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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

105 listings found

2008 Chevrolet Silverado 1500 LTZ

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

2008 Chevrolet Silverado 1500 LTZ

Kosciusko, MS

UnscoredInsufficient · 0
$12,209Mileage not verified

Kosciusko, MS

2018 Buick Enclave Premium

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

2018 Buick Enclave Premium

Kosciusko, MS

Unscored
$14,209154,863 mi

Comparison: 49 similar vehicles

Kosciusko, MS

2021 Jeep Renegade Jeepster

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

2021 Jeep Renegade Jeepster

Kosciusko, MS

UnscoredInsufficient · 0
$16,20941,947 mi

Kosciusko, MS

1995 Chevrolet GMT400

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

1995 Chevrolet GMT400

Kosciusko, MS

UnscoredInsufficient · 0
$17,209Mileage not verified

Kosciusko, MS

2008 Mercedes-Benz SL-Class SL550

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

2008 Mercedes-Benz SL-Class SL550

Kosciusko, MS

UnscoredInsufficient · 0
$17,30889,033 mi

Kosciusko, MS

2023 Nissan Altima SV

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

2023 Nissan Altima SV

Kosciusko, MS

Fair PriceModerate · 21
$19,20959,914 mi

Market: $15,900 – $21,802

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 219 days listed (based on current market benchmarks)

Kosciusko, MS

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

Kosciusko, MS

Fair PriceRobust · 74
$21,20991,789 mi

Market: $15,236 – $23,616

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Kosciusko, MS

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Kosciusko, MS

OverpricedLimited · 18
$22,20960,936 mi

Market: $13,785 – $18,998

Comparison: 18 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Kosciusko, MS

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Kosciusko, MS

Unscored
$23,109122,221 mi

Comparison: 311 similar vehicles

Kosciusko, MS

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Kosciusko, MS

OverpricedModerate · 30
$23,26438,772 mi

Market: $18,356 – $22,525

Comparison: 30 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Kosciusko, MS

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Kosciusko, MS

Fair PriceRobust · 235
$23,457Mileage not verified

Market: $22,673 – $27,384

Comparison: 235 similar vehicles

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

Kosciusko, MS

2025 Mazda Mazda3 Select Sport

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

2025 Mazda Mazda3 Select Sport

Kosciusko, MS

UnscoredInsufficient · 0
$24,2097,042 mi

Kosciusko, MS

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Kosciusko, MS

Fair PriceRobust · 62
$24,209Mileage not verified

Market: $17,974 – $24,948

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Kosciusko, MS

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Kosciusko, MS

Fair PriceRobust · 243
$24,504Mileage not verified

Market: $21,695 – $28,084

Comparison: 243 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 226 days listed (based on current market benchmarks)

Kosciusko, MS

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Kosciusko, MS

Fair PriceRobust · 829
$24,804Mileage not verified

Market: $20,760 – $29,060

Comparison: 829 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Kosciusko, MS

2020 Chevrolet Suburban LT

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

2020 Chevrolet Suburban LT

Kosciusko, MS

Unscored
$25,209159,539 mi

Comparison: 91 similar vehicles

Kosciusko, MS

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Kosciusko, MS

Fair PriceRobust · 829
$25,699Mileage not verified

Market: $20,760 – $29,060

Comparison: 829 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Kosciusko, MS

2022 Honda Accord Sport

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

2022 Honda Accord Sport

Kosciusko, MS

Fair PriceRobust · 93
$26,05984,704 mi

Market: $16,499 – $28,339

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Kosciusko, MS

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Kosciusko, MS

Fair PriceRobust · 201
$26,209113,194 mi

Market: $16,940 – $36,995

Comparison: 201 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Kosciusko, MS

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Kosciusko, MS

Unscored
$28,099Mileage not verified

Comparison: 5 similar vehicles

Kosciusko, MS

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Kosciusko, MS

Unscored
$28,139Mileage not verified

Comparison: 5 similar vehicles

Kosciusko, MS

2023 Chevrolet Equinox RS

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

2023 Chevrolet Equinox RS

Kosciusko, MS

OverpricedLimited · 18
$28,80923,371 mi

Market: $22,998 – $26,324

Comparison: 18 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Kosciusko, MS

2022 Cadillac CT5 Premium Luxury

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

2022 Cadillac CT5 Premium Luxury

Kosciusko, MS

UnscoredInsufficient · 4
$30,15999,323 mi

Comparison: 4 similar vehicles

Kosciusko, MS

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Kosciusko, MS

Fair PriceRobust · 221
$30,304Mileage not verified

Market: $25,255 – $34,965

Comparison: 221 similar vehicles

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

Kosciusko, MS

2023 Cadillac XT5 Luxury

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

2023 Cadillac XT5 Luxury

Kosciusko, MS

UnscoredInsufficient · 0
$30,30838,812 mi

Kosciusko, MS

2025 Nissan Altima SL

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

2025 Nissan Altima SL

Kosciusko, MS

Unscored
$30,60921,110 mi

Comparison: 5 similar vehicles

Kosciusko, MS

2022 Land Rover Range Rover Sport HSE Silver Edition

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

2022 Land Rover Range Rover Sport HSE Silver Edition

Kosciusko, MS

UnscoredInsufficient · 0
$33,10952,221 mi

Kosciusko, MS

2026 Hyundai Santa Fe SEL

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

2026 Hyundai Santa Fe SEL

Kosciusko, MS

Fair PriceRobust · 161
$33,20916,895 mi

Market: $27,596 – $41,855

Comparison: 161 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Kosciusko, MS

