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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 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

809 listings found

2008 Kia Optima EX

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

2008 Kia Optima EX

Denver, CO

UnscoredInsufficient · 0
$2,995228,182 mi

Denver, CO

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Denver, CO

UnscoredLimited · 14
$3,995138,491 mi

Comparison: 14 similar vehicles

Denver, CO

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Denver, CO

Salvage title
$4,900112,940 mi

Denver, CO

2013 Kia Optima EX

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

2013 Kia Optima EX

Denver, CO

UnscoredInsufficient · 0
$4,999133,894 mi

Denver, CO

2016 Kia Forte LX

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

2016 Kia Forte LX

Denver, CO

Salvage title
$5,45083,695 mi

Denver, CO

2016 Kia Optima LX Hybrid

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

2016 Kia Optima LX Hybrid

Denver, CO

UnscoredInsufficient · 0
$5,995143,170 mi

Denver, CO

2014 Kia Forte LX

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

2014 Kia Forte LX

Denver, CO

UnscoredInsufficient · 0
$6,000124,000 mi

Denver, CO

2015 Kia Sorento Limited

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

2015 Kia Sorento Limited

Denver, CO

UnscoredInsufficient · 4
$6,499122,130 mi

Comparison: 4 similar vehicles

Denver, CO

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Denver, CO

UnscoredModerate · 22
$6,500122,005 mi

Comparison: 22 similar vehicles

Denver, CO

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Denver, CO

UnscoredLimited · 7
$6,500112,000 mi

Comparison: 7 similar vehicles

Denver, CO

2020 Kia Sportage EX

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

2020 Kia Sportage EX

Denver, CO

UnscoredInsufficient · 0
$6,80072,095 mi

Denver, CO

2013 Kia Optima EX

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

2013 Kia Optima EX

Denver, CO

Salvage title
$6,85082,866 mi

Denver, CO

2017 Kia Optima LX

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

2017 Kia Optima LX

Denver, CO

UnscoredInsufficient · 3
$6,890119,000 mi

Comparison: 3 similar vehicles

Denver, CO

2014 Kia Optima LX

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

2014 Kia Optima LX

Denver, CO

UnscoredInsufficient · 0
$6,898135,254 mi

Denver, CO

2016 Kia Forte EX

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

2016 Kia Forte EX

Denver, CO

UnscoredInsufficient · 0
$6,99595,618 mi

Denver, CO

2014 Kia Soul +

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

2014 Kia Soul +

Denver, CO

UnscoredLimited · 7
$6,995106,509 mi

Comparison: 7 similar vehicles

Denver, CO

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Denver, CO

UnscoredInsufficient · 4
$7,000134,184 mi

Comparison: 4 similar vehicles

Denver, CO

2017 Kia Optima LX

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

2017 Kia Optima LX

Denver, CO

UnscoredInsufficient · 0
$7,000139,808 mi

Denver, CO

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Denver, CO

UnscoredInsufficient · 3
$7,25069,800 mi

Comparison: 3 similar vehicles

Denver, CO

2013 Kia Optima EX Hybrid

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

2013 Kia Optima EX Hybrid

Denver, CO

UnscoredInsufficient · 0
$7,399117,372 mi

Denver, CO

2015 Kia Soul Base

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

2015 Kia Soul Base

Denver, CO

UnscoredInsufficient · 4
$7,499113,750 mi

Comparison: 4 similar vehicles

Denver, CO

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Denver, CO

Great DealModerate · 23
$7,500115,774 mi

Market: $12,495 – $18,395

Comparison: 23 similar vehicles

Competitively priced ~40% below the typical range compared to similar vehicles · 160 days listed (based on current market benchmarks)

