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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 5, 2026

6.8M+

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

73 listings found

2015 Honda Civic LX

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

2015 Honda Civic LX

Tupelo, MS

Unscored
$11,400190,032 mi

Comparison: 47 similar vehicles

Tupelo, MS

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Tupelo, MS

Fair PriceRobust · 57
$14,950105,099 mi

Market: $10,500 – $24,322

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Tupelo, MS

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Tishomingo, MS

Fair PriceLimited · 15
$14,999105,277 mi

Market: $9,900 – $20,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Tishomingo, MS

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Tupelo, MS

Fair PriceLimited · 19
$15,49974,107 mi

Market: $6,452 – $18,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Tupelo, MS

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Columbus, MS

Fair PriceModerate · 44
$16,83094,678 mi

Market: $11,200 – $21,011

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Columbus, MS

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Starkville, MS

Unscored
$17,003167,230 mi

Comparison: 11 similar vehicles

Starkville, MS

2017 Dodge Challenger R/T Plus

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

2017 Dodge Challenger R/T Plus

Saltillo, MS

Unscored
$17,995148,708 mi

Comparison: 23 similar vehicles

Saltillo, MS

2020 Chevrolet Camaro 1LS

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

2020 Chevrolet Camaro 1LS

West Point, MS

UnscoredInsufficient · 0
$19,11870,594 mi

West Point, MS

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

New Albany, MS

UnscoredInsufficient · 0
$19,99756,363 mi

New Albany, MS

2021 Chevrolet Camaro 1LT

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

2021 Chevrolet Camaro 1LT

Tupelo, MS

Fair PriceLimited · 17
$21,45084,425 mi

Market: $15,500 – $24,500

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Tupelo, MS

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

West Point, MS

Fair PriceModerate · 35
$21,71877,981 mi

Market: $11,500 – $22,412

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

West Point, MS

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Saltillo, MS

Fair PriceModerate · 20
$21,995103,554 mi

Market: $15,495 – $31,014

Comparison: 20 similar vehicles

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

Saltillo, MS

2015 Chevrolet Camaro 2SS

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

2015 Chevrolet Camaro 2SS

Tishomingo, MS

UnscoredInsufficient · 0
$22,400117,000 mi

Tishomingo, MS

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Tupelo, MS

UnscoredInsufficient · 0
$23,85045,554 mi

Tupelo, MS

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Saltillo, MS

UnscoredInsufficient · 0
$23,99855,217 mi

Saltillo, MS

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Calhoun City, MS

Fair PriceModerate · 29
$25,72597,134 mi

Market: $16,900 – $26,692

Comparison: 29 similar vehicles

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

Calhoun City, MS

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Starkville, MS

UnscoredInsufficient · 0
$25,99753,998 mi

Starkville, MS

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Columbus, MS

OverpricedLimited · 11
$27,78463,287 mi

Market: $19,995 – $25,850

Comparison: 11 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Columbus, MS

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

New Albany, MS

Unscored
$28,49733,920 mi

Comparison: 9 similar vehicles

New Albany, MS

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Columbus, MS

Fair PriceLimited · 14
$29,98036,608 mi

Market: $27,998 – $31,577

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Columbus, MS

2021 BMW 4 Series 430i

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

2021 BMW 4 Series 430i

Saltillo, MS

UnscoredInsufficient · 0
$29,99841,704 mi

Saltillo, MS

2018 Chevrolet Camaro 2SS

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

2018 Chevrolet Camaro 2SS

Tupelo, MS

UnscoredInsufficient · 3
$30,084100,982 mi

Comparison: 3 similar vehicles

Tupelo, MS

2022 Ford Mustang GT Premium

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

2022 Ford Mustang GT Premium

Tupelo, MS

Unscored
$30,283115,212 mi

Comparison: 17 similar vehicles

Tupelo, MS

2019 Ford Mustang GT

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

2019 Ford Mustang GT

Sulligent, AL

Unscored
$30,78965,876 mi

Comparison: 8 similar vehicles

Sulligent, AL

2025 Nissan Z Sport

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

2025 Nissan Z Sport

Tupelo, MS

UnscoredInsufficient · 0
$31,24127,464 mi

