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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 6, 2026 · refresh delayed · 2 days ago

5.9M+

Unique vehicles analyzed

as of October 6, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

70 listings found

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Amarillo, TX

UnscoredInsufficient · 0
$38,941Mileage not verified

Amarillo, TX

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Amarillo, TX

UnscoredInsufficient · 0
$39,017Mileage not verified

Amarillo, TX

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Amarillo, TX

UnscoredLimited · 5
$57,525Mileage not verified

Comparison: 5 similar vehicles

Amarillo, TX

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Amarillo, TX

UnscoredInsufficient · 3
$58,690Mileage not verified

Comparison: 3 similar vehicles

Amarillo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Amarillo, TX

UnscoredLimited · 7
$32,380Mileage not verified

Comparison: 7 similar vehicles

Amarillo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Amarillo, TX

UnscoredLimited · 6
$34,045Mileage not verified

Comparison: 6 similar vehicles

Amarillo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Amarillo, TX

UnscoredLimited · 7
$34,655Mileage not verified

Comparison: 7 similar vehicles

Amarillo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Amarillo, TX

UnscoredLimited · 6
$36,570Mileage not verified

Comparison: 6 similar vehicles

Amarillo, TX

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

Amarillo, TX

Fair PriceModerate · 38
$36,900Mileage not verified

Market: $35,983 – $50,770

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Amarillo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Amarillo, TX

UnscoredLimited · 6
$38,155Mileage not verified

Comparison: 6 similar vehicles

Amarillo, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Amarillo, TX

UnscoredLimited · 6
$38,465Mileage not verified

Comparison: 6 similar vehicles

Amarillo, TX

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

Amarillo, TX

Fair PriceModerate · 38
$40,995Mileage not verified

Market: $35,983 – $50,770

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Amarillo, TX

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

Amarillo, TX

UnscoredLimited · 6
$42,275Mileage not verified

Comparison: 6 similar vehicles

Amarillo, TX

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

Amarillo, TX

Fair PriceModerate · 38
$46,780Mileage not verified

Market: $35,983 – $50,770

Comparison: 38 similar vehicles

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

Amarillo, TX

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Amarillo, TX

UnscoredInsufficient · 3
$47,745Mileage not verified

Comparison: 3 similar vehicles

Amarillo, TX

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

Dumas, TX

Fair PriceModerate · 29
$49,915Mileage not verified

Market: $35,983 – $50,770

Comparison: 29 similar vehicles

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

Dumas, TX

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Amarillo, TX

UnscoredInsufficient · 3
$50,045Mileage not verified

Comparison: 3 similar vehicles

Amarillo, TX

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Amarillo, TX

Fair PriceLimited · 13
$52,425Mileage not verified

Market: $46,665 – $56,370

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Amarillo, TX

2026 Ford Mustang GT

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

2026 Ford Mustang GT

Amarillo, TX

UnscoredInsufficient · 3
$56,370Mileage not verified

Comparison: 3 similar vehicles

Amarillo, TX

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

Amarillo, TX

Fair PriceModerate · 39
$59,345Mileage not verified

Market: $53,934 – $174,078

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Amarillo, TX

2026 BMW 4 Series 430i

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

2026 BMW 4 Series 430i

Amarillo, TX

UnscoredInsufficient · 0
$65,580Mileage not verified

Amarillo, TX

2026 Chevrolet Corvette 1LT

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

2026 Chevrolet Corvette 1LT

Amarillo, TX

UnscoredInsufficient · 0
$71,2242,780 mi

Amarillo, TX

2026 Chevrolet Corvette 2LT

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

2026 Chevrolet Corvette 2LT

Amarillo, TX

UnscoredLimited · 5
$76,630Mileage not verified

Comparison: 5 similar vehicles

Amarillo, TX

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

Tulia, TX

Fair PriceRobust · 50
$121,715Mileage not verified

Market: $70,455 – $176,535

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Tulia, TX

2026 Chevrolet Corvette 3LZ

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

2026 Chevrolet Corvette 3LZ

Amarillo, TX

UnscoredInsufficient · 0
$267,000Mileage not verified

Amarillo, TX

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Amarillo, TX

UnscoredInsufficient · 0
$29,21712,652 mi

Amarillo, TX

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Amarillo, TX

UnscoredInsufficient · 0
$34,9987,841 mi

Amarillo, TX

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

Amarillo, TX

Great DealLimited · 10
$43,467Mileage not verified

Market: $47,020 – $55,460

Comparison: 10 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 108 days listed (based on current market benchmarks)

