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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

388 listings found

2016 Nissan LEAF S

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

2016 Nissan LEAF S

Tucson, AZ

UnscoredInsufficient · 0
$3,999107,220 mi

Tucson, AZ

2016 Mitsubishi i-MiEV ES

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

2016 Mitsubishi i-MiEV ES

Tucson, AZ

UnscoredInsufficient · 0
$7,58827,567 mi

Tucson, AZ

2013 Tesla Model S

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

2013 Tesla Model S

Tucson, AZ

UnscoredLimited · 5
$10,90080,462 mi

Comparison: 5 similar vehicles

Tucson, AZ

2014 Tesla Model S

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

2014 Tesla Model S

Tucson, AZ

Fair PriceLimited · 11
$12,999112,116 mi

Market: $11,500 – $16,995

Comparison: 11 similar vehicles

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

Tucson, AZ

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Tucson, AZ

UnscoredInsufficient · 3
$14,79814,071 mi

Comparison: 3 similar vehicles

Tucson, AZ

2021 Nissan Leaf SV

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

2021 Nissan Leaf SV

Tucson, AZ

UnscoredInsufficient · 0
$14,94937,144 mi

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 3
$15,995124,192 mi

Comparison: 3 similar vehicles

Tucson, AZ

2020 Nissan Leaf SL Plus

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

2020 Nissan Leaf SL Plus

Tucson, AZ

UnscoredInsufficient · 0
$16,09822,633 mi

Tucson, AZ

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Tucson, AZ

UnscoredInsufficient · 3
$16,21618,796 mi

Comparison: 3 similar vehicles

Tucson, AZ

2015 Tesla Model S 85D

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

2015 Tesla Model S 85D

Tucson, AZ

UnscoredInsufficient · 0
$16,60068,877 mi

Tucson, AZ

2022 Mazda MX-30 Premium Plus Package

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

2022 Mazda MX-30 Premium Plus Package

Tucson, AZ

UnscoredInsufficient · 0
$17,09827,532 mi

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 3
$17,74590,815 mi

Comparison: 3 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$18,09857,704 mi

Tucson, AZ

2017 Tesla Model S 100D

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

2017 Tesla Model S 100D

Tucson, AZ

UnscoredInsufficient · 0
$18,233124,904 mi

Tucson, AZ

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

Tucson, AZ

UnscoredLimited · 9
$18,68447,207 mi

Comparison: 9 similar vehicles

Tucson, AZ

2023 Mazda MX-30 Premium Plus Package

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

2023 Mazda MX-30 Premium Plus Package

Tucson, AZ

UnscoredInsufficient · 0
$19,37025,458 mi

Tucson, AZ

2022 Volvo XC40 Ultimate

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

2022 Volvo XC40 Ultimate

Tucson, AZ

UnscoredInsufficient · 0
$19,48972,531 mi

Tucson, AZ

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

Tucson, AZ

UnscoredLimited · 11
$19,50348,390 mi

Comparison: 11 similar vehicles

Tucson, AZ

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Tucson, AZ

Fair PriceLimited · 15
$20,07229,328 mi

Market: $20,072 – $23,072

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Tucson, AZ

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

Tucson, AZ

Fair PriceLimited · 18
$20,10986,414 mi

Market: $14,494 – $22,249

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$20,44529,145 mi

Tucson, AZ

2023 Chevrolet Bolt EUV Premier

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

2023 Chevrolet Bolt EUV Premier

Tucson, AZ

UnscoredInsufficient · 4
$20,47981,261 mi

Comparison: 4 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredLimited · 7
$20,57227,959 mi

Comparison: 7 similar vehicles

Tucson, AZ

2021 Volkswagen ID.4 1st Edition

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

2021 Volkswagen ID.4 1st Edition

Tucson, AZ

UnscoredInsufficient · 0
$20,85633,811 mi

Tucson, AZ

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

Tucson, AZ

Fair PriceModerate · 20
$21,21991,165 mi

Market: $17,995 – $27,848

Comparison: 20 similar vehicles

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

Tucson, AZ

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Tucson, AZ

UnscoredInsufficient · 0
$21,49845,172 mi

Tucson, AZ

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

Tucson, AZ

Fair PriceLimited · 11
$21,50070,548 mi

Market: $21,219 – $27,848

Comparison: 11 similar vehicles

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

Tucson, AZ

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Tucson, AZ

Fair PriceLimited · 17
$21,57215,342 mi

Market: $20,990 – $23,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 4
$21,580114,418 mi

Comparison: 4 similar vehicles

Tucson, AZ

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

Tucson, AZ

Fair PriceModerate · 24
$21,77787,639 mi

Market: $16,995 – $23,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Tucson, AZ

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

Tucson, AZ

UnscoredLimited · 8
$21,99824,644 mi

Comparison: 8 similar vehicles

Tucson, AZ

2022 Hyundai IONIQ 5 SE

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

2022 Hyundai IONIQ 5 SE

Tucson, AZ

UnscoredInsufficient · 0
$21,99849,733 mi

Tucson, AZ

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

Tucson, AZ

UnscoredInsufficient · 0
$22,50146,099 mi

Tucson, AZ

2024 Hyundai IONIQ 5 SE

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

2024 Hyundai IONIQ 5 SE

Tucson, AZ

UnscoredLimited · 5
$22,51721,908 mi

Comparison: 5 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$22,59620,951 mi

Tucson, AZ

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

Tucson, AZ

Fair PriceModerate · 20
$22,67565,033 mi

Market: $13,995 – $23,064

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Tucson, AZ

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Tucson, AZ

UnscoredInsufficient · 3
$22,94549,885 mi

Comparison: 3 similar vehicles

Tucson, AZ

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

Tucson, AZ

Fair PriceModerate · 24
$22,99595,344 mi

Market: $16,995 – $23,998

Comparison: 24 similar vehicles

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

Tucson, AZ

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Tucson, AZ

UnscoredLimited · 9
$22,99822,999 mi

Comparison: 9 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredLimited · 5
$22,99837,832 mi

Comparison: 5 similar vehicles

Tucson, AZ

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

Tucson, AZ

OverpricedModerate · 20
$23,06481,250 mi

Market: $13,995 – $22,998

Comparison: 20 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredLimited · 10
$23,20178,952 mi

Comparison: 10 similar vehicles

Tucson, AZ

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

Tucson, AZ

UnscoredInsufficient · 0
$23,56931,489 mi

Tucson, AZ

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Tucson, AZ

UnscoredLimited · 5
$23,57229,135 mi

Comparison: 5 similar vehicles

Tucson, AZ

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

Tucson, AZ

Fair PriceLimited · 10
$23,57229,198 mi

Market: $23,072 – $26,617

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Tucson, AZ

2023 Polestar 2 Plus

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

2023 Polestar 2 Plus

Tucson, AZ

UnscoredInsufficient · 0
$23,59835,482 mi

Tucson, AZ

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Tucson, AZ

UnscoredLimited · 5
$23,67224,038 mi

Comparison: 5 similar vehicles

Tucson, AZ

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Tucson, AZ

UnscoredInsufficient · 3
$23,87231,930 mi

Comparison: 3 similar vehicles

Tucson, AZ

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Tucson, AZ

UnscoredInsufficient · 0
$23,90433,511 mi

Tucson, AZ

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

Tucson, AZ

Fair PriceModerate · 26
$23,98396,244 mi

Market: $13,995 – $26,583

Comparison: 26 similar vehicles

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

Tucson, AZ

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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