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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

146 listings found

2017 Kia Forte5 LX

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

2017 Kia Forte5 LX

Santa Fe, NM

UnscoredInsufficient · 0
$8,995107,012 mi

Santa Fe, NM

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Santa Fe, NM

UnscoredInsufficient · 0
$9,371128,795 mi

Santa Fe, NM

2016 Kia Optima EX

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

2016 Kia Optima EX

Santa Fe, NM

UnscoredInsufficient · 0
$12,63459,815 mi

Santa Fe, NM

2015 Kia Sportage EX

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

2015 Kia Sportage EX

Santa Fe, NM

UnscoredInsufficient · 0
$13,17578,597 mi

Santa Fe, NM

2019 Kia Sportage EX

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

2019 Kia Sportage EX

Santa Fe, NM

UnscoredInsufficient · 0
$15,71793,000 mi

Santa Fe, NM

2020 Kia Optima EX Hybrid

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

2020 Kia Optima EX Hybrid

Santa Fe, NM

UnscoredInsufficient · 0
$15,99887,055 mi

Santa Fe, NM

2020 Kia Optima LX

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

2020 Kia Optima LX

Santa Fe, NM

UnscoredInsufficient · 0
$16,99858,932 mi

Santa Fe, NM

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Santa Fe, NM

Unscored
$16,99852,828 mi

Comparison: 5 similar vehicles

Santa Fe, NM

2021 Kia K5 GT-Line

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

2021 Kia K5 GT-Line

Santa Fe, NM

Fair PriceLimited · 10
$19,01092,342 mi

Market: $16,500 – $21,677

Comparison: 10 similar vehicles

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

Santa Fe, NM

2021 Kia K5 GT-Line

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

2021 Kia K5 GT-Line

Santa Fe, NM

UnscoredInsufficient · 4
$19,15092,403 mi

Comparison: 4 similar vehicles

Santa Fe, NM

2021 Kia Telluride EX

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

2021 Kia Telluride EX

Santa Fe, NM

Unscored
$19,728137,631 mi

Comparison: 5 similar vehicles

Santa Fe, NM

2024 Kia Seltos S

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

2024 Kia Seltos S

Santa Fe, NM

UnscoredInsufficient · 0
$20,06532,901 mi

Santa Fe, NM

2026 Kia Seltos LX

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

2026 Kia Seltos LX

Santa Fe, NM

Unscored
$20,99819,470 mi

Comparison: 6 similar vehicles

Santa Fe, NM

2025 Kia Niro LX

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

2025 Kia Niro LX

Santa Fe, NM

UnscoredInsufficient · 0
$22,10034,553 mi

Santa Fe, NM

2022 Kia K5 GT-Line

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

2022 Kia K5 GT-Line

Santa Fe, NM

Unscored
$22,50066,095 mi

Comparison: 5 similar vehicles

Santa Fe, NM

2025 Kia Niro LX

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

2025 Kia Niro LX

Santa Fe, NM

UnscoredInsufficient · 0
$22,64029,234 mi

Santa Fe, NM

2023 Kia Forte GT-Line

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

2023 Kia Forte GT-Line

Santa Fe, NM

Unscored
$23,43040,541 mi

Comparison: 5 similar vehicles

Santa Fe, NM

2026 Kia Sportage LX

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

2026 Kia Sportage LX

Santa Fe, NM

OverpricedModerate · 28
$23,99820,530 mi

Market: $21,545 – $22,787

Comparison: 28 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Santa Fe, NM

2027 Kia K4 LXS

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

2027 Kia K4 LXS

Santa Fe, NM

Fair PriceRobust · 75
$25,829Mileage not verified

Market: $25,060 – $29,724

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Santa Fe, NM

2027 Kia K4 LXS

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

2027 Kia K4 LXS

Santa Fe, NM

Fair PriceRobust · 75
$25,829Mileage not verified

Market: $25,060 – $29,724

Comparison: 75 similar vehicles

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

Santa Fe, NM

2027 Kia K4 EX

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

2027 Kia K4 EX

Santa Fe, NM

Fair PriceModerate · 27
$26,434Mileage not verified

Market: $26,060 – $27,379

Comparison: 27 similar vehicles

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

Santa Fe, NM

2022 Kia Sorento SX

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

2022 Kia Sorento SX

Santa Fe, NM

Unscored
$26,75037,537 mi

Comparison: 5 similar vehicles

Santa Fe, NM

2027 Kia K4 EX

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

2027 Kia K4 EX

Santa Fe, NM

Fair PriceModerate · 27
$26,934Mileage not verified

Market: $26,060 – $27,379

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Santa Fe, NM

2026 Kia Niro LX

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

2026 Kia Niro LX

Santa Fe, NM

UnscoredInsufficient · 0
$27,984Mileage not verified

Santa Fe, NM

2024 Kia Sorento S

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

2024 Kia Sorento S

Santa Fe, NM

UnscoredInsufficient · 0
$29,00041,160 mi

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Great DealLimited · 16
$29,369Mileage not verified

