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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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

183 listings found

2013 Toyota Sienna LE

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

2013 Toyota Sienna LE

Arkansas City, KS

UnscoredInsufficient · 0
$5,255280,497 mi

Arkansas City, KS

2013 Chevrolet Captiva Sport LT

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

2013 Chevrolet Captiva Sport LT

Arkansas City, KS

UnscoredLimited · 6
$6,500134,920 mi

Comparison: 6 similar vehicles

Arkansas City, KS

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Arkansas City, KS

UnscoredModerate · 44
$7,500174,766 mi

Comparison: 44 similar vehicles

Arkansas City, KS

2003 Jeep Wrangler SE

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

2003 Jeep Wrangler SE

Arkansas City, KS

UnscoredInsufficient · 0
$11,50098,730 mi

Arkansas City, KS

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Arkansas City, KS

UnscoredLimited · 13
$11,899126,813 mi

Comparison: 13 similar vehicles

Arkansas City, KS

2020 Chevrolet Malibu 1LS

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

2020 Chevrolet Malibu 1LS

Arkansas City, KS

UnscoredInsufficient · 0
$15,50050,339 mi

Arkansas City, KS

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Arkansas City, KS

UnscoredInsufficient · 3
$16,50054,193 mi

Comparison: 3 similar vehicles

Arkansas City, KS

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Arkansas City, KS

UnscoredRobust · 76
$16,50057,552 mi

Comparison: 76 similar vehicles

Arkansas City, KS

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Arkansas City, KS

Fair PriceRobust · 104
$16,50065,585 mi

Market: $15,299 – $21,339

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Arkansas City, KS

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Arkansas City, KS

Fair PriceRobust · 65
$16,50045,269 mi

Market: $14,995 – $21,294

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Arkansas City, KS

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Arkansas City, KS

Fair PriceRobust · 65
$16,50047,095 mi

Market: $14,995 – $21,294

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Arkansas City, KS

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Arkansas City, KS

UnscoredInsufficient · 3
$16,99951,531 mi

Comparison: 3 similar vehicles

Arkansas City, KS

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Arkansas City, KS

UnscoredInsufficient · 3
$16,99961,740 mi

Comparison: 3 similar vehicles

Arkansas City, KS

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Arkansas City, KS

UnscoredInsufficient · 3
$16,99961,054 mi

Comparison: 3 similar vehicles

Arkansas City, KS

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Arkansas City, KS

UnscoredInsufficient · 4
$17,06963,556 mi

Comparison: 4 similar vehicles

Arkansas City, KS

2024 Mitsubishi Outlander Sport SE

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

2024 Mitsubishi Outlander Sport SE

Arkansas City, KS

UnscoredInsufficient · 0
$17,30368,201 mi

Arkansas City, KS

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Arkansas City, KS

UnscoredInsufficient · 4
$17,49953,282 mi

Comparison: 4 similar vehicles

Arkansas City, KS

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Arkansas City, KS

Fair PriceModerate · 44
$17,50041,657 mi

Market: $17,999 – $24,980

Comparison: 44 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 3 days listed (based on current market benchmarks)

Arkansas City, KS

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Arkansas City, KS

Fair PriceRobust · 84
$17,50065,000 mi

Market: $16,999 – $24,995

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Arkansas City, KS

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Arkansas City, KS

Fair PriceRobust · 96
$17,50074,820 mi

Market: $6,995 – $20,990

Comparison: 96 similar vehicles

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

Arkansas City, KS

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Arkansas City, KS

UnscoredLimited · 6
$17,99957,558 mi

Comparison: 6 similar vehicles

Arkansas City, KS

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Arkansas City, KS

Fair PriceModerate · 35
$17,99970,290 mi

Market: $15,498 – $21,500

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Arkansas City, KS

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Arkansas City, KS

Fair PriceModerate · 38
$18,32466,407 mi

Market: $16,499 – $20,024

Comparison: 38 similar vehicles

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

Arkansas City, KS

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Arkansas City, KS

Great DealRobust · 86
$18,80028,912 mi

Market: $19,687 – $23,144

Comparison: 86 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 45 days listed (based on current market benchmarks)

Arkansas City, KS

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Arkansas City, KS

Fair PriceRobust · 255
$18,99984,394 mi

Market: $13,900 – $26,999

Comparison: 255 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Arkansas City, KS

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Arkansas City, KS

Fair PriceRobust · 376
$19,31359,602 mi

Market: $17,879 – $23,956

Comparison: 376 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Arkansas City, KS

