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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 22, 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

46 listings found

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Sullivan, MO

UnscoredLimited · 6
$4,990144,115 mi

Comparison: 6 similar vehicles

Sullivan, MO

1999 Pontiac Firebird Base

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

1999 Pontiac Firebird Base

Sullivan, MO

UnscoredInsufficient · 0
$6,898125,270 mi

Sullivan, MO

No Photo

2000 Pontiac Firebird Base

Sullivan, MO

UnscoredInsufficient · 0
$6,950176,677 mi

Sullivan, MO

No Photo

2005 Ford Mustang GT Premium

Bourbon, MO

UnscoredInsufficient · 0
$7,250106,293 mi

Bourbon, MO

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Sullivan, MO

UnscoredLimited · 5
$10,900167,184 mi

Comparison: 5 similar vehicles

Sullivan, MO

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Rolla, MO

UnscoredLimited · 8
$12,999138,874 mi

Comparison: 8 similar vehicles

Rolla, MO

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Rolla, MO

UnscoredInsufficient · 0
$12,999151,612 mi

Rolla, MO

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Cuba, MO

UnscoredLimited · 7
$14,950131,330 mi

Comparison: 7 similar vehicles

Cuba, MO

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Union, MO

UnscoredInsufficient · 4
$15,99566,601 mi

Comparison: 4 similar vehicles

Union, MO

2014 Dodge Challenger R/T Classic

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

2014 Dodge Challenger R/T Classic

Rolla, MO

UnscoredInsufficient · 0
$16,500143,889 mi

Rolla, MO

2015 Dodge Challenger Scat Pack

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

2015 Dodge Challenger Scat Pack

Cuba, MO

UnscoredInsufficient · 0
$19,950135,560 mi

Cuba, MO

2014 Chevrolet Camaro 1SS

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

2014 Chevrolet Camaro 1SS

Rolla, MO

UnscoredInsufficient · 0
$19,99579,500 mi

Rolla, MO

2015 Chevrolet Camaro 2SS

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

2015 Chevrolet Camaro 2SS

Rolla, MO

UnscoredInsufficient · 0
$22,995139,000 mi

Rolla, MO

2017 Chevrolet Camaro 1SS

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

2017 Chevrolet Camaro 1SS

Waynesville, MO

UnscoredInsufficient · 0
$24,40084,120 mi

Waynesville, MO

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Washington, MO

UnscoredInsufficient · 4
$24,43949,236 mi

Comparison: 4 similar vehicles

Washington, MO

2012 Dodge Challenger SRT8

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

2012 Dodge Challenger SRT8

Rolla, MO

UnscoredInsufficient · 0
$24,99912,114 mi

Rolla, MO

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

Richwoods, MO

UnscoredInsufficient · 4
$29,50099,588 mi

Comparison: 4 similar vehicles

Richwoods, MO

2016 Chevrolet Camaro 1SS

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

2016 Chevrolet Camaro 1SS

Washington, MO

UnscoredInsufficient · 0
$31,37840,226 mi

Washington, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Sullivan, MO

UnscoredLimited · 9
$32,459Mileage not verified

Comparison: 9 similar vehicles

Sullivan, MO

2020 Ford Mustang GT

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

2020 Ford Mustang GT

Richwoods, MO

UnscoredInsufficient · 0
$32,50051,550 mi

Richwoods, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Saint James, MO

Fair PriceRobust · 167
$33,316Mileage not verified

Market: $28,684 – $44,142

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 392 days listed (based on current market benchmarks)

Saint James, MO

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

Saint Robert, MO

Fair PriceLimited · 18
$34,00045,959 mi

Market: $30,999 – $40,480

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Saint Robert, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Washington, MO

Fair PriceModerate · 48
$34,141Mileage not verified

Market: $32,183 – $44,142

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 347 days listed (based on current market benchmarks)