Denver, CO

2013 Kia Optima EX

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

2013 Kia Optima EX

Denver, CO

UnscoredInsufficient · 0
$7,799131,131 mi

Denver, CO

2017 Kia Sorento EX

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

2017 Kia Sorento EX

Denver, CO

UnscoredLimited · 6
$7,950107,147 mi

Comparison: 6 similar vehicles

Denver, CO

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Denver, CO

UnscoredLimited · 7
$7,950103,051 mi

Comparison: 7 similar vehicles

Denver, CO

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Denver, CO

UnscoredInsufficient · 4
$7,995123,618 mi

Comparison: 4 similar vehicles

Denver, CO

2013 Kia Optima LX

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

2013 Kia Optima LX

Denver, CO

UnscoredLimited · 12
$7,995186,799 mi

Comparison: 12 similar vehicles

Denver, CO

2019 Kia FORTE EX

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

2019 Kia FORTE EX

Denver, CO

UnscoredInsufficient · 0
$8,000110,695 mi

Denver, CO

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Denver, CO

Salvage title
$8,250105,016 mi

Denver, CO

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Denver, CO

UnscoredLimited · 7
$8,29994,323 mi

Comparison: 7 similar vehicles

Denver, CO

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Denver, CO

UnscoredModerate · 23
$8,499128,370 mi

Comparison: 23 similar vehicles

Denver, CO

2016 Kia Sorento SX

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

2016 Kia Sorento SX

Denver, CO

UnscoredInsufficient · 0
$8,500131,149 mi

Denver, CO

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Denver, CO

UnscoredLimited · 7
$8,500124,535 mi

Comparison: 7 similar vehicles

Denver, CO

2017 Kia Optima LX

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

2017 Kia Optima LX

Denver, CO

UnscoredInsufficient · 3
$8,950103,650 mi

Comparison: 3 similar vehicles

Denver, CO

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Denver, CO

Salvage title
$8,950112,855 mi

Denver, CO

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Denver, CO

UnscoredLimited · 7
$8,950108,292 mi

Comparison: 7 similar vehicles

Denver, CO

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Denver, CO

UnscoredInsufficient · 3
$8,988116,442 mi

Comparison: 3 similar vehicles

Denver, CO

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Denver, CO

UnscoredInsufficient · 3
$8,997123,661 mi

Comparison: 3 similar vehicles

Denver, CO

2017 Kia Forte LX

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

2017 Kia Forte LX

Denver, CO

UnscoredLimited · 6
$8,99990,437 mi

Comparison: 6 similar vehicles

Denver, CO

2014 Kia Sorento SX

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

2014 Kia Sorento SX

Denver, CO

UnscoredInsufficient · 3
$9,000112,150 mi

Comparison: 3 similar vehicles

Denver, CO

2018 Kia Optima LX

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

2018 Kia Optima LX

Denver, CO

UnscoredInsufficient · 0
$9,45081,730 mi

Denver, CO

2019 Kia FORTE EX

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

2019 Kia FORTE EX

Denver, CO

Salvage title
$9,49978,362 mi

Denver, CO

2017 Kia Optima EX Hybrid

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

2017 Kia Optima EX Hybrid

Denver, CO

UnscoredInsufficient · 0
$9,49991,257 mi

Denver, CO

2023 Kia Soul LX

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

2023 Kia Soul LX

Denver, CO

Salvage title
$9,95039,969 mi

Denver, CO

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Denver, CO

UnscoredLimited · 8
$9,99996,585 mi

Comparison: 8 similar vehicles

Denver, CO

2020 Kia Soul LX

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

2020 Kia Soul LX

Denver, CO

UnscoredInsufficient · 4
$10,40090,707 mi

Comparison: 4 similar vehicles

Denver, CO

2019 Kia Sportage EX

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

2019 Kia Sportage EX

Denver, CO

UnscoredInsufficient · 3
$10,995111,764 mi

Comparison: 3 similar vehicles

Denver, CO

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Denver, CO

Fair PriceLimited · 11
$11,68697,721 mi

Market: $7,495 – $13,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Denver, CO

2016 Kia Optima LX

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

2016 Kia Optima LX

Denver, CO

UnscoredInsufficient · 0
$11,99551,845 mi

Denver, CO

2019 Kia Sorento LX

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

2019 Kia Sorento LX

Denver, CO

UnscoredInsufficient · 3
$11,999107,634 mi

Comparison: 3 similar vehicles

Denver, CO

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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