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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

168 listings found

2013 Kia Sportage LX

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

2013 Kia Sportage LX

Hilo, HI

UnscoredInsufficient · 0
$6,615150,773 mi

Hilo, HI

2013 Kia Soul Base

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

2013 Kia Soul Base

Hilo, HI

UnscoredInsufficient · 0
$8,49589,176 mi

Hilo, HI

2023 Kia Niro EX

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

2023 Kia Niro EX

Hilo, HI

UnscoredInsufficient · 0
$15,53380,172 mi

Hilo, HI

2023 Kia Rio S

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

2023 Kia Rio S

Hilo, HI

UnscoredInsufficient · 0
$16,96798,912 mi

Hilo, HI

2017 Kia Soul EV +

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

2017 Kia Soul EV +

Hilo, HI

UnscoredInsufficient · 0
$17,98834,463 mi

Hilo, HI

2021 Kia Forte GT

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

2021 Kia Forte GT

Hilo, HI

UnscoredInsufficient · 0
$19,53312,605 mi

Hilo, HI

2025 Kia Soul LX

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

2025 Kia Soul LX

Hilo, HI

OverpricedLimited · 15
$20,97027,859 mi

Market: $18,999 – $19,599

Comparison: 15 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Hilo, HI

2023 Kia Sportage LX

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

2023 Kia Sportage LX

Hilo, HI

Fair PriceLimited · 12
$23,33333,146 mi

Market: $22,900 – $25,533

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Hilo, HI

2025 Kia K5 GT-Line

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

2025 Kia K5 GT-Line

Hilo, HI

UnscoredInsufficient · 0
$25,5337,038 mi

Hilo, HI

2025 Kia Niro EX

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

2025 Kia Niro EX

Hilo, HI

UnscoredInsufficient · 3
$26,0597,097 mi

Comparison: 3 similar vehicles

Hilo, HI

2024 Kia Soul GT-Line

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

2024 Kia Soul GT-Line

Hilo, HI

UnscoredInsufficient · 0
$26,53311,031 mi

Hilo, HI

2023 Kia Niro EX

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

2023 Kia Niro EX

Hilo, HI

UnscoredInsufficient · 0
$26,53325,485 mi

Hilo, HI

2023 Kia Carnival LX Seat Pkg

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

2023 Kia Carnival LX Seat Pkg

Hilo, HI

UnscoredInsufficient · 0
$28,53336,569 mi

Hilo, HI

2023 Kia Carnival LX Seat Pkg

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

2023 Kia Carnival LX Seat Pkg

Hilo, HI

UnscoredInsufficient · 0
$28,99547,121 mi

Hilo, HI

2026 Kia K4 EX

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

2026 Kia K4 EX

Hilo, HI

Fair PriceLimited · 14
$29,250Mileage not verified

Market: $28,345 – $29,645

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Hilo, HI

2026 Kia K4 EX

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

2026 Kia K4 EX

Hilo, HI

Fair PriceLimited · 14
$29,250Mileage not verified

Market: $28,345 – $29,645

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Hilo, HI

2026 Kia K4 EX

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

2026 Kia K4 EX

Hilo, HI

Fair PriceLimited · 14
$29,345Mileage not verified

Market: $28,345 – $29,645

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Hilo, HI

2027 Kia Seltos LX

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

2027 Kia Seltos LX

Hilo, HI

Fair PriceLimited · 13
$29,430Mileage not verified

Market: $28,985 – $30,620

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Hilo, HI

2024 Kia Sportage SX Prestige

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

2024 Kia Sportage SX Prestige

Hilo, HI

UnscoredInsufficient · 0
$29,45329,325 mi

Hilo, HI

2024 Kia Sportage X-Line

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

2024 Kia Sportage X-Line

Hilo, HI

UnscoredInsufficient · 0
$29,7354,538 mi

Hilo, HI

2026 Kia Seltos LX

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

2026 Kia Seltos LX

Hilo, HI

UnscoredInsufficient · 4
$29,885Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2026 Kia Niro LX

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

2026 Kia Niro LX

Hilo, HI

Fair PriceLimited · 10
$30,225Mileage not verified

Market: $29,890 – $30,820

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Hilo, HI

2026 Kia Seltos S

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

2026 Kia Seltos S

Hilo, HI

Unscored
$30,500Mileage not verified

Comparison: 6 similar vehicles

Hilo, HI

2027 Kia Seltos S

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

2027 Kia Seltos S

Hilo, HI

Fair PriceRobust · 109
$30,505Mileage not verified

Market: $30,385 – $37,000

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Hilo, HI

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

Hilo, HI

Fair PriceModerate · 23
$30,650Mileage not verified

Market: $29,155 – $32,745

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Hilo, HI

2026 Kia Niro LX

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

2026 Kia Niro LX

Hilo, HI

Fair PriceLimited · 10
$30,820Mileage not verified

Market: $29,890 – $30,820

Comparison: 10 similar vehicles

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

Hilo, HI

2026 Kia Seltos EX

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

2026 Kia Seltos EX

Hilo, HI

Fair PriceModerate · 27
$30,962Mileage not verified

Market: $28,670 – $35,095

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 255 days listed (based on current market benchmarks)