Washington, MO

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

Rolla, MO

UnscoredLimited · 7
$36,660Mileage not verified

Comparison: 7 similar vehicles

Rolla, MO

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

Union, MO

UnscoredInsufficient · 0
$36,82622,227 mi

Union, MO

2025 Mazda MX-5 Miata RF Club

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

2025 Mazda MX-5 Miata RF Club

Sullivan, MO

UnscoredInsufficient · 0
$36,99511,811 mi

Sullivan, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Washington, MO

Fair PriceModerate · 49
$38,838Mileage not verified

Market: $32,183 – $44,142

Comparison: 49 similar vehicles

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

Washington, MO

2024 BMW 4 Series 430i

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

2024 BMW 4 Series 430i

Rolla, MO

Fair PriceLimited · 11
$40,00026,417 mi

Market: $37,995 – $47,697

Comparison: 11 similar vehicles

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

Rolla, MO

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Jefferson City, MO

Fair PriceModerate · 31
$41,186Mileage not verified

Market: $36,004 – $43,254

Comparison: 31 similar vehicles

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

Jefferson City, MO

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

Sullivan, MO

Fair PriceModerate · 43
$42,6151,777 mi

Market: $34,867 – $65,900

Comparison: 43 similar vehicles

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

Sullivan, MO

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Rolla, MO

Fair PriceModerate · 31
$45,181Mileage not verified

Market: $45,795 – $48,045

Comparison: 31 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 50 days listed (based on current market benchmarks)

Rolla, MO

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

Washington, MO

Fair PriceLimited · 19
$47,35830,654 mi

Market: $32,962 – $48,920

Comparison: 19 similar vehicles

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

Washington, MO

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Sullivan, MO

UnscoredLimited · 5
$51,332Mileage not verified

Comparison: 5 similar vehicles

Sullivan, MO

2025 Ford Mustang GT

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

2025 Ford Mustang GT

Rolla, MO

UnscoredInsufficient · 0
$51,970Mileage not verified

Rolla, MO

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

Saint Robert, MO

Fair PriceModerate · 27
$54,971117 mi

Market: $48,124 – $118,328

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 607 days listed (based on current market benchmarks)

Saint Robert, MO

2025 BMW 4 Series M440i

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

2025 BMW 4 Series M440i

Sullivan, MO

Fair PriceModerate · 32
$54,99519,209 mi

Market: $53,026 – $65,176

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Sullivan, MO

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Washington, MO

Fair PriceModerate · 36
$58,469Mileage not verified

Market: $51,332 – $127,499

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 330 days listed (based on current market benchmarks)

Washington, MO

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Washington, MO

Fair PriceModerate · 36
$58,469Mileage not verified

Market: $51,332 – $127,499

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 314 days listed (based on current market benchmarks)

Washington, MO

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

Washington, MO

UnscoredLimited · 6
$58,691Mileage not verified

Comparison: 6 similar vehicles

Washington, MO

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Rolla, MO

UnscoredLimited · 5
$59,389Mileage not verified

Comparison: 5 similar vehicles

Rolla, MO

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Rolla, MO

UnscoredInsufficient · 4
$63,928223 mi

Comparison: 4 similar vehicles

Rolla, MO

2026 Chevrolet Corvette 1LT

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

2026 Chevrolet Corvette 1LT

Union, MO

UnscoredInsufficient · 0
$71,740900 mi

Union, MO

2026 Chevrolet Corvette 2LT

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

2026 Chevrolet Corvette 2LT

Rolla, MO

Fair PriceLimited · 17
$84,275Mileage not verified

Market: $83,986 – $105,590

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Rolla, MO

2023 Dodge Challenger SRT

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

2023 Dodge Challenger SRT

Linn, MO

Fair PriceModerate · 27
$95,8863,345 mi

Market: $62,761 – $138,850

Comparison: 27 similar vehicles

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

Linn, MO

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Saint Robert, MO

UnscoredLimited · 6
$119,229Mileage not verified

Comparison: 6 similar vehicles

Saint Robert, MO

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Rolla, MO

UnscoredInsufficient · 4
$128,706Mileage not verified

Comparison: 4 similar vehicles

Rolla, MO

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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