Tupelo, MS

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Starkville, MS

UnscoredInsufficient · 3
$31,82460,730 mi

Comparison: 3 similar vehicles

Starkville, MS

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Tupelo, MS

Fair PriceModerate · 27
$31,93837,541 mi

Market: $31,777 – $47,898

Comparison: 27 similar vehicles

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

Tupelo, MS

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Columbus, MS

Unscored
$31,9901,951 mi

Comparison: 6 similar vehicles

Columbus, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Tupelo, MS

UnscoredInsufficient · 3
$32,887Mileage not verified

Comparison: 3 similar vehicles

Tupelo, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Starkville, MS

Fair PriceRobust · 668
$34,755Mileage not verified

Market: $27,889 – $43,995

Comparison: 668 similar vehicles

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

Starkville, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

New Albany, MS

UnscoredInsufficient · 4
$35,525Mileage not verified

Comparison: 4 similar vehicles

New Albany, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Tupelo, MS

UnscoredInsufficient · 3
$35,910Mileage not verified

Comparison: 3 similar vehicles

Tupelo, MS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fayette, AL

Fair PriceRobust · 82
$36,050Mileage not verified

Market: $30,936 – $44,449

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Fayette, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fayette, AL

Fair PriceRobust · 82
$36,050Mileage not verified

Market: $30,936 – $44,449

Comparison: 82 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Fayette, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Tupelo, MS

UnscoredInsufficient · 3
$37,742Mileage not verified

Comparison: 3 similar vehicles

Tupelo, MS

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Starkville, MS

Unscored
$37,982Mileage not verified

Comparison: 8 similar vehicles

Starkville, MS

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Starkville, MS

Unscored
$39,258Mileage not verified

Comparison: 8 similar vehicles

Starkville, MS

2020 Ford Mustang GT Premium

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

2020 Ford Mustang GT Premium

Columbus, MS

UnscoredInsufficient · 0
$39,32044,210 mi

Columbus, MS

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Starkville, MS

Unscored
$39,425Mileage not verified

Comparison: 8 similar vehicles

Starkville, MS

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Columbus, MS

Unscored
$40,180Mileage not verified

Comparison: 7 similar vehicles

Columbus, MS

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Starkville, MS

Unscored
$40,846Mileage not verified

Comparison: 8 similar vehicles

Starkville, MS

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Columbus, MS

Fair PriceLimited · 10
$41,020Mileage not verified

Market: $42,039 – $45,248

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 98 days listed (based on current market benchmarks)

Columbus, MS

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Starkville, MS

UnscoredInsufficient · 0
$41,080Mileage not verified

Starkville, MS

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Calhoun City, MS

UnscoredInsufficient · 3
$41,88627,553 mi

Comparison: 3 similar vehicles

Calhoun City, MS

2023 Nissan Z Performance

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

2023 Nissan Z Performance

Tupelo, MS

UnscoredInsufficient · 0
$42,01112,119 mi

Tupelo, MS

2022 Chevrolet Camaro 1SS

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

2022 Chevrolet Camaro 1SS

Tupelo, MS

Unscored
$42,41022,273 mi

Comparison: 5 similar vehicles

Tupelo, MS

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Tupelo, MS

Fair PriceRobust · 144
$42,875150 mi

Market: $31,500 – $51,645

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Tupelo, MS

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Saltillo, MS

Fair PriceLimited · 12
$43,070Mileage not verified

Market: $38,725 – $46,135

Comparison: 12 similar vehicles

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

Saltillo, MS

2025 Nissan Z Performance

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

2025 Nissan Z Performance

Columbus, MS

UnscoredInsufficient · 4
$44,89912,798 mi

Comparison: 4 similar vehicles

Columbus, MS

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

Starkville, MS

Fair PriceModerate · 29
$45,9959,587 mi

Market: $46,681 – $57,488

Comparison: 29 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 82 days listed (based on current market benchmarks)

Starkville, 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 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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