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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 4, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

188 listings found

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Bedford, OH

Great DealLimited · 14
$20,14329,327 mi

Market: $23,590 – $26,990

Comparison: 14 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 89 days listed (based on current market benchmarks)

Bedford, OH

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

Cincinnati, OH

UnscoredInsufficient · 4
$20,948118,872 mi

Comparison: 4 similar vehicles

Cincinnati, OH

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

Akron, OH

UnscoredInsufficient · 0
$21,99568,131 mi

Akron, OH

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

North Canton, OH

UnscoredInsufficient · 0
$22,39841,844 mi

North Canton, OH

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Cleveland, OH

UnscoredInsufficient · 0
$23,19840,285 mi

Cleveland, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Columbus, OH

UnscoredInsufficient · 0
$23,29815,079 mi

Columbus, OH

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

Groveport, OH

Unscored
$23,44317,070 mi

Comparison: 9 similar vehicles

Groveport, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Heath, OH

Unscored
$23,59026,248 mi

Comparison: 9 similar vehicles

Heath, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Maumee, OH

UnscoredInsufficient · 3
$23,89632,747 mi

Comparison: 3 similar vehicles

Maumee, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Maumee, OH

Fair PriceModerate · 27
$23,89629,326 mi

Market: $20,143 – $30,408

Comparison: 27 similar vehicles

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

Maumee, OH

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

Elyria, OH

Fair PriceModerate · 31
$23,93316,535 mi

Market: $23,443 – $26,441

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Elyria, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Trenton, OH

UnscoredInsufficient · 3
$23,99037,226 mi

Comparison: 3 similar vehicles

Trenton, OH

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

Milford, OH

Fair PriceLimited · 14
$23,99521,144 mi

Market: $23,701 – $25,118

Comparison: 14 similar vehicles

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

Milford, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Elyria, OH

UnscoredInsufficient · 3
$24,43622,103 mi

Comparison: 3 similar vehicles

Elyria, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Cleveland, OH

UnscoredInsufficient · 3
$24,45021,661 mi

Comparison: 3 similar vehicles

Cleveland, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Parma, OH

Unscored
$24,6979,424 mi

Comparison: 7 similar vehicles

Parma, OH

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

Cleveland, OH

UnscoredInsufficient · 3
$24,92518,546 mi

Comparison: 3 similar vehicles

Cleveland, OH

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

Heath, OH

Fair PriceLimited · 17
$24,95116,526 mi

Market: $23,443 – $26,441

Comparison: 17 similar vehicles

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

Heath, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Heath, OH

UnscoredInsufficient · 3
$24,99034,575 mi

Comparison: 3 similar vehicles

Heath, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Trenton, OH

Fair PriceModerate · 22
$24,99028,580 mi

Market: $23,297 – $26,998

Comparison: 22 similar vehicles

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

Trenton, OH

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

Cuyahoga Falls, OH

UnscoredInsufficient · 3
$24,99810,369 mi

Comparison: 3 similar vehicles

Cuyahoga Falls, OH

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Parma, OH

Great DealModerate · 28
$25,24732,539 mi

Market: $26,044 – $29,198

Comparison: 28 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 41 days listed (based on current market benchmarks)

Parma, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

North Canton, OH

Fair PriceLimited · 17
$25,32329,806 mi

Market: $20,143 – $26,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

North Canton, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Columbus, OH

Unscored
$25,34824,168 mi

Comparison: 9 similar vehicles

Columbus, OH

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

North Canton, OH

UnscoredInsufficient · 0
$25,39843,767 mi

North Canton, OH

2022 Kia EV6 GT-Line

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

2022 Kia EV6 GT-Line

Brecksville, OH

UnscoredInsufficient · 0
$25,43819,858 mi

Brecksville, OH

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Streetsboro, OH

UnscoredInsufficient · 3
$25,44717,178 mi

Comparison: 3 similar vehicles

Streetsboro, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Lorain, OH

UnscoredInsufficient · 3
$25,59030,791 mi

Comparison: 3 similar vehicles

Lorain, OH

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

Dayton, OH

Fair PriceModerate · 24
$25,88816,981 mi

Market: $23,443 – $26,441

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Dayton, OH

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Brecksville, OH

Fair PriceModerate · 29
$26,04431,539 mi

Market: $25,247 – $29,198

Comparison: 29 similar vehicles

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

Brecksville, OH

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

Columbus, OH

UnscoredInsufficient · 0
$26,1936,001 mi

Columbus, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Columbus, OH

UnscoredInsufficient · 3
$26,44021,581 mi

Comparison: 3 similar vehicles

Columbus, OH

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

Columbus, OH

OverpricedLimited · 12
$26,44119,955 mi

Market: $23,443 – $24,951

Comparison: 12 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Columbus, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Cleveland, OH

UnscoredInsufficient · 4
$26,49814,638 mi

Comparison: 4 similar vehicles

Cleveland, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Columbus, OH

UnscoredInsufficient · 4
$26,56421,889 mi

Comparison: 4 similar vehicles

Columbus, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Columbus, OH

UnscoredInsufficient · 4
$26,76421,081 mi

Comparison: 4 similar vehicles

Columbus, OH

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Fairfield, OH

UnscoredInsufficient · 0
$26,90045,292 mi

Fairfield, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Heath, OH

Unscored
$26,99020,675 mi

Comparison: 9 similar vehicles

Heath, OH

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Lorain, OH

UnscoredInsufficient · 3
$26,99024,710 mi

Comparison: 3 similar vehicles

Lorain, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Columbus, OH

Fair PriceLimited · 17
$27,36414,929 mi

Market: $26,498 – $33,995

Comparison: 17 similar vehicles

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

Columbus, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Heath, OH

UnscoredInsufficient · 4
$27,59021,658 mi

Comparison: 4 similar vehicles

Heath, OH

2023 Kia EV6 GT

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

2023 Kia EV6 GT

Heath, OH

UnscoredInsufficient · 0
$27,99060,301 mi

Heath, OH

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Beavercreek, OH

UnscoredInsufficient · 3
$28,04934,538 mi

Comparison: 3 similar vehicles

Beavercreek, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Lorain, OH

UnscoredInsufficient · 4
$28,59018,021 mi

Comparison: 4 similar vehicles

Lorain, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Lorain, OH

UnscoredInsufficient · 3
$28,59023,866 mi

Comparison: 3 similar vehicles

Lorain, OH

2024 Kia EV6 GT-Line

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

2024 Kia EV6 GT-Line

Cleveland, OH

Unscored
$28,63712,868 mi

Comparison: 7 similar vehicles

Cleveland, OH

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Chillicothe, OH

OverpricedLimited · 12
$28,80037,390 mi

Market: $25,247 – $28,049

Comparison: 12 similar vehicles

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

Chillicothe, OH

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Heath, OH

UnscoredInsufficient · 4
$28,99022,177 mi

Comparison: 4 similar vehicles

Heath, OH

2024 Kia EV6 GT-Line

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

2024 Kia EV6 GT-Line

Trenton, OH

Unscored
$28,99024,486 mi

Comparison: 16 similar vehicles

Trenton, OH

2024 Kia EV6 GT-Line

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

2024 Kia EV6 GT-Line

Brecksville, OH

Fair PriceLimited · 13
$29,09422,442 mi

Market: $29,396 – $32,948

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 5 days listed (based on current market benchmarks)

Brecksville, OH

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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