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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 7, 2026

7.1M+

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

51 listings found

2011 Kia Soul Base

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

2011 Kia Soul Base

Spokane, WA

UnscoredInsufficient · 0
$2,988125,750 mi

Spokane, WA

2005 Kia Sorento EX

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

2005 Kia Sorento EX

Spokane, WA

UnscoredInsufficient · 0
$3,395175,177 mi

Spokane, WA

2004 Kia Optima LX

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

2004 Kia Optima LX

Spokane, WA

UnscoredInsufficient · 0
$3,58866,300 mi

Spokane, WA

2005 Kia Sportage LX

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

2005 Kia Sportage LX

Spokane, WA

UnscoredInsufficient · 0
$4,499153,610 mi

Spokane, WA

2015 Kia Optima LX

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

2015 Kia Optima LX

Spokane, WA

UnscoredInsufficient · 3
$5,900170,615 mi

Comparison: 3 similar vehicles

Spokane, WA

2013 Kia Sportage EX

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

2013 Kia Sportage EX

Spokane, WA

UnscoredInsufficient · 0
$5,900170,963 mi

Spokane, WA

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Spokane, WA

UnscoredInsufficient · 0
$5,900179,248 mi

Spokane, WA

2015 Kia Optima EX Hybrid

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

2015 Kia Optima EX Hybrid

Spokane, WA

UnscoredInsufficient · 0
$5,995121,205 mi

Spokane, WA

2013 Kia Forte EX

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

2013 Kia Forte EX

Spokane, WA

UnscoredInsufficient · 0
$6,995124,216 mi

Spokane, WA

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Spokane, WA

UnscoredInsufficient · 0
$7,980132,282 mi

Spokane, WA

2014 Kia Soul Base

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

2014 Kia Soul Base

Spokane, WA

UnscoredInsufficient · 3
$7,995116,028 mi

Comparison: 3 similar vehicles

Spokane, WA

2014 Kia Forte EX

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

2014 Kia Forte EX

Spokane, WA

UnscoredInsufficient · 0
$8,99562,549 mi

Spokane, WA

2007 Kia New Optima LX

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

2007 Kia New Optima LX

Spokane, WA

UnscoredInsufficient · 0
$8,99998,513 mi

Spokane, WA

2015 Kia Soul EV +

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

2015 Kia Soul EV +

Spokane, WA

UnscoredInsufficient · 0
$9,99528,909 mi

Spokane, WA

2013 Kia Optima EX

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

2013 Kia Optima EX

Spokane, WA

UnscoredInsufficient · 0
$9,995124,693 mi

Spokane, WA

2017 Kia Soul +

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

2017 Kia Soul +

Spokane, WA

UnscoredInsufficient · 0
$10,15788,548 mi

Spokane, WA

2019 Kia Optima LX

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

2019 Kia Optima LX

Spokane, WA

UnscoredInsufficient · 0
$10,495104,510 mi

Spokane, WA

2017 Kia Soul EV

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

2017 Kia Soul EV

Spokane, WA

UnscoredInsufficient · 0
$10,99540,313 mi

Spokane, WA

2018 Kia Soul Base

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

2018 Kia Soul Base

Spokane, WA

Unscored
$11,18680,783 mi

Comparison: 8 similar vehicles

Spokane, WA

2019 Kia Soul +

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

2019 Kia Soul +

Spokane, WA

UnscoredInsufficient · 0
$11,99588,918 mi

Spokane, WA

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Spokane, WA

UnscoredInsufficient · 3
$12,430108,257 mi

Comparison: 3 similar vehicles

Spokane, WA

2021 Kia Soul LX

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

2021 Kia Soul LX

Spokane, WA

Unscored
$13,84762,956 mi

Comparison: 7 similar vehicles

Spokane, WA

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Spokane, WA

Unscored
$14,18679,597 mi

Comparison: 6 similar vehicles

Spokane, WA

2020 Kia Sportage S

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

2020 Kia Sportage S

Spokane, WA

UnscoredInsufficient · 0
$15,995111,375 mi

Spokane, WA

2020 Kia Sportage SX

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

2020 Kia Sportage SX

Spokane, WA

UnscoredInsufficient · 3
$15,995128,412 mi

Comparison: 3 similar vehicles

Spokane, WA

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Spokane, WA

