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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

140 listings found

2003 Kia Sedona LX

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

2003 Kia Sedona LX

Haines City, FL

UnscoredInsufficient · 0
$3,995115,263 mi

Haines City, FL

2017 Kia Forte LX

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

2017 Kia Forte LX

Haines City, FL

UnscoredModerate · 24
$5,495160,220 mi

Comparison: 24 similar vehicles

Haines City, FL

2016 Kia Soul Base

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

2016 Kia Soul Base

Haines City, FL

Fair PriceModerate · 20
$6,495103,758 mi

Market: $4,500 – $11,295

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 254 days listed (based on current market benchmarks)

Haines City, FL

2019 Kia Optima LX

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

2019 Kia Optima LX

Haines City, FL

Fair PriceModerate · 25
$8,995Mileage not verified

Market: $5,500 – $12,000

Comparison: 25 similar vehicles

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

Haines City, FL

2018 Kia Niro LX

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

2018 Kia Niro LX

Haines City, FL

UnscoredLimited · 5
$8,999187,500 mi

Comparison: 5 similar vehicles

Haines City, FL

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Haines City, FL

Fair PriceLimited · 19
$9,990101,535 mi

Market: $3,690 – $12,643

Comparison: 19 similar vehicles

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

Haines City, FL

2015 Kia Soul Base

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

2015 Kia Soul Base

Haines City, FL

UnscoredLimited · 9
$11,59097,486 mi

Comparison: 9 similar vehicles

Haines City, FL

2021 Kia Soul LX

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

2021 Kia Soul LX

Haines City, FL

Fair PriceLimited · 11
$12,990100,642 mi

Market: $12,935 – $15,987

Comparison: 11 similar vehicles

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

Haines City, FL

2015 Kia Sedona SX Limited

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

2015 Kia Sedona SX Limited

Haines City, FL

UnscoredLimited · 5
$12,990119,406 mi

Comparison: 5 similar vehicles

Haines City, FL

2022 Kia Soul LX

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

2022 Kia Soul LX

Haines City, FL

Fair PriceLimited · 15
$13,290110,350 mi

Market: $12,995 – $15,729

Comparison: 15 similar vehicles

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

Haines City, FL

2020 Kia Soul LX

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

2020 Kia Soul LX

Haines City, FL

Fair PriceLimited · 19
$13,29099,980 mi

Market: $6,299 – $15,990

Comparison: 19 similar vehicles

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

Haines City, FL

2013 Kia Sportage EX

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

2013 Kia Sportage EX

Haines City, FL

UnscoredInsufficient · 0
$13,59066,405 mi

Haines City, FL

2017 Kia Forte LX

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

2017 Kia Forte LX

Haines City, FL

OverpricedModerate · 24
$13,79066,412 mi

Market: $3,800 – $10,091

Comparison: 24 similar vehicles

Priced ~37% above the typical market range for similar vehicles (based on current market benchmarks)

Haines City, FL

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Haines City, FL

Fair PriceModerate · 20
$13,990107,513 mi

Market: $8,999 – $17,195

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Haines City, FL

2018 Kia Soul +

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

2018 Kia Soul +

Haines City, FL

OverpricedLimited · 11
$13,99079,007 mi

Market: $4,200 – $9,995

Comparison: 11 similar vehicles

Priced ~40% above the typical market range for similar vehicles (based on current market benchmarks)

