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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 9, 2026

7.3M+

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

605 listings found

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Vicksburg, MS

Unscored
$4,910192,115 mi

Comparison: 15 similar vehicles

Vicksburg, MS

2004 Ford Ranger

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

2004 Ford Ranger

Vicksburg, MS

UnscoredInsufficient · 0
$6,420423,367 mi

Vicksburg, MS

2011 BMW 7 Series 750i

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

2011 BMW 7 Series 750i

Vicksburg, MS

UnscoredInsufficient · 0
$7,125154,654 mi

Vicksburg, MS

2014 Honda Accord LX

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

2014 Honda Accord LX

Vicksburg, MS

Unscored
$8,509221,605 mi

Comparison: 13 similar vehicles

Vicksburg, MS

2016 Land Rover Range Rover Evoque SE

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

2016 Land Rover Range Rover Evoque SE

Vicksburg, MS

UnscoredInsufficient · 0
$8,924141,984 mi

Vicksburg, MS

2018 Kia Sportage EX

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

2018 Kia Sportage EX

Vicksburg, MS

Unscored
$9,889140,958 mi

Comparison: 6 similar vehicles

Vicksburg, MS

2016 Hyundai Equus Ultimate

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

2016 Hyundai Equus Ultimate

Vicksburg, MS

UnscoredInsufficient · 0
$10,800152,120 mi

Vicksburg, MS

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Vicksburg, MS

Unscored
$12,308124,958 mi

Comparison: 5 similar vehicles

Vicksburg, MS

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Vicksburg, MS

Unscored
$12,666137,254 mi

Comparison: 28 similar vehicles

Vicksburg, MS

2012 Jeep Wrangler Unlimited Rubicon

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

2012 Jeep Wrangler Unlimited Rubicon

Vicksburg, MS

UnscoredInsufficient · 3
$12,995167,021 mi

Comparison: 3 similar vehicles

Vicksburg, MS

2017 Nissan Frontier S

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

2017 Nissan Frontier S

Vicksburg, MS

Fair PriceModerate · 20
$13,324104,231 mi

Market: $10,909 – $15,043

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Vicksburg, MS

2019 Chevrolet Blazer 2LT

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

2019 Chevrolet Blazer 2LT

Vicksburg, MS

Unscored
$13,646134,837 mi

Comparison: 6 similar vehicles

Vicksburg, MS

2019 RAM 1500 Pickup Tradesman

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

2019 RAM 1500 Pickup Tradesman

Vicksburg, MS

UnscoredInsufficient · 3
$13,925130,431 mi

Comparison: 3 similar vehicles

Vicksburg, MS

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Vicksburg, MS

Fair PriceRobust · 73
$13,97992,496 mi

Market: $7,500 – $19,431

Comparison: 73 similar vehicles

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

Vicksburg, MS

2019 Toyota C-HR XLE

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

2019 Toyota C-HR XLE

Vicksburg, MS

Unscored
$13,995109,000 mi

Comparison: 5 similar vehicles

Vicksburg, MS

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Vicksburg, MS

UnscoredInsufficient · 3
$14,315125,763 mi

Comparison: 3 similar vehicles

Vicksburg, MS

2021 Chrysler Voyager LXI

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

2021 Chrysler Voyager LXI

Vicksburg, MS

Unscored
$15,415113,410 mi

Comparison: 6 similar vehicles

Vicksburg, MS

2021 GMC Terrain SLT

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

2021 GMC Terrain SLT

Vicksburg, MS

UnscoredInsufficient · 3
$15,420125,866 mi

Comparison: 3 similar vehicles

Vicksburg, MS

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Vicksburg, MS

UnscoredInsufficient · 3
$15,92099,377 mi

Comparison: 3 similar vehicles

Vicksburg, MS

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

Vicksburg, MS

UnscoredInsufficient · 3
$16,21589,678 mi

Comparison: 3 similar vehicles

Vicksburg, MS

2020 Kia Sportage S

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

2020 Kia Sportage S

Vicksburg, MS

Fair PriceLimited · 10
$16,75563,435 mi

Market: $11,000 – $18,788

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Vicksburg, MS

2017 Chevrolet Suburban LS

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

2017 Chevrolet Suburban LS

Vicksburg, MS

UnscoredInsufficient · 0
$16,995135,577 mi

Vicksburg, MS

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Vicksburg, MS

Fair PriceModerate · 28
$17,12356,160 mi

Market: $15,786 – $19,606

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Vicksburg, MS

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Vicksburg, MS

UnscoredInsufficient · 4
$17,20047,670 mi

Comparison: 4 similar vehicles

Vicksburg, MS

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Vicksburg, MS

Unscored
$17,24651,156 mi

Comparison: 18 similar vehicles

Vicksburg, MS

2025 Nissan Versa Sedan S