Amarillo, TX

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

Hereford, TX

UnscoredLimited · 9
$50,00011,903 mi

Comparison: 9 similar vehicles

Hereford, TX

2025 Ford Mustang Dark Horse

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

2025 Ford Mustang Dark Horse

Amarillo, TX

UnscoredInsufficient · 0
$64,3267,462 mi

Amarillo, TX

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Hereford, TX

UnscoredInsufficient · 4
$29,71718,581 mi

Comparison: 4 similar vehicles

Hereford, TX

2024 Nissan Z Sport

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

2024 Nissan Z Sport

Amarillo, TX

UnscoredInsufficient · 0
$37,9952,350 mi

Amarillo, TX

2024 Nissan Z Performance

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

2024 Nissan Z Performance

Amarillo, TX

UnscoredInsufficient · 0
$42,99814,199 mi

Amarillo, TX

2024 Ford Mustang GT Premium

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

2024 Ford Mustang GT Premium

Amarillo, TX

Fair PriceLimited · 12
$45,17560,763 mi

Market: $44,049 – $53,998

Comparison: 12 similar vehicles

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

Amarillo, TX

2024 Ford Mustang Dark Horse

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

2024 Ford Mustang Dark Horse

Amarillo, TX

UnscoredInsufficient · 0
$59,9319,989 mi

Amarillo, TX

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Amarillo, TX

Fair PriceLimited · 14
$30,22414,128 mi

Market: $30,676 – $33,445

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 34 days listed (based on current market benchmarks)

Amarillo, TX

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Amarillo, TX

Fair PriceLimited · 14
$30,67613,790 mi

Market: $30,224 – $33,445

Comparison: 14 similar vehicles

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

Amarillo, TX

2023 Chevrolet Corvette 1LT

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

2023 Chevrolet Corvette 1LT

Amarillo, TX

UnscoredInsufficient · 0
$66,2056,299 mi

Amarillo, TX

2023 Dodge Challenger SRT

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

2023 Dodge Challenger SRT

Amarillo, TX

UnscoredLimited · 9
$71,8964,095 mi

Comparison: 9 similar vehicles

Amarillo, TX

2022 Chevrolet Camaro 1LS

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

2022 Chevrolet Camaro 1LS

Amarillo, TX

UnscoredInsufficient · 0
$27,90075,379 mi

Amarillo, 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

Amarillo, TX

OverpricedModerate · 31
$51,99523,600 mi

Market: $26,327 – $47,220

Comparison: 31 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Amarillo, 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

Amarillo, TX

Fair PriceModerate · 24
$35,99555,500 mi

Market: $29,999 – $47,996

Comparison: 24 similar vehicles

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

Amarillo, 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

Amarillo, TX

Fair PriceModerate · 24
$44,97518,897 mi

Market: $29,999 – $47,996

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 305 days listed (based on current market benchmarks)

Amarillo, TX

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Amarillo, TX

UnscoredInsufficient · 4
$24,90072,719 mi

Comparison: 4 similar vehicles

Amarillo, TX

2020 Chevrolet Camaro 2SS

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

2020 Chevrolet Camaro 2SS

Amarillo, TX

UnscoredInsufficient · 0
$29,90085,000 mi

Amarillo, 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

Amarillo, TX

UnscoredInsufficient · 0
$37,1257,118 mi

Amarillo, TX

2020 Chevrolet Corvette 3LT

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

2020 Chevrolet Corvette 3LT

Amarillo, TX

UnscoredInsufficient · 0
$69,99512,750 mi

Amarillo, TX

2019 Mercedes-Benz C-Class Coupe C300

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

2019 Mercedes-Benz C-Class Coupe C300

Amarillo, TX

UnscoredInsufficient · 0
$24,50088,791 mi

Amarillo, TX

2019 Chevrolet Camaro 2LT

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

2019 Chevrolet Camaro 2LT

Amarillo, TX

UnscoredInsufficient · 0
$24,50056,538 mi

Amarillo, TX

2019 INFINITI Q60 Coupe LUXE

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

2019 INFINITI Q60 Coupe LUXE

Amarillo, TX

UnscoredInsufficient · 0
$29,99831,985 mi

Amarillo, 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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 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 manage their profile, 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, exports, and enhanced merchandising.
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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