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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

1,109 listings found

2013 Nissan LEAF S

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

2013 Nissan LEAF S

Kenneth City, FL

UnscoredInsufficient · 0
$4,00092,643 mi

Kenneth City, FL

2012 Nissan LEAF SL

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

2012 Nissan LEAF SL

Gibsonton, FL

UnscoredInsufficient · 0
$4,00060,131 mi

Gibsonton, FL

2013 Nissan LEAF SL

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

2013 Nissan LEAF SL

Sarasota, FL

UnscoredInsufficient · 0
$4,990126,776 mi

Sarasota, FL

2017 Hyundai Ioniq Base

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

2017 Hyundai Ioniq Base

Tampa, FL

UnscoredInsufficient · 0
$5,495132,033 mi

Tampa, FL

2013 Nissan LEAF S

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

2013 Nissan LEAF S

Arcadia, FL

UnscoredInsufficient · 0
$7,9981,300 mi

Arcadia, FL

2019 Hyundai Ioniq Base

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

2019 Hyundai Ioniq Base

Pinellas Park, FL

UnscoredInsufficient · 0
$9,50030,050 mi

Pinellas Park, FL

2018 Nissan LEAF SV

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

2018 Nissan LEAF SV

Largo, FL

UnscoredInsufficient · 0
$9,99786,736 mi

Largo, FL

2018 Nissan LEAF SL

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

2018 Nissan LEAF SL

Largo, FL

UnscoredInsufficient · 0
$9,99764,212 mi

Largo, FL

2015 Nissan LEAF SL

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

2015 Nissan LEAF SL

Tampa, FL

UnscoredInsufficient · 0
$10,00033,231 mi

Tampa, FL

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

Bradenton, FL

UnscoredInsufficient · 0
$13,98883,277 mi

Bradenton, 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

Tampa, FL

UnscoredLimited · 7
$14,549129,389 mi

Comparison: 7 similar vehicles

Tampa, 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

Tampa, FL

Fair PriceModerate · 34
$14,799103,470 mi

Market: $12,890 – $23,989

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Tampa, FL

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

Arcadia, FL

UnscoredInsufficient · 0
$15,75283,257 mi

Arcadia, FL

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Brandon, FL

UnscoredInsufficient · 4
$15,77715,542 mi

Comparison: 4 similar vehicles

Brandon, FL

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

Ruskin, FL

UnscoredLimited · 13
$15,995129,012 mi

Comparison: 13 similar vehicles

Ruskin, FL

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

Largo, FL

UnscoredInsufficient · 0
$15,99731,061 mi

Largo, FL

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Sarasota, FL

UnscoredInsufficient · 4
$16,90018,419 mi

Comparison: 4 similar vehicles

Sarasota, 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

Port Charlotte, FL

Fair PriceModerate · 40
$17,051101,131 mi

Market: $12,890 – $23,989

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Port Charlotte, FL

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

Sarasota, FL

UnscoredInsufficient · 0
$17,21172,500 mi

Sarasota, FL

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Sarasota, FL

UnscoredInsufficient · 4
$17,50019,417 mi

Comparison: 4 similar vehicles

Sarasota, 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

St. Petersburg, FL

UnscoredLimited · 5
$17,50074,977 mi

Comparison: 5 similar vehicles

St. Petersburg, FL

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

Tampa, FL

UnscoredInsufficient · 0
$17,99065,300 mi

Tampa, FL

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Sarasota, FL

UnscoredInsufficient · 4
$18,00013,910 mi

Comparison: 4 similar vehicles

Sarasota, FL

2018 Tesla Model S 75D

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

2018 Tesla Model S 75D

Bradenton, FL

Fair PriceLimited · 13
$18,477115,246 mi

Market: $16,638 – $27,060

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Bradenton, 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

