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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

122 listings found

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Jacksonville, TX

UnscoredModerate · 26
$6,900229,743 mi

Comparison: 26 similar vehicles

Jacksonville, TX

2014 Dodge Challenger Rallye Redline

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

2014 Dodge Challenger Rallye Redline

Tyler, TX

UnscoredInsufficient · 0
$10,450134,567 mi

Tyler, TX

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Tyler, TX

UnscoredLimited · 9
$11,495104,864 mi

Comparison: 9 similar vehicles

Tyler, TX

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Whitehouse, TX

UnscoredRobust · 60
$12,600147,194 mi

Comparison: 60 similar vehicles

Whitehouse, TX

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

White Oak, TX

UnscoredLimited · 8
$13,220126,125 mi

Comparison: 8 similar vehicles

White Oak, TX

2019 BMW 2 Series 230i

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

2019 BMW 2 Series 230i

Lindale, TX

UnscoredInsufficient · 0
$14,99595,001 mi

Lindale, TX

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Jacksonville, TX

Fair PriceRobust · 53
$14,99574,618 mi

Market: $9,950 – $19,000

Comparison: 53 similar vehicles

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

Jacksonville, TX

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Tyler, TX

Fair PriceModerate · 31
$17,50076,215 mi

Market: $11,999 – $21,000

Comparison: 31 similar vehicles

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

Tyler, TX

2019 Dodge Challenger R/T

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

2019 Dodge Challenger R/T

Tyler, TX

UnscoredLimited · 11
$17,854150,152 mi

Comparison: 11 similar vehicles

Tyler, TX

2018 Dodge Challenger R/T

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

2018 Dodge Challenger R/T

Tyler, TX

UnscoredInsufficient · 0
$18,499110,436 mi

Tyler, TX

2020 Dodge Challenger GT

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

2020 Dodge Challenger GT

Whitehouse, TX

UnscoredLimited · 9
$18,830108,490 mi

Comparison: 9 similar vehicles

Whitehouse, TX

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Longview, TX

UnscoredInsufficient · 0
$18,99550,893 mi

Longview, TX

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Marshall, TX

Fair PriceLimited · 17
$19,99578,684 mi

Market: $17,995 – $23,590

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Marshall, TX

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

Longview, TX

UnscoredInsufficient · 3
$19,995105,662 mi

Comparison: 3 similar vehicles

Longview, TX

2017 Chevrolet Camaro 2LT

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

2017 Chevrolet Camaro 2LT

Tyler, TX

UnscoredLimited · 9
$20,85978,649 mi

Comparison: 9 similar vehicles

Tyler, TX

2017 Dodge Challenger R/T

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

2017 Dodge Challenger R/T

Gladewater, TX

OverpricedLimited · 12
$21,10080,071 mi

Market: $16,995 – $18,233

Comparison: 12 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Gladewater, TX