Market: $30,599 – $33,964

Comparison: 16 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 78 days listed (based on current market benchmarks)

Santa Fe, NM

2026 Kia Seltos S

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

2026 Kia Seltos S

Santa Fe, NM

UnscoredInsufficient · 4
$29,469Mileage not verified

Comparison: 4 similar vehicles

Santa Fe, NM

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

Santa Fe, NM

Fair PriceModerate · 36
$29,874Mileage not verified

Market: $29,584 – $37,074

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Santa Fe, NM

2023 Kia Sorento SX

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

2023 Kia Sorento SX

Santa Fe, NM

UnscoredInsufficient · 0
$30,47528,861 mi

Santa Fe, NM

2027 Kia K4 GT-Line

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

2027 Kia K4 GT-Line

Santa Fe, NM

OverpricedModerate · 48
$30,529Mileage not verified

Market: $27,260 – $30,429

Comparison: 48 similar vehicles

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Fair PriceLimited · 16
$30,599Mileage not verified

Market: $29,369 – $33,964

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Fair PriceLimited · 16
$30,619Mileage not verified

Market: $29,369 – $33,964

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Santa Fe, NM

2024 Kia Telluride S

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

2024 Kia Telluride S

Santa Fe, NM

UnscoredInsufficient · 0
$30,68734,566 mi

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Fair PriceLimited · 16
$31,064Mileage not verified

Market: $29,369 – $33,964

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Santa Fe, NM

2026 Kia Sportage LX

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

2026 Kia Sportage LX

Santa Fe, NM

Fair PriceModerate · 27
$31,064Mileage not verified

Market: $30,724 – $38,084

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Fair PriceLimited · 16
$31,284Mileage not verified

Market: $29,369 – $33,964

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Santa Fe, NM

2025 Kia Sportage SX Prestige Hybrid

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

2025 Kia Sportage SX Prestige Hybrid

Santa Fe, NM

UnscoredInsufficient · 0
$31,48033,118 mi

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Fair PriceLimited · 16
$31,649Mileage not verified

Market: $29,369 – $33,964

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Santa Fe, NM

2023 Kia Sportage X-Line

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

2023 Kia Sportage X-Line

Santa Fe, NM

UnscoredInsufficient · 0
$31,69324,016 mi

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Fair PriceLimited · 16
$31,704Mileage not verified

Market: $29,369 – $33,964

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Santa Fe, NM

2023 Kia Sorento SX Prestige

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

2023 Kia Sorento SX Prestige

Santa Fe, NM

UnscoredInsufficient · 0
$31,99830,683 mi

Santa Fe, NM

2026 Kia Niro EX

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

2026 Kia Niro EX

Santa Fe, NM

UnscoredInsufficient · 0
$31,999Mileage not verified

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Fair PriceLimited · 16
$32,064Mileage not verified

Market: $29,369 – $33,964

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Fair PriceLimited · 16
$32,339Mileage not verified

Market: $29,369 – $33,964

Comparison: 16 similar vehicles

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

Santa Fe, NM

2026 Kia Niro EX

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

2026 Kia Niro EX

Santa Fe, NM

UnscoredInsufficient · 0
$32,349Mileage not verified

Santa Fe, NM

2023 Kia Telluride EX X-Line

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

2023 Kia Telluride EX X-Line

Santa Fe, NM

UnscoredInsufficient · 0
$32,37928,103 mi

Santa Fe, NM

2027 Kia Seltos S

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

2027 Kia Seltos S

Santa Fe, NM

Fair PriceLimited · 16
$32,444Mileage not verified

Market: $29,369 – $33,964

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Santa Fe, NM

2026 Kia Sportage LX

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

2026 Kia Sportage LX

Santa Fe, NM

Fair PriceModerate · 27
$32,734Mileage not verified

Market: $30,724 – $38,084

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Santa Fe, NM

2026 Kia K5 LXS

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

2026 Kia K5 LXS

Santa Fe, NM

UnscoredInsufficient · 0
$33,074Mileage not verified

Santa Fe, NM

2026 Kia Sportage EX

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

2026 Kia Sportage EX

Santa Fe, NM

Unscored
$33,135Mileage not verified

Comparison: 5 similar vehicles

Santa Fe, NM

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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