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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

62 listings found

2012 Mitsubishi i-MiEV ES

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

2012 Mitsubishi i-MiEV ES

Louisville, KY

UnscoredInsufficient · 0
$4,194104,386 mi

Louisville, KY

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

Louisville, KY

UnscoredLimited · 12
$12,300162,431 mi

Comparison: 12 similar vehicles

Louisville, KY

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

Louisville, KY

UnscoredLimited · 7
$13,300140,768 mi

Comparison: 7 similar vehicles

Louisville, KY

2017 Chevrolet Bolt EV LT

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

2017 Chevrolet Bolt EV LT

Corydon, IN

UnscoredInsufficient · 0
$13,65053,445 mi

Corydon, IN

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

Louisville, KY

UnscoredLimited · 7
$14,700111,111 mi

Comparison: 7 similar vehicles

Louisville, KY

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

Louisville, KY

UnscoredLimited · 7
$15,000130,515 mi

Comparison: 7 similar vehicles

Louisville, KY

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

Louisville, KY

Fair PriceModerate · 31
$16,00081,724 mi

Market: $14,499 – $24,983

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Louisville, KY

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

Louisville, KY

Fair PriceLimited · 12
$17,000118,797 mi

Market: $12,300 – $25,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Louisville, KY

2023 Tesla Model Y Performance

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

2023 Tesla Model Y Performance

Louisville, KY

UnscoredLimited · 6
$21,850150,943 mi

Comparison: 6 similar vehicles

Louisville, KY

2024 Tesla Model Y Long Range

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

2024 Tesla Model Y Long Range

Louisville, KY

UnscoredLimited · 8
$23,20064,384 mi

Comparison: 8 similar vehicles

Louisville, KY

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

Louisville, KY

Fair PriceLimited · 12
$23,99974,395 mi

Market: $12,300 – $25,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Louisville, KY

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

Brooks, KY

UnscoredLimited · 5
$24,89517,892 mi

Comparison: 5 similar vehicles

Brooks, KY

2024 Chevrolet Equinox EV Launch Edition

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

2024 Chevrolet Equinox EV Launch Edition

Elizabethtown, KY

UnscoredInsufficient · 3
$24,99913,600 mi

Comparison: 3 similar vehicles

Elizabethtown, KY

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

Louisville, KY

UnscoredInsufficient · 0
$25,00016,601 mi

Louisville, KY

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

Corydon, IN

UnscoredInsufficient · 0
$25,0507,897 mi

Corydon, IN

2025 Chevrolet Equinox EV RS

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

2025 Chevrolet Equinox EV RS

Louisville, KY

UnscoredInsufficient · 0
$25,549216,552 mi

Louisville, KY

2024 Chevrolet Equinox EV RS

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

2024 Chevrolet Equinox EV RS

Louisville, KY

Fair PriceLimited · 13
$25,63716,157 mi

Market: $24,141 – $27,494

Comparison: 13 similar vehicles

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

Louisville, KY

2021 Tesla Model Y Performance

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

2021 Tesla Model Y Performance

Louisville, KY

UnscoredLimited · 5
$25,994117,141 mi

Comparison: 5 similar vehicles

Louisville, KY

2024 Kia EV6 Light L/R

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

2024 Kia EV6 Light L/R

Elizabethtown, KY

UnscoredLimited · 5
$26,29923,485 mi

Comparison: 5 similar vehicles

Elizabethtown, KY

2025 Chevrolet Blazer EV LT

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

2025 Chevrolet Blazer EV LT

Louisville, KY

UnscoredLimited · 7
$26,49917,455 mi

Comparison: 7 similar vehicles

Louisville, KY

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

Elizabethtown, KY

Fair PriceLimited · 12
$26,99643,686 mi

Market: $22,700 – $30,698

Comparison: 12 similar vehicles

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

Elizabethtown, KY

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

Owensboro, KY

UnscoredInsufficient · 3
$26,99991,998 mi

Comparison: 3 similar vehicles

Owensboro, KY

2025 Chevrolet Blazer EV LT

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

2025 Chevrolet Blazer EV LT

Greenville, IN

UnscoredInsufficient · 0
$27,24530,125 mi

Greenville, IN

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

Brandenburg, KY

OverpricedRobust · 76
$27,34720,557 mi

Market: $22,200 – $26,990

Comparison: 76 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Brandenburg, KY

2024 Chevrolet Equinox EV Launch Edition

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

2024 Chevrolet Equinox EV Launch Edition

Brandenburg, KY

UnscoredLimited · 5
$27,44919,587 mi

Comparison: 5 similar vehicles

Brandenburg, KY

2023 Ford Mustang Mach-E Select AWD

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

2023 Ford Mustang Mach-E Select AWD

Brandenburg, KY

UnscoredInsufficient · 0
$27,79831,484 mi

Brandenburg, KY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Louisville, KY

