listed (based on current market benchmarks)

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

Fort Mill, SC

UnscoredInsufficient · 0
$14,90046,911 mi

Fort Mill, SC

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 · 37
$14,90095,450 mi

Market: $16,676 – $28,499

Comparison: 37 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 36 days listed (based on current market benchmarks)

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

Lancaster, SC

Great DealModerate · 20
$14,99597,048 mi

Market: $17,686 – $21,168

Comparison: 20 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 572 days listed (based on current market benchmarks)

Lancaster, SC

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

Unscored
$15,000151,089 mi

Comparison: 56 similar vehicles

Kannapolis, 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

Unscored
$15,696128,904 mi

Comparison: 28 similar vehicles

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

Fair PriceLimited · 15
$15,900112,850 mi

Market: $13,500 – $26,999

Comparison: 15 similar vehicles

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

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

Unscored
$16,000145,076 mi

Comparison: 30 similar vehicles

Kannapolis, 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

Unscored
$16,028173,138 mi

Comparison: 24 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

UnscoredInsufficient · 0
$16,39648,394 mi

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

Huntersville, NC

Unscored
$16,41187,577 mi

Comparison: 13 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

Huntersville, NC

Unscored
$16,676137,908 mi

Comparison: 36 similar vehicles

Huntersville, NC

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

Charlotte, NC

Unscored
$16,76889,734 mi

Comparison: 9 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

Charlotte, NC

Fair PriceModerate · 46
$16,845110,763 mi

Market: $15,000 – $21,168

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

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 · 0
$16,87270,372 mi

Salisbury, 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

Charlotte, NC

Fair PriceModerate · 31
$16,89794,024 mi

Market: $11,995 – $26,999

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Charlotte, 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

Unscored
$16,898107,951 mi

Comparison: 9 similar vehicles

Gastonia, NC

2020 Nissan Leaf SV

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

2020 Nissan Leaf SV

Concord, NC

UnscoredInsufficient · 0
$16,99037,350 mi

Concord, 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 · 23
$16,99592,389 mi

Market: $18,301 – $26,889

Comparison: 23 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 89 days listed (based on current market benchmarks)

Denver, 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

UnscoredInsufficient · 0
$16,99991,726 mi

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

Huntersville, NC

Unscored
$17,24157,898 mi

Comparison: 6 similar vehicles

Huntersville, NC

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Charlotte, NC

Unscored
$17,52837,023 mi

Comparison: 6 similar vehicles

Charlotte, NC

2022 Kia EV6 Light

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

2022 Kia EV6 Light

Charlotte, NC

UnscoredInsufficient · 0
$17,66978,538 mi

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

Charlotte, NC

Fair PriceModerate · 37
$17,69695,907 mi

Market: $15,000 – $21,168

Comparison: 37 similar vehicles

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

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

Concord, NC

Unscored
$17,995138,646 mi

Comparison: 20 similar vehicles

Concord, 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

Unscored
$17,995113,033 mi

Comparison: 7 similar vehicles

Lancaster, SC

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

Monroe, NC

Fair PriceModerate · 32
$17,99892,470 mi

Market: $14,900 – $27,027

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Monroe, NC

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Charlotte, NC

UnscoredInsufficient · 4
$18,27015,026 mi

Comparison: 4 similar vehicles

Charlotte, NC

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Charlotte, NC

UnscoredInsufficient · 0
$18,43837,620 mi

Charlotte, NC

2021 Ford Mustang Mach-E Premium AWD

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

2021 Ford Mustang Mach-E Premium AWD

Monroe, NC

Unscored
$18,47979,659 mi

Comparison: 5 similar vehicles

Monroe, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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