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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 3, 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

50 listings found

2020 Kia Soul LX

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

2020 Kia Soul LX

Key West, FL

UnscoredInsufficient · 0
$15,67315,415 mi

Key West, FL

2024 Kia Seltos S

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

2024 Kia Seltos S

Key West, FL

OverpricedLimited · 11
$24,67312,318 mi

Market: $19,484 – $24,174

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Key West, FL

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Key West, FL

Fair PriceRobust · 372
$26,993148 mi

Market: $23,041 – $27,206

Comparison: 372 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Key West, FL

2024 Kia Sorento S

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

2024 Kia Sorento S

Key West, FL

UnscoredInsufficient · 0
$27,67318,604 mi

Key West, FL

2026 Kia K4 EX

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

2026 Kia K4 EX

Key West, FL

Fair PriceRobust · 250
$28,013Mileage not verified

Market: $23,351 – $29,003

Comparison: 250 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Key West, FL

2026 Kia K4 EX

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

2026 Kia K4 EX

Key West, FL

Fair PriceRobust · 250
$28,013Mileage not verified

Market: $23,351 – $29,003

Comparison: 250 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Key West, FL

2026 Kia K4 GT-Line

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

2026 Kia K4 GT-Line

Key West, FL

Unscored
$30,013Mileage not verified

Comparison: 6 similar vehicles

Key West, FL

2026 Kia K4 GT-Line

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

2026 Kia K4 GT-Line

Key West, FL

Unscored
$30,263Mileage not verified

Comparison: 6 similar vehicles

Key West, FL

2026 Kia K4 GT-Line

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

2026 Kia K4 GT-Line

Key West, FL

Unscored
$31,243Mileage not verified

Comparison: 6 similar vehicles

Key West, FL

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Key West, FL

UnscoredInsufficient · 4
$31,853Mileage not verified

Comparison: 4 similar vehicles

Key West, FL

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Key West, FL

Fair PriceLimited · 14
$32,198Mileage not verified

Market: $31,828 – $35,118

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Key West, FL

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Key West, FL

UnscoredInsufficient · 4
$32,298Mileage not verified

Comparison: 4 similar vehicles

Key West, FL

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Key West, FL

Fair PriceLimited · 14
$32,368Mileage not verified

Market: $31,828 – $35,118

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Key West, FL

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Key West, FL

Fair PriceLimited · 14
$32,618Mileage not verified

Market: $31,828 – $35,118

Comparison: 14 similar vehicles

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

Key West, FL

2026 Kia Sportage LX

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

2026 Kia Sportage LX

Key West, FL

Fair PriceRobust · 78
$32,718Mileage not verified

Market: $27,079 – $33,084

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Key West, FL

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Key West, FL

UnscoredInsufficient · 4
$33,353Mileage not verified

Comparison: 4 similar vehicles

Key West, FL

2026 Kia Sportage EX

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

2026 Kia Sportage EX

Key West, FL

Fair PriceRobust · 457
$34,263Mileage not verified

Market: $28,547 – $37,027

Comparison: 457 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sportage EX

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

2026 Kia Sportage EX

Key West, FL

Fair PriceRobust · 457
$34,263Mileage not verified

Market: $28,547 – $37,027

Comparison: 457 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Key West, FL

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Key West, FL

OverpricedLimited · 14
$35,118Mileage not verified

Market: $31,828 – $34,893

Comparison: 14 similar vehicles

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

Key West, FL

2027 Kia Sportage EX

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

2027 Kia Sportage EX

Key West, FL

Fair PriceRobust · 1394
$35,693Mileage not verified

Market: $30,908 – $35,975

Comparison: 1394 similar vehicles

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

Key West, FL

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Key West, FL

Fair PriceLimited · 10
$35,813Mileage not verified

Market: $35,888 – $36,308

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 76 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Key West, FL

Fair PriceLimited · 10
$35,888Mileage not verified

Market: $35,813 – $36,308

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento LX

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

2026 Kia Sorento LX

Key West, FL

Fair PriceLimited · 10
$35,943Mileage not verified

Market: $35,813 – $36,308

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 187 days listed (based on current market benchmarks)

Key West, FL

2027 Kia Sportage EX Hybrid

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

2027 Kia Sportage EX Hybrid

Key West, FL

Fair PriceRobust · 61
$37,428Mileage not verified

Market: $33,233 – $39,384

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento S

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

2026 Kia Sorento S

Key West, FL

Fair PriceLimited · 10
$38,788Mileage not verified

Market: $38,938 – $41,013

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 118 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento S