Haines City, FL

2017 Kia Forte LX

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

2017 Kia Forte LX

Haines City, FL

UnscoredInsufficient · 3
$13,99049,452 mi

Comparison: 3 similar vehicles

Haines City, FL

2020 Kia Soul S

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

2020 Kia Soul S

Haines City, FL

UnscoredLimited · 7
$14,29075,103 mi

Comparison: 7 similar vehicles

Haines City, FL

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Haines City, FL

UnscoredLimited · 6
$14,29094,510 mi

Comparison: 6 similar vehicles

Haines City, FL

2017 Kia Soul Base

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

2017 Kia Soul Base

Haines City, FL

UnscoredInsufficient · 0
$14,59049,743 mi

Haines City, FL

2019 Kia Sportage SX

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

2019 Kia Sportage SX

Haines City, FL

UnscoredInsufficient · 0
$14,990114,757 mi

Haines City, FL

2017 Kia Niro EX

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

2017 Kia Niro EX

Haines City, FL

UnscoredLimited · 6
$14,99083,880 mi

Comparison: 6 similar vehicles

Haines City, FL

2016 Kia Sorento SX

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

2016 Kia Sorento SX

Haines City, FL

UnscoredLimited · 6
$14,99094,103 mi

Comparison: 6 similar vehicles

Haines City, FL

2014 Kia Sorento SX

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

2014 Kia Sorento SX

Haines City, FL

UnscoredInsufficient · 0
$14,99072,059 mi

Haines City, FL

2017 Kia Cadenza Premium

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

2017 Kia Cadenza Premium

Haines City, FL

UnscoredLimited · 7
$15,59073,999 mi

Comparison: 7 similar vehicles

Haines City, FL

2021 Kia Seltos EX

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

2021 Kia Seltos EX

Haines City, FL

UnscoredInsufficient · 3
$15,64392,216 mi

Comparison: 3 similar vehicles

Haines City, FL

2015 Kia Optima SXL

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

2015 Kia Optima SXL

Haines City, FL

UnscoredInsufficient · 3
$15,99076,864 mi

Comparison: 3 similar vehicles

Haines City, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Haines City, FL

Fair PriceRobust · 66
$16,56525,217 mi

Market: $14,995 – $21,217

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Haines City, FL

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Haines City, FL

Fair PriceLimited · 12
$16,59053,501 mi

Market: $9,700 – $18,484

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Haines City, FL

2021 Kia Seltos S

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

2021 Kia Seltos S

Haines City, FL

UnscoredLimited · 5
$16,59089,615 mi

Comparison: 5 similar vehicles

Haines City, FL

2020 Kia Soul X-Line

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

2020 Kia Soul X-Line

Haines City, FL

UnscoredLimited · 7
$16,59062,349 mi

Comparison: 7 similar vehicles

Haines City, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Haines City, FL

Fair PriceRobust · 66
$16,59824,976 mi

Market: $14,995 – $21,217

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Haines City, FL

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Haines City, FL

OverpricedLimited · 14
$16,99060,185 mi

Market: $9,990 – $16,695

Comparison: 14 similar vehicles

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

Haines City, FL

2016 Kia K900 Premium

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

2016 Kia K900 Premium

Haines City, FL

UnscoredInsufficient · 0
$16,99089,989 mi

Haines City, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Haines City, FL

Fair PriceRobust · 65
$16,99520,297 mi

Market: $14,995 – $21,217

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Haines City, FL

2023 Kia Rio S

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

2023 Kia Rio S

Haines City, FL

Fair PriceLimited · 14
$17,59055,834 mi

Market: $13,995 – $17,895

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Haines City, FL

2021 Kia Seltos S

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

2021 Kia Seltos S

Haines City, FL

UnscoredLimited · 5
$17,59082,301 mi

Comparison: 5 similar vehicles

Haines City, FL

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Haines City, FL

Fair PriceModerate · 40
$17,79947,943 mi

Market: $16,809 – $23,087

Comparison: 40 similar vehicles

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

Haines City, FL

2023 Kia Seltos S

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

2023 Kia Seltos S

Haines City, FL

UnscoredLimited · 7
$17,900118,230 mi

Comparison: 7 similar vehicles

Haines City, FL

2020 Kia Sorento EX

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

2020 Kia Sorento EX

Haines City, FL

UnscoredLimited · 5
$17,99085,687 mi

Comparison: 5 similar vehicles

Haines City, FL

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Haines City, FL

UnscoredInsufficient · 4
$17,99048,529 mi

Comparison: 4 similar vehicles

Haines City, FL

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Haines City, FL

UnscoredInsufficient · 0
$17,99046,604 mi

Haines City, FL

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Haines City, FL

Fair PriceRobust · 58
$18,30031,038 mi

Market: $18,203 – $24,181

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Haines City, FL

2023 Kia Rio LX

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

2023 Kia Rio LX

Haines City, FL

UnscoredLimited · 6
$18,59024,129 mi

Comparison: 6 similar vehicles

Haines City, FL

2021 Kia Seltos S

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

2021 Kia Seltos S

Haines City, FL

UnscoredLimited · 9
$18,59057,048 mi

Comparison: 9 similar vehicles

Haines City, FL

2022 Kia Soul LX

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

2022 Kia Soul LX

Haines City, FL

UnscoredLimited · 5
$18,99017,074 mi

Comparison: 5 similar vehicles

Haines City, FL

2022 Kia Carnival LX

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

2022 Kia Carnival LX

Haines City, FL

Fair PriceLimited · 13
$18,990116,798 mi

Market: $16,797 – $20,283

Comparison: 13 similar vehicles

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

Haines City, FL

2022 Kia Sportage LX

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

2022 Kia Sportage LX

Haines City, FL

UnscoredInsufficient · 3
$18,99050,628 mi

Comparison: 3 similar vehicles

Haines City, FL

2022 Kia Sportage LX

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

2022 Kia Sportage LX

Haines City, FL

UnscoredLimited · 6
$18,99038,808 mi

Comparison: 6 similar vehicles

Haines City, FL

2021 Kia K5 LX

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

2021 Kia K5 LX

Haines City, FL

UnscoredInsufficient · 4
$18,99071,002 mi

Comparison: 4 similar vehicles

Haines City, FL

2021 Kia Seltos S

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

2021 Kia Seltos S

Haines City, FL

UnscoredLimited · 7
$18,99022,439 mi

Comparison: 7 similar vehicles

Haines City, 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. 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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