Hilo, HI

2027 Kia Seltos S

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

2027 Kia Seltos S

Hilo, HI

Fair PriceRobust · 109
$30,970Mileage not verified

Market: $30,385 – $37,000

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Hilo, HI

2027 Kia Seltos S

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

2027 Kia Seltos S

Hilo, HI

Fair PriceRobust · 109
$31,075Mileage not verified

Market: $30,385 – $37,000

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Hilo, HI

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

Hilo, HI

Fair PriceModerate · 23
$31,245Mileage not verified

Market: $29,155 – $32,745

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Hilo, HI

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

Hilo, HI

Fair PriceModerate · 26
$31,515Mileage not verified

Market: $31,685 – $35,400

Comparison: 26 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)

Hilo, HI

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

Hilo, HI

Fair PriceModerate · 26
$31,685Mileage not verified

Market: $31,515 – $35,400

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Hilo, HI

2026 Kia K5 LXS

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

2026 Kia K5 LXS

Hilo, HI

UnscoredInsufficient · 4
$31,720Mileage not verified

Comparison: 4 similar vehicles

Hilo, HI

2027 Kia Seltos S

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

2027 Kia Seltos S

Hilo, HI

Fair PriceRobust · 109
$32,430Mileage not verified

Market: $30,385 – $37,000

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Hilo, HI

2026 Kia Sportage LX

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

2026 Kia Sportage LX

Hilo, HI

Unscored
$32,530Mileage not verified

Comparison: 8 similar vehicles

Hilo, HI

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

Hilo, HI

Fair PriceModerate · 26
$32,605Mileage not verified

Market: $31,515 – $35,400

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Hilo, HI

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

Hilo, HI

Fair PriceModerate · 26
$32,605Mileage not verified

Market: $31,515 – $35,400

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 329 days listed (based on current market benchmarks)

Hilo, HI

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

Hilo, HI

Fair PriceModerate · 26
$32,900Mileage not verified

Market: $31,515 – $35,400

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 420 days listed (based on current market benchmarks)

Hilo, HI

2027 Kia Sportage LX

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

2027 Kia Sportage LX

Hilo, HI

Fair PriceLimited · 12
$33,030Mileage not verified

Market: $33,030 – $34,715

Comparison: 12 similar vehicles

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

Hilo, HI

2024 Kia Sportage X-Line Prestige

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

2024 Kia Sportage X-Line Prestige

Hilo, HI

UnscoredInsufficient · 0
$33,03434,058 mi

Hilo, HI

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Hilo, HI

Fair PriceModerate · 45
$33,180Mileage not verified

Market: $32,385 – $35,240

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Hilo, HI

2027 Kia Seltos S

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

2027 Kia Seltos S

Hilo, HI

Fair PriceRobust · 109
$33,365Mileage not verified

Market: $30,385 – $37,000

Comparison: 109 similar vehicles

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

Hilo, HI

2027 Kia K5 GT-Line

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

2027 Kia K5 GT-Line

Hilo, HI

Fair PriceLimited · 19
$33,530Mileage not verified

Market: $34,000 – $37,805

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Hilo, HI

2025 Kia Sorento S

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

2025 Kia Sorento S

Hilo, HI

UnscoredInsufficient · 0
$33,61526,365 mi

Hilo, HI

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Hilo, HI

Fair PriceModerate · 45
$33,625Mileage not verified

Market: $32,385 – $35,240

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Hilo, HI

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Hilo, HI

Fair PriceModerate · 45
$33,625Mileage not verified

Market: $32,385 – $35,240

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Hilo, HI

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Hilo, HI

Fair PriceModerate · 45
$33,625Mileage not verified

Market: $32,385 – $35,240

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Hilo, HI

2027 Kia Seltos S

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

2027 Kia Seltos S

Hilo, HI

Fair PriceRobust · 109
$33,650Mileage not verified

Market: $30,385 – $37,000

Comparison: 109 similar vehicles

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

Hilo, HI

2027 Kia Seltos S

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

2027 Kia Seltos S

Hilo, HI

Fair PriceRobust · 109
$33,810Mileage not verified

Market: $30,385 – $37,000

Comparison: 109 similar vehicles

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

Hilo, HI

2026 Kia Sportage EX

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

2026 Kia Sportage EX

Hilo, HI

Fair PriceModerate · 37
$34,060Mileage not verified

Market: $33,835 – $36,495

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Hilo, HI

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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