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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 · October 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

1,027 listings found

2016 Kia Rio LX

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

2016 Kia Rio LX

Henderson, NV

UnscoredInsufficient · 0
$6,49094,559 mi

Henderson, NV

2014 Kia Forte LX

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

2014 Kia Forte LX

Henderson, NV

UnscoredInsufficient · 0
$7,268111,026 mi

Henderson, NV

2011 Kia Sportage EX

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

2011 Kia Sportage EX

Henderson, NV

UnscoredInsufficient · 0
$8,09998,478 mi

Henderson, NV

2015 Kia Soul Base

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

2015 Kia Soul Base

Henderson, NV

UnscoredLimited · 8
$8,769122,130 mi

Comparison: 8 similar vehicles

Henderson, NV

2019 Kia Optima EX

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

2019 Kia Optima EX

Henderson, NV

UnscoredLimited · 6
$9,000107,073 mi

Comparison: 6 similar vehicles

Henderson, NV

2013 Kia Soul Base

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

2013 Kia Soul Base

Henderson, NV

UnscoredInsufficient · 3
$9,29877,858 mi

Comparison: 3 similar vehicles

Henderson, NV

2019 Kia Soul Base

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

2019 Kia Soul Base

Henderson, NV

UnscoredLimited · 8
$9,490116,339 mi

Comparison: 8 similar vehicles

Henderson, NV

No Photo

2014 Kia Cadenza Premium

Henderson, NV

UnscoredInsufficient · 0
$9,995Mileage not verified

Henderson, NV

2017 Kia Soul +

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

2017 Kia Soul +

Henderson, NV

UnscoredInsufficient · 4
$10,332100,944 mi

Comparison: 4 similar vehicles

Henderson, NV

2015 Kia Forte EX

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

2015 Kia Forte EX

Henderson, NV

UnscoredInsufficient · 0
$10,48891,231 mi

Henderson, NV

2019 Kia RIO S

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

2019 Kia RIO S

Henderson, NV

UnscoredInsufficient · 3
$10,49090,411 mi

Comparison: 3 similar vehicles

Henderson, NV

2017 Kia Optima EX

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

2017 Kia Optima EX

Henderson, NV

UnscoredInsufficient · 0
$10,499105,761 mi

Henderson, NV

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Henderson, NV

UnscoredInsufficient · 3
$10,988101,470 mi

Comparison: 3 similar vehicles

Henderson, NV

2015 Kia Optima SX

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

2015 Kia Optima SX

Henderson, NV

UnscoredInsufficient · 3
$10,998111,559 mi

Comparison: 3 similar vehicles

Henderson, NV

2019 Kia Optima S

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

2019 Kia Optima S

Henderson, NV

UnscoredLimited · 7
$11,084123,615 mi

Comparison: 7 similar vehicles

Henderson, NV

2019 Kia Soul +

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

2019 Kia Soul +

Henderson, NV

UnscoredInsufficient · 0
$11,98893,661 mi

Henderson, NV

No Photo

2017 Kia Sportage EX

Henderson, NV

UnscoredInsufficient · 4
$11,997Mileage not verified

Comparison: 4 similar vehicles

Henderson, NV

2019 Kia Sorento S

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

2019 Kia Sorento S

Henderson, NV

UnscoredInsufficient · 0
$12,48898,513 mi

Henderson, NV

2020 Kia FORTE LXS

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

2020 Kia FORTE LXS

Henderson, NV

UnscoredLimited · 5
$12,599106,363 mi

Comparison: 5 similar vehicles

Henderson, NV

2018 Kia Optima EX

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

2018 Kia Optima EX

Henderson, NV

UnscoredInsufficient · 4
$12,98886,646 mi

Comparison: 4 similar vehicles

Henderson, NV

2021 Kia Seltos SX

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

2021 Kia Seltos SX

Henderson, NV

UnscoredInsufficient · 0
$13,223124,093 mi

Henderson, NV

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Henderson, NV

UnscoredLimited · 5
$13,49479,660 mi

Comparison: 5 similar vehicles

Henderson, NV

2019 Kia Sorento EX

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

2019 Kia Sorento EX

Henderson, NV

UnscoredLimited · 5
$13,49997,719 mi

Comparison: 5 similar vehicles

Henderson, NV

2015 Kia Forte LX

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

2015 Kia Forte LX

Henderson, NV

UnscoredInsufficient · 0
$13,59933,750 mi

Henderson, NV

2019 Kia Optima LX

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

2019 Kia Optima LX

Henderson, NV

