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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 20, 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

266 listings found

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Smithville, MO

UnscoredInsufficient · 0
$13,59445,050 mi

Smithville, MO

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

Kansas City, KS

UnscoredInsufficient · 3
$14,725156,141 mi

Comparison: 3 similar vehicles

Kansas City, KS

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

Kansas City, KS

UnscoredInsufficient · 3
$14,99994,951 mi

Comparison: 3 similar vehicles

Kansas City, KS

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

Kansas City, MO

UnscoredInsufficient · 0
$15,00072,431 mi

Kansas City, MO

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Leavenworth, KS

UnscoredLimited · 7
$15,99019,965 mi

Comparison: 7 similar vehicles

Leavenworth, KS

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

North Kansas City, MO

UnscoredInsufficient · 0
$16,00091,977 mi

North Kansas City, MO

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

Leavenworth, KS

UnscoredLimited · 5
$16,65437,287 mi

Comparison: 5 similar vehicles

Leavenworth, KS

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

Kansas City, KS

UnscoredLimited · 9
$16,998181,335 mi

Comparison: 9 similar vehicles

Kansas City, KS

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

Grain Valley, MO

UnscoredLimited · 6
$17,000114,615 mi

Comparison: 6 similar vehicles

Grain Valley, MO

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

Kansas City, KS

Salvage title
$17,99950,592 mi

Kansas City, KS

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

Blue Springs, MO

Great DealLimited · 10
$18,344110,772 mi

Market: $19,995 – $26,844

Comparison: 10 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 11 days listed (based on current market benchmarks)

Blue Springs, MO

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

Leavenworth, KS

UnscoredInsufficient · 0
$18,48161,122 mi

Leavenworth, KS

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

Kansas City, MO

UnscoredInsufficient · 0
$18,50043,000 mi

Kansas City, MO

2021 Ford Mustang Mach-E Select RWD

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

2021 Ford Mustang Mach-E Select RWD

Gower, MO

UnscoredInsufficient · 0
$19,49981,579 mi

Gower, MO

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

Blue Springs, MO

Fair PriceLimited · 19
$19,544105,534 mi

Market: $15,449 – $24,344

Comparison: 19 similar vehicles

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

Blue Springs, MO

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

Blue Springs, MO

Fair PriceLimited · 19
$19,85766,389 mi

Market: $15,449 – $24,344

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 598 days listed (based on current market benchmarks)

Blue Springs, MO

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

Kansas City, MO

UnscoredLimited · 12
$20,000135,100 mi

Comparison: 12 similar vehicles

Kansas City, MO

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

Gower, MO

UnscoredInsufficient · 3
$20,499100,502 mi

Comparison: 3 similar vehicles

Gower, MO

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Smithville, MO

UnscoredInsufficient · 0
$20,59454,368 mi

Smithville, MO

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

Blue Springs, MO

Fair PriceLimited · 13
$20,90033,680 mi

Market: $20,997 – $21,368

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 10 days listed (based on current market benchmarks)