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Arkansas City, KS

UnscoredLimited · 5
$19,38777,390 mi

Comparison: 5 similar vehicles

Arkansas City, KS

2024 Ford Escape Active

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

2024 Ford Escape Active

Arkansas City, KS

Fair PriceModerate · 24
$19,42355,929 mi

Market: $17,490 – $24,465

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Arkansas City, KS

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Arkansas City, KS

UnscoredInsufficient · 4
$19,50080,388 mi

Comparison: 4 similar vehicles

Arkansas City, KS

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Arkansas City, KS

Fair PriceRobust · 143
$19,73350,210 mi

Market: $18,012 – $23,629

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Arkansas City, KS

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Arkansas City, KS

Fair PriceModerate · 36
$19,77759,894 mi

Market: $17,133 – $26,950

Comparison: 36 similar vehicles

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

Arkansas City, KS

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Arkansas City, KS

Fair PriceModerate · 27
$19,93860,000 mi

Market: $19,278 – $29,124

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Arkansas City, KS

2015 Jeep Wrangler Unlimited Rubicon

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

2015 Jeep Wrangler Unlimited Rubicon

Arkansas City, KS

Fair PriceModerate · 29
$19,99088,879 mi

Market: $14,990 – $25,579

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Arkansas City, KS

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Arkansas City, KS

UnscoredInsufficient · 4
$19,99565,811 mi

Comparison: 4 similar vehicles

Arkansas City, KS

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Arkansas City, KS

Fair PriceRobust · 90
$19,99928,237 mi

Market: $19,979 – $26,420

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Arkansas City, KS

2025 Hyundai Venue SEL

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

2025 Hyundai Venue SEL

Arkansas City, KS

Fair PriceLimited · 11
$19,99918,528 mi

Market: $19,392 – $23,723

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Arkansas City, KS

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Arkansas City, KS

Fair PriceRobust · 91
$20,01553,590 mi

Market: $18,092 – $25,888

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Arkansas City, KS

2025 Hyundai Kona SEL

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

2025 Hyundai Kona SEL

Arkansas City, KS

Fair PriceRobust · 50
$20,33051,436 mi

Market: $19,999 – $23,694

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Arkansas City, KS

2025 Mitsubishi Eclipse Cross SE

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

2025 Mitsubishi Eclipse Cross SE

Arkansas City, KS

Fair PriceModerate · 31
$20,65341,541 mi

Market: $18,899 – $25,802

Comparison: 31 similar vehicles

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

Arkansas City, KS

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Arkansas City, KS

Fair PriceRobust · 62
$20,78552,850 mi

Market: $19,905 – $24,396

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Arkansas City, KS

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Arkansas City, KS

Fair PriceRobust · 76
$20,98771,078 mi

Market: $15,998 – $26,148

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Arkansas City, KS

2019 Jeep Wrangler Unlimited Sport S

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

2019 Jeep Wrangler Unlimited Sport S

Arkansas City, KS

Fair PriceRobust · 77
$20,99998,944 mi

Market: $17,594 – $24,256

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Arkansas City, KS

2017 Jeep Wrangler Unlimited Sport

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

2017 Jeep Wrangler Unlimited Sport

Arkansas City, KS

UnscoredInsufficient · 0
$20,99955,874 mi

Arkansas City, KS

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Arkansas City, KS

Fair PriceRobust · 83
$21,06953,231 mi

Market: $20,600 – $26,424

Comparison: 83 similar vehicles

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

Arkansas City, KS

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Arkansas City, KS

Fair PriceRobust · 173
$21,21445,442 mi

Market: $19,298 – $27,396

Comparison: 173 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Arkansas City, KS

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Arkansas City, KS

UnscoredLimited · 9
$21,36776,562 mi

Comparison: 9 similar vehicles

Arkansas City, KS

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Arkansas City, KS

UnscoredLimited · 7
$21,48751,033 mi

Comparison: 7 similar vehicles

Arkansas City, KS

2021 INFINITI QX50 Autograph

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

2021 INFINITI QX50 Autograph

Arkansas City, KS

UnscoredInsufficient · 0
$21,48778,930 mi

Arkansas City, KS

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Arkansas City, KS

Fair PriceRobust · 108
$21,72142,845 mi

Market: $20,647 – $26,592

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Arkansas City, KS

2025 Hyundai Elantra Limited

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

2025 Hyundai Elantra Limited

Arkansas City, KS

UnscoredLimited · 14
$21,92038,866 mi

Comparison: 14 similar vehicles

Arkansas City, KS

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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