Fair PriceLimited · 14
$29,370Mileage not verified

Market: $27,527 – $31,194

Comparison: 14 similar vehicles

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

Louisville, KY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Louisville, KY

Fair PriceLimited · 14
$29,494Mileage not verified

Market: $27,527 – $31,194

Comparison: 14 similar vehicles

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

Louisville, KY

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

Radcliff, KY

Fair PriceModerate · 30
$31,48922,232 mi

Market: $28,500 – $33,354

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Radcliff, KY

2023 Ford Mustang Mach-E Premium RWD

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

2023 Ford Mustang Mach-E Premium RWD

Louisville, KY

UnscoredInsufficient · 0
$32,09525,646 mi

Louisville, KY

2024 Ford Mustang Mach-E Premium AWD

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

2024 Ford Mustang Mach-E Premium AWD

Louisville, KY

UnscoredInsufficient · 0
$34,08933,985 mi

Louisville, KY

2023 Ford E-Transit Cargo Van Base

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

2023 Ford E-Transit Cargo Van Base

Elizabethtown, KY

UnscoredInsufficient · 4
$34,724151 mi

Comparison: 4 similar vehicles

Elizabethtown, KY

2025 Ford Mustang Mach-E Premium RWD

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

2025 Ford Mustang Mach-E Premium RWD

Brandenburg, KY

Fair PriceLimited · 10
$35,0003,616 mi

Market: $34,000 – $35,968

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Brandenburg, KY

2019 Tesla Model X Base

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

2019 Tesla Model X Base

Owensboro, KY

UnscoredInsufficient · 0
$35,99959,360 mi

Owensboro, KY

2026 Chevrolet Equinox EV 1LT

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

2026 Chevrolet Equinox EV 1LT

Corydon, IN

Fair PriceRobust · 80
$38,835Mileage not verified

Market: $30,770 – $40,268

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Corydon, IN

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Louisville, KY

UnscoredLimited · 5
$39,496Mileage not verified

Comparison: 5 similar vehicles

Louisville, KY

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Louisville, KY

UnscoredLimited · 6
$40,899Mileage not verified

Comparison: 6 similar vehicles

Louisville, KY

2026 Chevrolet Equinox EV 2LT

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

2026 Chevrolet Equinox EV 2LT

Elizabethtown, KY

Fair PriceRobust · 95
$40,971Mileage not verified

Market: $36,825 – $52,664

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 351 days listed (based on current market benchmarks)

Elizabethtown, KY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Elizabethtown, KY

Fair PriceModerate · 33
$42,132Mileage not verified

Market: $40,016 – $44,609

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Elizabethtown, KY

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Louisville, KY

UnscoredLimited · 7
$42,888Mileage not verified

Comparison: 7 similar vehicles

Louisville, KY

2025 Ford Mustang Mach-E GT AWD

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

2025 Ford Mustang Mach-E GT AWD

Louisville, KY

Fair PriceModerate · 23
$44,38513,740 mi

Market: $39,800 – $44,398

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Louisville, KY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Elizabethtown, KY

Fair PriceModerate · 47
$45,830Mileage not verified

Market: $44,493 – $49,899

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Elizabethtown, KY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Louisville, KY

UnscoredLimited · 6
$46,182Mileage not verified

Comparison: 6 similar vehicles

Louisville, KY

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

Louisville, KY

UnscoredInsufficient · 3
$47,474Mileage not verified

Comparison: 3 similar vehicles

Louisville, KY

2026 Honda Prologue Touring

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

2026 Honda Prologue Touring

Louisville, KY

UnscoredLimited · 6
$47,589Mileage not verified

Comparison: 6 similar vehicles

Louisville, KY

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

Owensboro, KY

Fair PriceModerate · 20
$47,919Mileage not verified

Market: $46,553 – $51,314

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Owensboro, KY

2026 Toyota bZ Woodland Premium

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

2026 Toyota bZ Woodland Premium

Elizabethtown, KY

Fair PriceRobust · 50
$47,924Mileage not verified

Market: $47,504 – $52,845

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Elizabethtown, KY

2026 Toyota bZ Woodland Premium

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

2026 Toyota bZ Woodland Premium

Louisville, KY

UnscoredLimited · 7
$47,969Mileage not verified

Comparison: 7 similar vehicles

Louisville, KY

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

Louisville, KY

UnscoredLimited · 5
$49,219Mileage not verified

Comparison: 5 similar vehicles

Louisville, KY

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Louisville, KY

UnscoredLimited · 6
$49,574Mileage not verified

Comparison: 6 similar vehicles

Louisville, KY

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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