UnscoredInsufficient · 3
$17,79543,653 mi

Comparison: 3 similar vehicles

Spokane, WA

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Spokane, WA

UnscoredInsufficient · 0
$17,90033,479 mi

Spokane, WA

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Spokane, WA

UnscoredInsufficient · 3
$18,49542,070 mi

Comparison: 3 similar vehicles

Spokane, WA

2023 Kia Forte GT

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

2023 Kia Forte GT

Spokane, WA

UnscoredInsufficient · 0
$18,49553,643 mi

Spokane, WA

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Spokane, WA

UnscoredInsufficient · 3
$18,99586,620 mi

Comparison: 3 similar vehicles

Spokane, WA

2024 Kia Soul EX

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

2024 Kia Soul EX

Spokane, WA

UnscoredInsufficient · 0
$19,99533,918 mi

Spokane, WA

2022 Kia Sportage SX Turbo

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

2022 Kia Sportage SX Turbo

Spokane, WA

UnscoredInsufficient · 0
$20,700130,667 mi

Spokane, WA

2024 Kia Niro Wind

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

2024 Kia Niro Wind

Spokane, WA

UnscoredInsufficient · 0
$21,19530,721 mi

Spokane, WA

2023 Kia Niro EX

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

2023 Kia Niro EX

Spokane, WA

UnscoredInsufficient · 0
$21,49535,064 mi

Spokane, WA

2024 Kia Niro Wave

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

2024 Kia Niro Wave

Spokane, WA

UnscoredInsufficient · 0
$22,74523,858 mi

Spokane, WA

2023 Kia Niro SX Touring

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

2023 Kia Niro SX Touring

Spokane, WA

UnscoredInsufficient · 0
$23,19962,099 mi

Spokane, WA

2023 Kia Sportage X-Pro Prestige

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

2023 Kia Sportage X-Pro Prestige

Spokane, WA

UnscoredInsufficient · 0
$24,19553,200 mi

Spokane, WA

2024 Kia Niro EX

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

2024 Kia Niro EX

Spokane, WA

UnscoredInsufficient · 4
$24,69514,332 mi

Comparison: 4 similar vehicles

Spokane, WA

2020 Kia Telluride SX

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

2020 Kia Telluride SX

Spokane, WA

UnscoredInsufficient · 4
$25,74376,193 mi

Comparison: 4 similar vehicles

Spokane, WA

2023 Kia Telluride S

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

2023 Kia Telluride S

Spokane, WA

UnscoredInsufficient · 0
$25,79580,371 mi

Spokane, WA

2025 Kia Sorento S

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

2025 Kia Sorento S

Spokane, WA

UnscoredInsufficient · 0
$26,59520,440 mi

Spokane, WA

2024 Kia Sorento S

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

2024 Kia Sorento S

Spokane, WA

UnscoredInsufficient · 0
$27,88638,173 mi

Spokane, WA

2025 Kia Sorento X-Line EX

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

2025 Kia Sorento X-Line EX

Spokane, WA

UnscoredInsufficient · 4
$31,47738,189 mi

Comparison: 4 similar vehicles

Spokane, WA

2024 Kia Sportage X-Pro Prestige

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

2024 Kia Sportage X-Pro Prestige

Spokane, WA

UnscoredInsufficient · 0
$32,17425,533 mi

Spokane, WA

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

Spokane, WA

UnscoredInsufficient · 0
$33,20022,189 mi

Spokane, WA

2026 Kia Carnival LXS

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

2026 Kia Carnival LXS

Spokane, WA

UnscoredInsufficient · 0
$34,00138,379 mi

Spokane, WA

2026 Kia Carnival LXS

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

2026 Kia Carnival LXS

Spokane, WA

UnscoredInsufficient · 0
$34,32435,552 mi

Spokane, WA

2025 Kia Sorento EX Hybrid

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

2025 Kia Sorento EX Hybrid

Spokane, WA

Unscored
$35,10028,835 mi

Comparison: 5 similar vehicles

Spokane, WA

2025 Kia Sorento X-Line EX

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

2025 Kia Sorento X-Line EX

Spokane, WA

UnscoredInsufficient · 3
$35,98035,645 mi

Comparison: 3 similar vehicles

Spokane, WA

2025 Kia EV9 Wind

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

2025 Kia EV9 Wind

Spokane, WA

UnscoredInsufficient · 0
$38,49525,785 mi

Spokane, WA

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 recently 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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