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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

1,135 listings found

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Miami, FL

Salvage title
$5,00087,240 mi

Miami, FL

2015 Nissan LEAF SL

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

2015 Nissan LEAF SL

Doral, FL

UnscoredInsufficient · 0
$6,47766,236 mi

Doral, FL

2016 Nissan LEAF S

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

2016 Nissan LEAF S

Doral, FL

UnscoredInsufficient · 0
$7,79976,693 mi

Doral, FL

2013 Tesla Model S

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

2013 Tesla Model S

Miami, FL

UnscoredInsufficient · 3
$9,999145,332 mi

Comparison: 3 similar vehicles

Miami, FL

2014 Tesla Model S

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

2014 Tesla Model S

Miami, FL

UnscoredInsufficient · 0
$11,895136,525 mi

Miami, FL

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

Miami, FL

UnscoredModerate · 20
$13,70023,361 mi

Comparison: 20 similar vehicles

Miami, FL

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

Miami, FL

UnscoredLimited · 10
$13,87911,690 mi

Comparison: 10 similar vehicles

Miami, FL

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

Miami, FL

Great DealModerate · 24
$14,59094,998 mi

Market: $17,977 – $25,273

Comparison: 24 similar vehicles

Competitively priced ~19% below the typical range compared to similar vehicles · 46 days listed (based on current market benchmarks)