2022 Ford Explorer ST

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

2022 Ford Explorer ST

Kosciusko, MS

Fair PriceModerate · 38
$33,20967,762 mi

Market: $24,799 – $37,899

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Kosciusko, MS

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Kosciusko, MS

Fair PriceRobust · 915
$34,254Mileage not verified

Market: $27,995 – $39,310

Comparison: 915 similar vehicles

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

Kosciusko, MS

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Kosciusko, MS

Fair PriceRobust · 234
$34,60991,203 mi

Market: $14,995 – $49,900

Comparison: 234 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Kosciusko, MS

2026 Nissan Rogue Platinum

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

2026 Nissan Rogue Platinum

Kosciusko, MS

Fair PriceRobust · 52
$35,6092,575 mi

Market: $30,702 – $38,948

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Kosciusko, MS

2026 Chevrolet Blazer 2LT

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

2026 Chevrolet Blazer 2LT

Kosciusko, MS

Fair PriceRobust · 404
$35,712Mileage not verified

Market: $29,986 – $43,069

Comparison: 404 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Kosciusko, MS

2026 Chevrolet Equinox RS

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

2026 Chevrolet Equinox RS

Kosciusko, MS

Fair PriceModerate · 21
$35,714Mileage not verified

Market: $33,359 – $41,665

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 328 days listed (based on current market benchmarks)

Kosciusko, MS

2021 GMC Sierra 3500HD Base

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

2021 GMC Sierra 3500HD Base

Kosciusko, MS

UnscoredInsufficient · 0
$36,209159,303 mi

Kosciusko, MS

2024 GMC Canyon Elevation

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

2024 GMC Canyon Elevation

Kosciusko, MS

UnscoredInsufficient · 3
$36,80919,601 mi

Comparison: 3 similar vehicles

Kosciusko, MS

2023 Lincoln Corsair Reserve

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

2023 Lincoln Corsair Reserve

Kosciusko, MS

UnscoredInsufficient · 0
$37,2099,615 mi

Kosciusko, MS

2019 Chevrolet Silverado 1500 LTZ

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

2019 Chevrolet Silverado 1500 LTZ

Kosciusko, MS

Unscored
$37,209132,081 mi

Comparison: 63 similar vehicles

Kosciusko, MS

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Kosciusko, MS

Fair PriceRobust · 183
$38,196Mileage not verified

Market: $33,195 – $43,089

Comparison: 183 similar vehicles

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

Kosciusko, MS

2026 Jeep Grand Cherokee Limited

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

2026 Jeep Grand Cherokee Limited

Kosciusko, MS

Fair PriceModerate · 20
$38,2092,239 mi

Market: $37,988 – $46,460

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Kosciusko, MS

2025 Ford Explorer ST-LINE

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

2025 Ford Explorer ST-LINE

Kosciusko, MS

Fair PriceRobust · 87
$38,20935,260 mi

Market: $32,495 – $39,190

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Kosciusko, MS

2025 Chevrolet Silverado 1500 LT

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

2025 Chevrolet Silverado 1500 LT

Kosciusko, MS

Fair PriceRobust · 67
$38,209Mileage not verified

Market: $30,072 – $39,315

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Kosciusko, MS

2019 Chevrolet Silverado 2500HD LTZ

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

2019 Chevrolet Silverado 2500HD LTZ

Kosciusko, MS

Unscored
$38,209154,969 mi

Comparison: 28 similar vehicles

Kosciusko, MS

2025 Nissan Frontier PRO-4X

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

2025 Nissan Frontier PRO-4X

Kosciusko, MS

Fair PriceModerate · 45
$38,30817,788 mi

Market: $33,797 – $41,398

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Kosciusko, MS

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Kosciusko, MS

Fair PriceRobust · 224
$38,537Mileage not verified

Market: $30,362 – $42,960

Comparison: 224 similar vehicles

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

Kosciusko, MS

2026 Chevrolet Colorado Trail Boss

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

2026 Chevrolet Colorado Trail Boss

Kosciusko, MS

Fair PriceModerate · 47
$39,2092,517 mi

Market: $37,500 – $48,394

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 303 days listed (based on current market benchmarks)

Kosciusko, MS

2026 Chevrolet Blazer 2LT

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

2026 Chevrolet Blazer 2LT

Kosciusko, MS

Fair PriceRobust · 404
$39,497Mileage not verified

Market: $29,986 – $43,069

Comparison: 404 similar vehicles

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

Kosciusko, MS

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Kosciusko, MS

Fair PriceRobust · 275
$39,809100,108 mi

Market: $30,415 – $55,587

Comparison: 275 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Kosciusko, MS

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Kosciusko, MS

Fair PriceRobust · 107
$39,996Mileage not verified

Market: $39,205 – $45,885

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Kosciusko, MS

2026 Buick Enclave Preferred

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

2026 Buick Enclave Preferred

Kosciusko, MS

UnscoredInsufficient · 3
$40,30817,525 mi

Comparison: 3 similar vehicles

Kosciusko, MS

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.
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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