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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 6, 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

435 listings found

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Florence, SC

Unscored
$3,995205,957 mi

Comparison: 25 similar vehicles

Florence, SC

2018 Kia Soul Base

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

2018 Kia Soul Base

Florence, SC

Unscored
$5,500Mileage not verified

Comparison: 63 similar vehicles

Florence, SC

2014 Kia Optima LX

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

2014 Kia Optima LX

Florence, SC

Unscored
$6,995179,034 mi

Comparison: 11 similar vehicles

Florence, SC

2013 Kia Optima EX

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

2013 Kia Optima EX

Florence, SC

Unscored
$7,000125,821 mi

Comparison: 14 similar vehicles

Florence, SC

2021 Kia Rio LX

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

2021 Kia Rio LX

Florence, SC

UnscoredInsufficient · 0
$7,920110,693 mi

Florence, SC

2020 Kia Optima LX

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

2020 Kia Optima LX

Florence, SC

Unscored
$8,449160,150 mi

Comparison: 58 similar vehicles

Florence, SC

2017 Kia Sorento L

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

2017 Kia Sorento L

Florence, SC

Unscored
$8,749141,616 mi

Comparison: 19 similar vehicles

Florence, SC

2020 Kia Soul LX

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

2020 Kia Soul LX

Florence, SC

Fair PriceModerate · 41
$8,899100,662 mi

Market: $6,499 – $17,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Florence, SC

2016 Kia Optima LX

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

2016 Kia Optima LX

Florence, SC

Fair PriceModerate · 42
$8,92090,659 mi

Market: $3,995 – $17,988

Comparison: 42 similar vehicles

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

Florence, SC

2021 Kia Soul S

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

2021 Kia Soul S

Florence, SC

UnscoredInsufficient · 3
$9,92080,809 mi

Comparison: 3 similar vehicles

Florence, SC

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Florence, SC

Fair PriceRobust · 207
$10,449117,563 mi

Market: $6,495 – $32,500

Comparison: 207 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Florence, SC