Tampa, FL

Fair PriceModerate · 34
$18,49982,395 mi

Market: $12,890 – $23,989

Comparison: 34 similar vehicles

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

Tampa, FL

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

Clearwater, FL

UnscoredLimited · 5
$19,00059,927 mi

Comparison: 5 similar vehicles

Clearwater, FL

2022 Chevrolet Bolt EUV LT

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

2022 Chevrolet Bolt EUV LT

Bradenton, FL

UnscoredModerate · 23
$19,19929,827 mi

Comparison: 23 similar vehicles

Bradenton, 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

Tampa, FL

UnscoredLimited · 9
$19,500126,784 mi

Comparison: 9 similar vehicles

Tampa, 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

Port Charlotte, FL

Fair PriceModerate · 40
$19,55170,071 mi

Market: $12,890 – $23,989

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Port Charlotte, FL

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

Clearwater, FL

UnscoredInsufficient · 0
$19,56487,798 mi

Clearwater, 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

Bradenton, FL

UnscoredInsufficient · 3
$19,61572,457 mi

Comparison: 3 similar vehicles

Bradenton, FL

2017 Tesla Model S 60

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

2017 Tesla Model S 60

Clearwater, FL

UnscoredInsufficient · 0
$19,89068,345 mi

Clearwater, 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

Sarasota, FL

UnscoredInsufficient · 4
$19,99565,893 mi

Comparison: 4 similar vehicles

Sarasota, FL

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

Clearwater, FL

UnscoredLimited · 5
$19,99943,186 mi

Comparison: 5 similar vehicles

Clearwater, FL

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

Brandon, FL

UnscoredInsufficient · 0
$20,07279,503 mi

Brandon, FL

2017 Tesla Model S 75

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

2017 Tesla Model S 75

Port Charlotte, FL

UnscoredInsufficient · 3
$20,50076,695 mi

Comparison: 3 similar vehicles

Port Charlotte, 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

Port Charlotte, FL

Fair PriceModerate · 39
$20,55187,878 mi

Market: $15,900 – $24,388

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Port Charlotte, FL

2022 Tesla Model Y Long Range

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

2022 Tesla Model Y Long Range

Pinellas Park, FL

UnscoredLimited · 14
$20,95054,778 mi

Comparison: 14 similar vehicles

Pinellas Park, 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

Tampa, FL

UnscoredInsufficient · 0
$20,99142,565 mi

Tampa, 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

Clearwater, FL

UnscoredInsufficient · 4
$21,25142,761 mi

Comparison: 4 similar vehicles

Clearwater, 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

Tampa, FL

UnscoredLimited · 5
$21,33840,636 mi

Comparison: 5 similar vehicles

Tampa, FL

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Largo, FL

UnscoredInsufficient · 3
$21,40427,175 mi

Comparison: 3 similar vehicles

Largo, FL

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

Punta Gorda, FL

UnscoredInsufficient · 3
$21,55253,884 mi

Comparison: 3 similar vehicles

Punta Gorda, 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

Bradenton, FL

UnscoredInsufficient · 4
$21,59073,420 mi

Comparison: 4 similar vehicles

Bradenton, FL

2023 Hyundai IONIQ 6 SE

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

2023 Hyundai IONIQ 6 SE

Tampa, FL

UnscoredInsufficient · 0
$21,98066,099 mi

Tampa, FL

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

Tampa, FL

UnscoredLimited · 6
$21,98837,191 mi

Comparison: 6 similar vehicles

Tampa, FL

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Clearwater, FL

UnscoredInsufficient · 0
$21,99327,764 mi

Clearwater, 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

Pinellas Park, FL

UnscoredLimited · 9
$21,99967,950 mi

Comparison: 9 similar vehicles

Pinellas Park, FL

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

Bradenton, FL

Fair PriceLimited · 13
$21,999102,523 mi

Market: $13,590 – $25,000

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Bradenton, 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

Clearwater, FL

Fair PriceLimited · 15
$22,08092,013 mi

Market: $21,157 – $88,866

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Clearwater, 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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