Blue Springs, MO

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

Leavenworth, KS

UnscoredInsufficient · 0
$20,98013,800 mi

Leavenworth, KS

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

Leavenworth, KS

UnscoredLimited · 9
$20,98029,364 mi

Comparison: 9 similar vehicles

Leavenworth, KS

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

Blue Springs, MO

UnscoredInsufficient · 3
$20,98185,292 mi

Comparison: 3 similar vehicles

Blue Springs, MO

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

Independence, MO

UnscoredLimited · 9
$21,17880,788 mi

Comparison: 9 similar vehicles

Independence, MO

2023 Subaru SOLTERRA Premium

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

2023 Subaru SOLTERRA Premium

Gladstone, MO

UnscoredLimited · 7
$21,18828,155 mi

Comparison: 7 similar vehicles

Gladstone, MO

2024 Nissan ARIYA Engage

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

2024 Nissan ARIYA Engage

Leavenworth, KS

UnscoredInsufficient · 3
$21,40920,949 mi

Comparison: 3 similar vehicles

Leavenworth, KS

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

Smithville, MO

UnscoredInsufficient · 0
$21,56818,450 mi

Smithville, MO

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

Gower, MO

UnscoredInsufficient · 3
$21,79987,992 mi

Comparison: 3 similar vehicles

Gower, MO

2025 Nissan Leaf SV PLUS

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

2025 Nissan Leaf SV PLUS

Kansas City, MO

UnscoredLimited · 6
$21,99615,355 mi

Comparison: 6 similar vehicles

Kansas City, MO

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

Leavenworth, KS

UnscoredLimited · 9
$22,00020,150 mi

Comparison: 9 similar vehicles

Leavenworth, KS

2021 Ford Mustang Mach-E California Route 1 RWD

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

2021 Ford Mustang Mach-E California Route 1 RWD

Blue Springs, MO

UnscoredInsufficient · 0
$22,44752,662 mi

Blue Springs, MO

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

Smithville, MO

UnscoredLimited · 13
$22,47337,359 mi

Comparison: 13 similar vehicles

Smithville, MO

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

Leavenworth, KS

UnscoredLimited · 9
$22,60074,304 mi

Comparison: 9 similar vehicles

Leavenworth, KS

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

Blue Springs, MO

UnscoredLimited · 7
$22,99782,075 mi

Comparison: 7 similar vehicles

Blue Springs, MO

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

Kansas City, MO

UnscoredInsufficient · 0
$23,00027,150 mi

Kansas City, MO

2017 Tesla Model X 100D

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

2017 Tesla Model X 100D

Smithville, MO

UnscoredInsufficient · 0
$23,09993,960 mi

Smithville, MO

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

Blue Springs, MO

UnscoredInsufficient · 0
$23,44149,960 mi

Blue Springs, MO

2023 Subaru SOLTERRA Touring

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

2023 Subaru SOLTERRA Touring

Gladstone, MO

UnscoredInsufficient · 0
$23,44344,742 mi

Gladstone, MO

2022 Ford Mustang Mach-E Premium RWD

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

2022 Ford Mustang Mach-E Premium RWD

Blue Springs, MO

UnscoredInsufficient · 0
$23,77154,832 mi

Blue Springs, MO

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

Smithville, MO

Fair PriceRobust · 54
$23,89915,115 mi

Market: $23,954 – $27,676

Comparison: 54 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 52 days listed (based on current market benchmarks)

Smithville, MO

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

Smithville, MO

Fair PriceRobust · 54
$23,95418,330 mi

Market: $23,899 – $27,676

Comparison: 54 similar vehicles

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

Smithville, MO

2025 Chevrolet Equinox EV 1LT

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

2025 Chevrolet Equinox EV 1LT

Atchison, KS

UnscoredLimited · 10
$23,96320,001 mi

Comparison: 10 similar vehicles

Atchison, KS

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

Smithville, MO

UnscoredModerate · 22
$24,05424,259 mi

Comparison: 22 similar vehicles

Smithville, MO

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

Blue Springs, MO

Fair PriceLimited · 12
$24,34470,259 mi

Market: $18,980 – $24,380

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Blue Springs, MO

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

Blue Springs, MO

OverpricedLimited · 19
$24,34467,039 mi

Market: $15,449 – $23,688

Comparison: 19 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Blue Springs, MO

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Smithville, MO

UnscoredLimited · 8
$24,3699,288 mi

Comparison: 8 similar vehicles

Smithville, MO

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

Smithville, MO

Fair PriceLimited · 13
$24,39435,815 mi

Market: $22,679 – $27,645

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Smithville, MO

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Gladstone, MO

UnscoredInsufficient · 0
$24,39839,261 mi

Gladstone, MO

2024 Polestar 2 Plus

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

2024 Polestar 2 Plus

Leavenworth, KS

UnscoredInsufficient · 0
$24,57021,685 mi

Leavenworth, KS

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

Smithville, MO

Fair PriceModerate · 22
$24,57520,167 mi

Market: $24,054 – $25,294

Comparison: 22 similar vehicles

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

Smithville, MO

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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