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Florence, SC

Fair PriceRobust · 63
$10,63794,433 mi

Market: $4,998 – $18,990

Comparison: 63 similar vehicles

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

Florence, SC

2020 Kia Sportage LX

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

2020 Kia Sportage LX

Florence, SC

Fair PriceRobust · 167
$11,337115,927 mi

Market: $6,737 – $19,999

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Florence, SC

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Florence, SC

UnscoredInsufficient · 0
$11,47257,519 mi

Florence, SC

2018 Kia Soul Base

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

2018 Kia Soul Base

Florence, SC

Fair PriceRobust · 63
$12,19599,679 mi

Market: $5,500 – $14,493

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Florence, SC

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Florence, SC

Fair PriceRobust · 59
$12,19599,203 mi

Market: $6,500 – $19,700

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Florence, SC

2021 Kia Soul S

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

2021 Kia Soul S

Florence, SC

UnscoredInsufficient · 3
$12,43790,130 mi

Comparison: 3 similar vehicles

Florence, SC

2021 Kia K5 LXS

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

2021 Kia K5 LXS

Florence, SC

Fair PriceModerate · 21
$12,504107,826 mi

Market: $10,999 – $18,998

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Florence, SC

2020 Kia Soul S

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

2020 Kia Soul S

Florence, SC

Fair PriceModerate · 41
$12,53786,730 mi

Market: $5,988 – $16,900

Comparison: 41 similar vehicles

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

Florence, SC

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

Florence, SC

Fair PriceRobust · 71
$12,92061,032 mi

Market: $10,500 – $14,497

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Florence, SC

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Florence, SC

Fair PriceRobust · 188
$13,68492,805 mi

Market: $6,495 – $32,500

Comparison: 188 similar vehicles

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

Florence, SC

2019 Kia Sorento S

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

2019 Kia Sorento S

Florence, SC

Unscored
$13,92089,506 mi

Comparison: 9 similar vehicles

Florence, SC

2021 Kia Sportage LX

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

2021 Kia Sportage LX

Florence, SC

UnscoredInsufficient · 3
$14,42081,699 mi

Comparison: 3 similar vehicles

Florence, SC

2022 Kia FORTE FE

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

2022 Kia FORTE FE

Florence, SC

UnscoredInsufficient · 0
$14,52087,748 mi

Florence, SC

2020 Kia Soul GT-Line

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

2020 Kia Soul GT-Line

Florence, SC

UnscoredInsufficient · 0
$14,52056,819 mi

Florence, SC

2021 Kia Soul S

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

2021 Kia Soul S

Florence, SC

UnscoredInsufficient · 0
$14,63754,000 mi

Florence, SC

2021 Kia Sportage LX

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

2021 Kia Sportage LX

Florence, SC

UnscoredInsufficient · 3
$14,92076,171 mi

Comparison: 3 similar vehicles

Florence, SC

2024 Kia Soul LX

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

2024 Kia Soul LX

Florence, SC

Unscored
$15,22059,660 mi

Comparison: 19 similar vehicles

Florence, SC

2020 Kia Niro LX

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

2020 Kia Niro LX

Florence, SC

UnscoredInsufficient · 0
$15,32057,390 mi

Florence, SC

2024 Kia Soul LX

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

2024 Kia Soul LX

Florence, SC

Fair PriceLimited · 19
$15,42058,682 mi

Market: $15,220 – $18,897

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Florence, SC

2024 Kia Soul LX

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

2024 Kia Soul LX

Florence, SC

UnscoredInsufficient · 4
$15,42067,083 mi

Comparison: 4 similar vehicles

Florence, SC

2020 Kia Sorento S

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

2020 Kia Sorento S

Florence, SC

Fair PriceModerate · 35
$15,43786,164 mi

Market: $11,499 – $18,164

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Florence, SC

2022 Kia FORTE GT-Line

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

2022 Kia FORTE GT-Line

Florence, SC

Fair PriceLimited · 16
$15,62064,643 mi

Market: $10,997 – $19,191

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Florence, SC

2024 Kia Soul LX

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

2024 Kia Soul LX

Florence, SC

Fair PriceLimited · 12
$15,75069,821 mi

Market: $13,894 – $18,997

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Florence, SC

2022 Kia Seltos Nightfall

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

2022 Kia Seltos Nightfall

Florence, SC

UnscoredInsufficient · 4
$15,86053,429 mi

Comparison: 4 similar vehicles

Florence, SC

2020 Kia Sportage EX

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

2020 Kia Sportage EX

Florence, SC

Fair PriceModerate · 21
$15,92076,995 mi

Market: $11,799 – $16,580

Comparison: 21 similar vehicles

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

Florence, SC

2022 Kia Soul LX

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

2022 Kia Soul LX

Florence, SC

Unscored
$16,03754,490 mi

Comparison: 5 similar vehicles

Florence, SC

2023 Kia Seltos S

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

2023 Kia Seltos S

Florence, SC

Fair PriceRobust · 61
$16,22063,000 mi

Market: $12,973 – $21,701

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Florence, SC

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Florence, SC

Fair PriceRobust · 60
$16,33792,108 mi

Market: $12,990 – $22,894

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Florence, SC

2023 Kia Forte GT

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

2023 Kia Forte GT

Florence, SC

Great DealModerate · 20
$16,46048,502 mi

Market: $19,288 – $20,963

Comparison: 20 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 69 days listed (based on current market benchmarks)

Florence, SC

2025 Kia Soul LX

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

2025 Kia Soul LX

Florence, SC

Fair PriceModerate · 46
$16,52012,845 mi

Market: $16,620 – $17,920

Comparison: 46 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 111 days listed (based on current market benchmarks)

Florence, SC

2025 Kia Soul LX

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

2025 Kia Soul LX

Florence, SC

Fair PriceModerate · 46
$16,62012,700 mi

Market: $16,520 – $17,920

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Florence, SC

2025 Kia Soul LX

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

2025 Kia Soul LX

Florence, SC

Fair PriceModerate · 46
$16,72011,009 mi

Market: $16,520 – $17,920

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Florence, SC

2024 Kia Seltos EX

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

2024 Kia Seltos EX

Florence, SC

Great DealRobust · 64
$16,76049,777 mi

Market: $17,960 – $25,787

Comparison: 64 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 181 days listed (based on current market benchmarks)

Florence, SC

2025 Kia Soul LX

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

2025 Kia Soul LX

Florence, SC

Fair PriceModerate · 46
$16,82011,148 mi

Market: $16,520 – $17,920

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Florence, SC

2025 Kia Soul LX

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

2025 Kia Soul LX

Florence, SC

Fair PriceModerate · 46
$16,92012,317 mi

Market: $16,520 – $17,920

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Florence, SC

2025 Kia Soul LX

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

2025 Kia Soul LX

Florence, SC

Fair PriceModerate · 46
$16,92012,753 mi

Market: $16,520 – $17,920

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Florence, SC

2025 Kia Soul LX

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

2025 Kia Soul LX

Florence, SC

Fair PriceModerate · 46
$16,92012,108 mi

Market: $16,520 – $17,920

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Florence, SC

2025 Kia Soul LX

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

2025 Kia Soul LX

Florence, SC

Fair PriceModerate · 46
$16,92011,749 mi

Market: $16,520 – $17,920

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Florence, SC

2025 Kia Soul LX

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

2025 Kia Soul LX

Florence, SC

Fair PriceModerate · 46
$17,12013,623 mi

Market: $16,520 – $17,920

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Florence, SC

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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