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

2026 Kia Sorento S

Key West, FL

Fair PriceLimited · 10
$38,938Mileage not verified

Market: $38,788 – $41,013

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento S

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

2026 Kia Sorento S

Key West, FL

Fair PriceLimited · 10
$40,013Mileage not verified

Market: $38,788 – $41,013

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Sorento S

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

2026 Kia Sorento S

Key West, FL

Fair PriceLimited · 10
$40,013Mileage not verified

Market: $38,788 – $41,013

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Key West, FL

2027 Kia Telluride LX

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

2027 Kia Telluride LX

Key West, FL

Fair PriceModerate · 25
$43,248Mileage not verified

Market: $39,611 – $43,443

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Carnival LXS

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

2026 Kia Carnival LXS

Key West, FL

Fair PriceRobust · 73
$43,928Mileage not verified

Market: $36,637 – $44,247

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Key West, FL

2027 Kia Sportage SX Prestige Hybrid

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

2027 Kia Sportage SX Prestige Hybrid

Key West, FL

OverpricedRobust · 78
$45,048Mileage not verified

Market: $39,615 – $44,763

Comparison: 78 similar vehicles

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

Key West, FL

2026 Kia Carnival EX

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

2026 Kia Carnival EX

Key West, FL

UnscoredInsufficient · 4
$47,078Mileage not verified

Comparison: 4 similar vehicles

Key West, FL

2026 Kia Carnival EX

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

2026 Kia Carnival EX

Key West, FL

UnscoredInsufficient · 4
$47,338Mileage not verified

Comparison: 4 similar vehicles

Key West, FL

2027 Kia Telluride EX

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

2027 Kia Telluride EX

Key West, FL

Fair PriceRobust · 300
$48,533Mileage not verified

Market: $44,422 – $53,733

Comparison: 300 similar vehicles

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

Key West, FL

2026 Kia Carnival SX

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

2026 Kia Carnival SX

Key West, FL

Unscored
$49,978917 mi

Comparison: 6 similar vehicles

Key West, FL

2026 Kia Sorento SX Prestige Hybrid

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

2026 Kia Sorento SX Prestige Hybrid

Key West, FL

Fair PriceModerate · 35
$50,328Mileage not verified

Market: $42,496 – $50,889

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 314 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Carnival SX

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

2026 Kia Carnival SX

Key West, FL

Unscored
$52,218Mileage not verified

Comparison: 6 similar vehicles

Key West, FL

2026 Kia Carnival SX

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

2026 Kia Carnival SX

Key West, FL

Unscored
$52,363Mileage not verified

Comparison: 6 similar vehicles

Key West, FL

2026 Kia Carnival SX

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

2026 Kia Carnival SX

Key West, FL

Unscored
$52,588Mileage not verified

Comparison: 6 similar vehicles

Key West, FL

2026 Kia Sorento EX PHEV

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

2026 Kia Sorento EX PHEV

Key West, FL

Unscored
$53,903Mileage not verified

Comparison: 8 similar vehicles

Key West, FL

2026 Kia Sorento EX PHEV

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

2026 Kia Sorento EX PHEV

Key West, FL

Unscored
$53,903Mileage not verified

Comparison: 8 similar vehicles

Key West, FL

2025 Kia EV6 Wind

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

2025 Kia EV6 Wind

Key West, FL

UnscoredInsufficient · 0
$54,868Mileage not verified

Key West, FL

2027 Kia Telluride SX

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

2027 Kia Telluride SX

Key West, FL

Fair PriceRobust · 270
$55,903Mileage not verified

Market: $46,478 – $56,338

Comparison: 270 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 208 days listed (based on current market benchmarks)

Key West, FL

2027 Kia Telluride SX

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

2027 Kia Telluride SX

Key West, FL

OverpricedRobust · 270
$56,338Mileage not verified

Market: $46,478 – $56,334

Comparison: 270 similar vehicles

Key West, FL

2026 Kia Carnival SX Prestige

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

2026 Kia Carnival SX Prestige

Key West, FL

Fair PriceLimited · 12
$57,118Mileage not verified

Market: $57,413 – $60,068

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 415 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Carnival SX Prestige

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

2026 Kia Carnival SX Prestige

Key West, FL

Fair PriceLimited · 12
$57,568Mileage not verified

Market: $57,118 – $60,068

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Carnival SX Prestige

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

2026 Kia Carnival SX Prestige

Key West, FL

Fair PriceLimited · 12
$57,568Mileage not verified

Market: $57,118 – $60,068

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 227 days listed (based on current market benchmarks)

Key West, FL

2027 Kia Telluride X-Line SX

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

2027 Kia Telluride X-Line SX

Key West, FL

Fair PriceRobust · 252
$58,548Mileage not verified

Market: $52,016 – $60,457

Comparison: 252 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Key West, FL

2027 Kia Telluride X-Line SX

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

2027 Kia Telluride X-Line SX

Key West, FL

Fair PriceRobust · 252
$59,398Mileage not verified

Market: $52,016 – $60,457

Comparison: 252 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Key West, FL

2026 Kia Carnival SX Prestige

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

2026 Kia Carnival SX Prestige

Key West, FL

OverpricedLimited · 12
$60,068Mileage not verified

Market: $57,118 – $59,813

Comparison: 12 similar vehicles

Key West, FL

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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