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Frankston, TX

Fair PriceLimited · 17
$21,14086,128 mi

Market: $17,995 – $25,340

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Frankston, TX

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Longview, TX

UnscoredInsufficient · 0
$21,22059,980 mi

Longview, TX

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Longview, TX

UnscoredInsufficient · 0
$23,98954,065 mi

Longview, TX

2018 Dodge Challenger Scat Pack

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

2018 Dodge Challenger Scat Pack

Whitehouse, TX

Fair PriceLimited · 10
$24,113103,219 mi

Market: $21,491 – $34,220

Comparison: 10 similar vehicles

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

Whitehouse, TX

2016 Chevrolet Camaro 1SS

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

2016 Chevrolet Camaro 1SS

Marshall, TX

UnscoredInsufficient · 0
$24,99573,736 mi

Marshall, TX

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Kilgore, TX

Fair PriceModerate · 33
$25,03128,514 mi

Market: $22,400 – $30,376

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Kilgore, TX

2015 Ford Mustang GT Premium

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

2015 Ford Mustang GT Premium

Tyler, TX

Fair PriceRobust · 53
$25,17565,542 mi

Market: $14,498 – $30,158

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Tyler, TX

2018 Jaguar F-TYPE Base

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

2018 Jaguar F-TYPE Base

Tyler, TX

UnscoredInsufficient · 0
$25,50073,080 mi

Tyler, TX

2016 Ford Mustang GT

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

2016 Ford Mustang GT

Tyler, TX

Fair PriceModerate · 20
$26,76070,712 mi

Market: $17,995 – $28,590

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Tyler, TX

2015 Lexus RC 350

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

2015 Lexus RC 350

Tyler, TX

UnscoredInsufficient · 0
$27,07659,491 mi

Tyler, TX

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Tyler, TX

UnscoredInsufficient · 3
$27,77737,496 mi

Comparison: 3 similar vehicles

Tyler, TX

2022 Toyota GR86 Premium

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

2022 Toyota GR86 Premium

Carthage, TX

UnscoredInsufficient · 0
$28,55837,984 mi

Carthage, TX

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Tyler, TX

Fair PriceLimited · 19
$28,92594,336 mi

Market: $19,023 – $40,245

Comparison: 19 similar vehicles

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

Tyler, TX

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

Longview, TX

Fair PriceModerate · 20
$29,22060,197 mi

Market: $21,750 – $35,118

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Longview, TX

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

Longview, TX

UnscoredInsufficient · 3
$29,41149,522 mi

Comparison: 3 similar vehicles

Longview, TX

2019 Dodge Challenger Scat Pack

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

2019 Dodge Challenger Scat Pack

Tyler, TX

Fair PriceLimited · 11
$29,74575,064 mi

Market: $24,992 – $34,788

Comparison: 11 similar vehicles

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

Tyler, TX

2019 Lexus RC 350

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

2019 Lexus RC 350

Henderson, TX

UnscoredInsufficient · 0
$29,87066,115 mi

Henderson, TX

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Marshall, TX

UnscoredLimited · 5
$30,01522,386 mi

Comparison: 5 similar vehicles

Marshall, TX

2012 Jaguar XK R

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

2012 Jaguar XK R

Tyler, TX

UnscoredInsufficient · 0
$30,17561,237 mi

Tyler, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Jacksonville, TX

Fair PriceLimited · 11
$30,360Mileage not verified

Market: $30,872 – $39,515

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 162 days listed (based on current market benchmarks)

Jacksonville, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Jacksonville, TX

Fair PriceLimited · 11
$30,872Mileage not verified

Market: $30,360 – $39,515

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Jacksonville, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Tyler, TX

Fair PriceModerate · 24
$31,998788 mi

Market: $25,999 – $38,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Tyler, TX

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

Tyler, TX

UnscoredLimited · 8
$32,70520,783 mi

Comparison: 8 similar vehicles

Tyler, TX

2022 Chevrolet Camaro 2LT

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

2022 Chevrolet Camaro 2LT

Henderson, TX

UnscoredInsufficient · 0
$33,59324,320 mi

Henderson, TX

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

Henderson, TX

Fair PriceLimited · 19
$34,17247,560 mi

Market: $26,699 – $47,219

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Henderson, TX

2018 Dodge Challenger Scat Pack

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

2018 Dodge Challenger Scat Pack

White Oak, TX

UnscoredLimited · 8
$34,22067,004 mi

Comparison: 8 similar vehicles

White Oak, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Tyler, TX

Fair PriceModerate · 38
$34,949Mileage not verified

Market: $28,657 – $40,770

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Tyler, TX

2020 Mercedes-Benz E-Class E450

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

2020 Mercedes-Benz E-Class E450

Tyler, TX

UnscoredInsufficient · 0
$34,99843,770 mi

Tyler, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Marshall, TX

Fair PriceRobust · 148
$35,001Mileage not verified

Market: $27,561 – $44,397

Comparison: 148 similar vehicles

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

Marshall, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Nacogdoches, TX

Fair PriceRobust · 1630
$35,300Mileage not verified

Market: $27,561 – $51,069

Comparison: 1630 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Nacogdoches, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Jacksonville, TX

Fair PriceLimited · 11
$35,413Mileage not verified

Market: $30,360 – $39,515

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Jacksonville, TX

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Marshall, TX

UnscoredInsufficient · 0
$35,649Mileage not verified

Marshall, TX

2021 Ford Mustang GT Premium

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

2021 Ford Mustang GT Premium

Tyler, TX

UnscoredLimited · 9
$35,72561,078 mi

Comparison: 9 similar vehicles

Tyler, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Longview, TX

UnscoredLimited · 9
$36,219Mileage not verified

Comparison: 9 similar vehicles

Longview, TX

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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