UnscoredInsufficient · 0
$14,38758,616 mi

Henderson, NV

2021 Kia Forte FE

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

2021 Kia Forte FE

Henderson, NV

UnscoredInsufficient · 0
$14,53950,498 mi

Henderson, NV

2019 Kia FORTE FE

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

2019 Kia FORTE FE

Henderson, NV

UnscoredLimited · 5
$14,59964,844 mi

Comparison: 5 similar vehicles

Henderson, NV

2016 Kia Forte LX

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

2016 Kia Forte LX

Henderson, NV

UnscoredInsufficient · 0
$14,59923,073 mi

Henderson, NV

2021 Kia Soul S

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

2021 Kia Soul S

Henderson, NV

UnscoredInsufficient · 0
$14,88129,209 mi

Henderson, NV

2020 Kia Optima LX

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

2020 Kia Optima LX

Henderson, NV

UnscoredLimited · 6
$14,99876,138 mi

Comparison: 6 similar vehicles

Henderson, NV

2019 Kia Optima S

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

2019 Kia Optima S

Henderson, NV

UnscoredLimited · 8
$14,99872,599 mi

Comparison: 8 similar vehicles

Henderson, NV

2016 Kia Optima EX

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

2016 Kia Optima EX

Henderson, NV

UnscoredInsufficient · 4
$14,99869,324 mi

Comparison: 4 similar vehicles

Henderson, NV

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Henderson, NV

UnscoredLimited · 7
$15,22368,893 mi

Comparison: 7 similar vehicles

Henderson, NV

2020 Kia FORTE GT-Line

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

2020 Kia FORTE GT-Line

Henderson, NV

UnscoredInsufficient · 0
$15,29956,841 mi

Henderson, NV

2021 Kia Telluride EX

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

2021 Kia Telluride EX

Henderson, NV

UnscoredLimited · 10
$15,499150,347 mi

Comparison: 10 similar vehicles

Henderson, NV

2019 Kia Optima EX

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

2019 Kia Optima EX

Henderson, NV

UnscoredInsufficient · 3
$15,68662,629 mi

Comparison: 3 similar vehicles

Henderson, NV

2021 Kia Seltos SX

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

2021 Kia Seltos SX

Henderson, NV

UnscoredLimited · 6
$15,89370,454 mi

Comparison: 6 similar vehicles

Henderson, NV

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Henderson, NV

UnscoredLimited · 7
$15,98375,128 mi

Comparison: 7 similar vehicles

Henderson, NV

2018 Kia Soul Base

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

2018 Kia Soul Base

Henderson, NV

UnscoredInsufficient · 0
$15,99835,415 mi

Henderson, NV

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Henderson, NV

UnscoredInsufficient · 0
$16,22352,835 mi

Henderson, NV

2022 Kia Sportage LX

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

2022 Kia Sportage LX

Henderson, NV

UnscoredInsufficient · 0
$16,99552,436 mi

Henderson, NV

2021 Kia Forte GT

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

2021 Kia Forte GT

Henderson, NV

UnscoredInsufficient · 0
$16,99966,208 mi

Henderson, NV

2020 Kia Stinger GT-Line

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

2020 Kia Stinger GT-Line

Henderson, NV

UnscoredInsufficient · 0
$17,22372,250 mi

Henderson, NV

2021 Kia Sorento S

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

2021 Kia Sorento S

Henderson, NV

UnscoredInsufficient · 4
$17,59694,544 mi

Comparison: 4 similar vehicles

Henderson, NV

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

Henderson, NV

Fair PriceLimited · 12
$17,69643,608 mi

Market: $17,342 – $18,910

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Henderson, NV

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Henderson, NV

UnscoredInsufficient · 4
$17,73845,454 mi

Comparison: 4 similar vehicles

Henderson, NV

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Henderson, NV

UnscoredLimited · 7
$17,98074,419 mi

Comparison: 7 similar vehicles

Henderson, NV

2022 Kia Sportage LX

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

2022 Kia Sportage LX

Henderson, NV

UnscoredInsufficient · 0
$17,98325,866 mi

Henderson, NV

2020 Kia Soul EX

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

2020 Kia Soul EX

Henderson, NV

UnscoredInsufficient · 0
$17,99838,503 mi

Henderson, NV

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Henderson, NV

UnscoredInsufficient · 4
$18,24637,922 mi

Comparison: 4 similar vehicles

Henderson, NV

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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