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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

107 listings found

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

Fargo, ND

UnscoredInsufficient · 0
$14,799123,711 mi

Fargo, ND

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

Fargo, ND

UnscoredInsufficient · 0
$16,979154,902 mi

Fargo, ND

2016 Tesla Model S 60D

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

2016 Tesla Model S 60D

Moorhead, MN

UnscoredInsufficient · 0
$16,999119,777 mi

Moorhead, MN

2021 Audi e-tron Premium

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

2021 Audi e-tron Premium

Fargo, ND

UnscoredInsufficient · 0
$18,58993,577 mi

Fargo, ND

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

Fargo, ND

UnscoredInsufficient · 0
$18,96999,318 mi

Fargo, ND

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

Fargo, ND

UnscoredInsufficient · 0
$19,48936,657 mi

Fargo, ND

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

Fargo, ND

UnscoredInsufficient · 0
$21,98940,528 mi

Fargo, ND

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Detroit Lakes, MN

UnscoredInsufficient · 0
$22,24437,882 mi

Detroit Lakes, MN

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

Fargo, ND

UnscoredInsufficient · 0
$22,989123,260 mi

Fargo, ND

2018 Tesla Model X 75D

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

2018 Tesla Model X 75D

Fargo, ND

UnscoredInsufficient · 0
$23,189107,777 mi

Fargo, ND

2023 Hyundai IONIQ 5 SEL

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

2023 Hyundai IONIQ 5 SEL

Fargo, ND

UnscoredInsufficient · 0
$24,59940,254 mi

Fargo, ND

2021 Ford Mustang Mach-E Select AWD

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

2021 Ford Mustang Mach-E Select AWD

Fargo, ND

UnscoredInsufficient · 0
$24,69925,106 mi

Fargo, ND

2024 Toyota bZ4X Limited

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

2024 Toyota bZ4X Limited

Fargo, ND

UnscoredInsufficient · 0
$27,19919,158 mi

Fargo, ND

2022 Tesla Model Y Performance

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

2022 Tesla Model Y Performance

Fargo, ND

UnscoredInsufficient · 0
$30,29992,005 mi

Fargo, ND

2024 Hyundai IONIQ 5 Disney100 Platinum

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

2024 Hyundai IONIQ 5 Disney100 Platinum

Fargo, ND

UnscoredInsufficient · 0
$31,28917,212 mi

Fargo, ND

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Fargo, ND

UnscoredInsufficient · 0
$31,83455,106 mi

Fargo, ND

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Fargo, ND

UnscoredInsufficient · 0
$31,98952,182 mi

Fargo, ND

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

Fargo, ND

UnscoredInsufficient · 0
$32,56952,695 mi

Fargo, ND

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Fargo, ND

UnscoredInsufficient · 0
$35,32235,608 mi

Fargo, ND

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Fargo, ND

UnscoredInsufficient · 0
$35,8496,266 mi

Fargo, ND

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Fargo, ND

Unscored
$36,120Mileage not verified

Comparison: 9 similar vehicles

Fargo, ND

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Fargo, ND

UnscoredInsufficient · 0
$36,6993,685 mi

Fargo, ND

2026 Ford Mustang Mach-E Select AWD

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

2026 Ford Mustang Mach-E Select AWD

Fargo, ND

UnscoredInsufficient · 4
$39,581Mileage not verified

Comparison: 4 similar vehicles

Fargo, ND

2023 Ford F-150 Lightning Lariat

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

2023 Ford F-150 Lightning Lariat

Fargo, ND

UnscoredInsufficient · 0
$39,99976,943 mi

Fargo, ND

2025 Tesla Model 3 Long Range

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

2025 Tesla Model 3 Long Range

Fargo, ND

UnscoredInsufficient · 0
$41,7999,062 mi

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 28
$42,604Mileage not verified

Market: $41,477 – $45,829

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fergus Falls, MN

Fair PriceLimited · 11
$42,682Mileage not verified

Market: $42,264 – $43,872

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Fergus Falls, MN

2021 Tesla Model S Plaid

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

2021 Tesla Model S Plaid

Fargo, ND

Salvage title
$42,90075,000 mi

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 28
$43,188Mileage not verified

Market: $41,477 – $45,829

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 28
$43,308Mileage not verified

Market: $41,477 – $45,829

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 28
$43,308Mileage not verified

Market: $41,477 – $45,829

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 27
$43,338Mileage not verified

Market: $41,477 – $45,829

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 27
$43,352Mileage not verified

Market: $41,477 – $45,829

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 28
$43,575Mileage not verified

Market: $41,477 – $45,829

Comparison: 28 similar vehicles

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

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 28
$43,702Mileage not verified

Market: $41,477 – $45,829

Comparison: 28 similar vehicles

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

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 27
$44,036Mileage not verified

Market: $41,477 – $45,829

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 28
$44,278Mileage not verified

Market: $41,477 – $45,829

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 28
$44,492Mileage not verified

Market: $41,477 – $45,829

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 27
$44,511Mileage not verified

Market: $41,477 – $45,829

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Fargo, ND

2022 Rivian R1T Adventure

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

2022 Rivian R1T Adventure

Fargo, ND

UnscoredInsufficient · 0
$45,19954,086 mi

Fargo, ND

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Fargo, ND

Fair PriceModerate · 28
$45,427Mileage not verified

Market: $41,477 – $45,829

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Fargo, ND

2026 Ford Mustang Mach-E Select AWD

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

2026 Ford Mustang Mach-E Select AWD

Fargo, ND

UnscoredInsufficient · 0
$47,456Mileage not verified

Fargo, ND

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

Fargo, ND

Unscored
$47,760Mileage not verified

Comparison: 8 similar vehicles

Fargo, ND

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Fargo, ND

UnscoredInsufficient · 3
$47,809Mileage not verified

Comparison: 3 similar vehicles

Fargo, ND

2026 Honda Prologue Touring

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

2026 Honda Prologue Touring

Fargo, ND

UnscoredInsufficient · 3
$48,254Mileage not verified

Comparison: 3 similar vehicles

Fargo, ND

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

Fargo, ND

Unscored
$48,302Mileage not verified

Comparison: 9 similar vehicles

Fargo, ND

2026 Honda Prologue Touring

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

2026 Honda Prologue Touring

Fargo, ND

UnscoredInsufficient · 3
$48,349Mileage not verified

Comparison: 3 similar vehicles

Fargo, ND

2026 Honda Prologue Touring

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

2026 Honda Prologue Touring

Fargo, ND

UnscoredInsufficient · 0
$48,349Mileage not verified

Fargo, ND

2027 Toyota bZ Limited

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

2027 Toyota bZ Limited

Fargo, ND

UnscoredInsufficient · 4
$48,639Mileage not verified

Comparison: 4 similar vehicles

Fargo, ND

2026 Volkswagen ID.4 PRO S

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

2026 Volkswagen ID.4 PRO S

Fargo, ND

UnscoredInsufficient · 0
$48,777Mileage not verified

Fargo, ND

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.
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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