Miami, FL

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

Miami, FL

Salvage title
$14,70033,252 mi

Miami, FL

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

Hialeah, FL

UnscoredLimited · 8
$14,99996,250 mi

Comparison: 8 similar vehicles

Hialeah, FL

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

Miami, FL

Fair PriceLimited · 14
$15,490116,990 mi

Market: $14,000 – $26,500

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Miami, FL

No Photo

2021 Hyundai Kona EV Ultimate

Miami, FL

UnscoredInsufficient · 0
$15,89937,960 mi

Miami, FL

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

Miami, FL

Fair PriceLimited · 13
$15,980109,309 mi

Market: $14,000 – $26,500

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Miami, FL

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

Miami, FL

UnscoredLimited · 9
$15,98081,402 mi

Comparison: 9 similar vehicles

Miami, FL

2019 Tesla Model 3 Mid Range

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

2019 Tesla Model 3 Mid Range

Miami, FL

UnscoredLimited · 7
$16,899117,791 mi

Comparison: 7 similar vehicles

Miami, FL

2024 Nissan ARIYA Evolve+

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

2024 Nissan ARIYA Evolve+

Miami, FL

UnscoredInsufficient · 0
$16,988104,453 mi

Miami, FL

2023 Fisker Ocean One

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

2023 Fisker Ocean One

Miami, FL

UnscoredInsufficient · 3
$17,49915,347 mi

Comparison: 3 similar vehicles

Miami, FL

2022 Hyundai IONIQ 5 SEL

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

2022 Hyundai IONIQ 5 SEL

Miami, FL

UnscoredInsufficient · 0
$17,55036,000 mi

Miami, FL

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

Miami, FL

UnscoredLimited · 6
$17,79072,106 mi

Comparison: 6 similar vehicles

Miami, FL

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

Miami, FL

Fair PriceLimited · 18
$17,97780,108 mi

Market: $14,590 – $23,325

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Miami, FL

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

Opa-locka, FL

Salvage title
$17,99255,916 mi

Opa-locka, FL

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

Opa-locka, FL

Salvage title
$17,99232,622 mi

Opa-locka, FL

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

Miami, FL

UnscoredLimited · 8
$18,00066,609 mi

Comparison: 8 similar vehicles

Miami, FL

2023 Volkswagen ID.4 STANDARD

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

2023 Volkswagen ID.4 STANDARD

Miami Lakes, FL

UnscoredInsufficient · 0
$18,30938,578 mi

Miami Lakes, FL

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

Miami, FL

UnscoredModerate · 24
$18,499149,954 mi

Comparison: 24 similar vehicles

Miami, FL

2023 Tesla Model Y Long Range

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

2023 Tesla Model Y Long Range

Opa-Locka, FL

UnscoredInsufficient · 3
$18,50039,100 mi

Comparison: 3 similar vehicles

Opa-Locka, FL

No Photo

2019 Tesla Model 3 Base

Doral, FL

UnscoredLimited · 7
$18,59768,355 mi

Comparison: 7 similar vehicles

Doral, FL

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

Palmetto Bay, FL

Fair PriceLimited · 16
$18,69985,463 mi

Market: $14,590 – $23,325

Comparison: 16 similar vehicles

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

Palmetto Bay, FL

2020 Nissan Leaf SV

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

2020 Nissan Leaf SV

Miami Lakes, FL

UnscoredInsufficient · 0
$18,75623,332 mi

Miami Lakes, FL

No Photo

2022 Tesla Model 3 Long Range

Doral, FL

UnscoredLimited · 8
$18,99794,515 mi

Comparison: 8 similar vehicles

Doral, FL

2020 Jaguar I-PACE S

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

2020 Jaguar I-PACE S

Palmetto Bay, FL

UnscoredInsufficient · 0
$19,09947,643 mi

Palmetto Bay, FL

2020 Nissan Leaf SV

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

2020 Nissan Leaf SV

Miami Lakes, FL

UnscoredInsufficient · 0
$19,58619,187 mi

Miami Lakes, FL

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

Miami Lakes, FL

UnscoredLimited · 5
$19,59649,868 mi

Comparison: 5 similar vehicles

Miami Lakes, FL

2023 BMW i4 35

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

2023 BMW i4 35

Hialeah, FL

UnscoredLimited · 5
$19,80035,218 mi

Comparison: 5 similar vehicles

Hialeah, FL

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

Miami, FL

UnscoredLimited · 13
$19,950150,000 mi

Comparison: 13 similar vehicles

Miami, FL

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

Cutler Bay, FL

Fair PriceModerate · 30
$19,95063,476 mi

Market: $15,999 – $23,000

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Cutler Bay, FL

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

Coral Gables, FL

Fair PriceModerate · 29
$19,99584,735 mi

Market: $15,999 – $23,000

Comparison: 29 similar vehicles

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

Coral Gables, FL

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

Miami, FL

UnscoredLimited · 5
$19,99957,968 mi

Comparison: 5 similar vehicles

Miami, FL

2025 VinFast VF 8 Eco

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

2025 VinFast VF 8 Eco

Hialeah Gardens, FL

Salvage title
$20,000Mileage not verified

Hialeah Gardens, FL

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

Miami, FL

UnscoredInsufficient · 0
$20,48839,284 mi

Miami, FL

2024 Volkswagen ID.4 S

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

2024 Volkswagen ID.4 S

Miami Lakes, FL

UnscoredInsufficient · 0
$20,49134,643 mi

Miami Lakes, FL

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

Princeton, FL

Fair PriceLimited · 18
$20,55078,133 mi

Market: $14,590 – $23,325

Comparison: 18 similar vehicles

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

Princeton, FL

2021 Nissan Leaf SV

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

2021 Nissan Leaf SV

Miami Lakes, FL

UnscoredInsufficient · 0
$20,69910,766 mi

Miami Lakes, FL

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

Miami, FL

Fair PriceModerate · 41
$20,98890,352 mi

Market: $14,899 – $25,999

Comparison: 41 similar vehicles

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

Miami, FL

2022 Tesla Model 3 Long Range

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

2022 Tesla Model 3 Long Range

Opa-locka, FL

Salvage title
$20,99224,439 mi

Opa-locka, FL

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

Miami, FL

UnscoredInsufficient · 3
$20,99593,008 mi

Comparison: 3 similar vehicles

Miami, FL

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Miami, FL

UnscoredInsufficient · 4
$21,08928,361 mi

Comparison: 4 similar vehicles

Miami, FL

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

Palmetto Bay, FL

UnscoredInsufficient · 0
$21,39977,645 mi

Palmetto Bay, FL

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

Doral, FL

Great DealLimited · 12
$21,49541,253 mi

Market: $23,489 – $32,793

Comparison: 12 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 128 days listed (based on current market benchmarks)

Doral, FL

2023 Volkswagen ID.4 S

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

2023 Volkswagen ID.4 S

Miami Lakes, FL

UnscoredInsufficient · 3
$21,49832,538 mi

Comparison: 3 similar vehicles

Miami Lakes, FL

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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