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

2025 Nissan Versa Sedan S

Vicksburg, MS

Unscored
$17,32544,848 mi

Comparison: 5 similar vehicles

Vicksburg, MS

2016 Jeep Wrangler Unlimited Rubicon

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

2016 Jeep Wrangler Unlimited Rubicon

Vicksburg, MS

Unscored
$17,325138,292 mi

Comparison: 9 similar vehicles

Vicksburg, MS

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Vicksburg, MS

Fair PriceLimited · 11
$17,39187,312 mi

Market: $14,995 – $21,123

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Vicksburg, MS

2023 Hyundai Tucson SEL

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

2023 Hyundai Tucson SEL

Vicksburg, MS

Unscored
$17,48291,170 mi

Comparison: 74 similar vehicles

Vicksburg, MS

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Vicksburg, MS

UnscoredInsufficient · 3
$17,76959,077 mi

Comparison: 3 similar vehicles

Vicksburg, MS

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

Vicksburg, MS

Unscored
$17,78656,452 mi

Comparison: 5 similar vehicles

Vicksburg, MS

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Vicksburg, MS

Fair PriceLimited · 15
$17,863105,351 mi

Market: $13,500 – $21,820

Comparison: 15 similar vehicles

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

Vicksburg, MS

2015 Nissan Frontier SV

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

2015 Nissan Frontier SV

Vicksburg, MS

UnscoredInsufficient · 0
$17,89556,396 mi

Vicksburg, MS

2022 Nissan Rogue SV

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

2022 Nissan Rogue SV

Vicksburg, MS

Unscored
$17,98596,256 mi

Comparison: 9 similar vehicles

Vicksburg, MS

2025 Nissan Versa Sedan SR

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

2025 Nissan Versa Sedan SR

Vicksburg, MS

UnscoredInsufficient · 0
$18,00060,689 mi

Vicksburg, MS

2020 Jeep Grand Cherokee Limited X

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

2020 Jeep Grand Cherokee Limited X

Vicksburg, MS

UnscoredInsufficient · 0
$18,208137,752 mi

Vicksburg, MS

2012 RAM 1500 Pickup Laramie

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

2012 RAM 1500 Pickup Laramie

Vicksburg, MS

UnscoredInsufficient · 4
$18,398115,669 mi

Comparison: 4 similar vehicles

Vicksburg, MS

2019 Lincoln Nautilus Base

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

2019 Lincoln Nautilus Base

Vicksburg, MS

UnscoredInsufficient · 0
$18,42374,448 mi

Vicksburg, MS

2023 Ford Escape Active

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

2023 Ford Escape Active

Vicksburg, MS

OverpricedModerate · 24
$18,42494,390 mi

Market: $16,142 – $18,256

Comparison: 24 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Vicksburg, MS

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Vicksburg, MS

Fair PriceModerate · 35
$18,52059,945 mi

Market: $17,798 – $20,498

Comparison: 35 similar vehicles

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

Vicksburg, MS

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Vicksburg, MS

Unscored
$18,85052,850 mi

Comparison: 15 similar vehicles

Vicksburg, MS

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Vicksburg, MS

Fair PriceLimited · 16
$18,87455,528 mi

Market: $17,246 – $21,822

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Vicksburg, MS

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Vicksburg, MS

Fair PriceModerate · 33
$18,99696,499 mi

Market: $7,995 – $19,929

Comparison: 33 similar vehicles

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

Vicksburg, MS

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Vicksburg, MS

UnscoredInsufficient · 3
$19,22758,864 mi

Comparison: 3 similar vehicles

Vicksburg, MS

2024 Mitsubishi Eclipse Cross LE

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

2024 Mitsubishi Eclipse Cross LE

Vicksburg, MS

UnscoredInsufficient · 0
$19,32553,168 mi

Vicksburg, MS

2021 Jeep Grand Cherokee Laredo E

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

2021 Jeep Grand Cherokee Laredo E

Vicksburg, MS

Unscored
$19,41991,414 mi

Comparison: 8 similar vehicles

Vicksburg, MS

2022 Ford Ranger XL

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

2022 Ford Ranger XL

Vicksburg, MS

Unscored
$19,424130,185 mi

Comparison: 11 similar vehicles

Vicksburg, MS

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Vicksburg, MS

UnscoredInsufficient · 3
$19,46056,354 mi

Comparison: 3 similar vehicles

Vicksburg, MS

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Vicksburg, MS

Unscored
$19,72156,675 mi

Comparison: 9 similar vehicles

Vicksburg, MS

2025 Nissan Kicks SV

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

2025 Nissan Kicks SV

Vicksburg, MS

UnscoredInsufficient · 0
$19,73457,759 mi

Vicksburg, MS

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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