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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

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

800 listings found

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Orem, UT

UnscoredInsufficient · 0
$32,709Mileage not verified

Orem, UT

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

St. George, UT

UnscoredInsufficient · 0
$33,973Mileage not verified

St. George, UT

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Draper, UT

UnscoredLimited · 5
$37,279Mileage not verified

Comparison: 5 similar vehicles

Draper, UT

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Bountiful, UT

UnscoredInsufficient · 4
$37,536Mileage not verified

Comparison: 4 similar vehicles

Bountiful, UT

2027 Subaru BRZ tS

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

2027 Subaru BRZ tS

Salt Lake City, UT

UnscoredInsufficient · 0
$40,800Mileage not verified

Salt Lake City, UT

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Murray, UT

UnscoredLimited · 5
$41,094Mileage not verified

Comparison: 5 similar vehicles

Murray, UT

2027 Nissan Z Sport

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

2027 Nissan Z Sport

South Jordan, UT

UnscoredInsufficient · 0
$48,065Mileage not verified

South Jordan, UT

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Orem, UT

UnscoredLimited · 9
$56,397Mileage not verified

Comparison: 9 similar vehicles

Orem, UT

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Salt Lake City, UT

UnscoredLimited · 9
$57,872Mileage not verified

Comparison: 9 similar vehicles

Salt Lake City, UT

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Murray, UT

UnscoredLimited · 9
$58,865Mileage not verified

Comparison: 9 similar vehicles

Murray, UT

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Salt Lake City, UT

UnscoredLimited · 9
$59,314Mileage not verified

Comparison: 9 similar vehicles

Salt Lake City, UT

2027 BMW 4 Series 430i

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

2027 BMW 4 Series 430i

American Fork, UT

UnscoredInsufficient · 4
$63,004Mileage not verified

Comparison: 4 similar vehicles

American Fork, UT

2027 BMW 4 Series 430i

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

2027 BMW 4 Series 430i

American Fork, UT

UnscoredInsufficient · 4
$63,954Mileage not verified

Comparison: 4 similar vehicles

American Fork, UT

2027 Mercedes-Benz CLE 300

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

2027 Mercedes-Benz CLE 300

Farmington, UT

UnscoredInsufficient · 0
$67,655Mileage not verified

Farmington, UT

2027 Mercedes-Benz CLE 300

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

2027 Mercedes-Benz CLE 300

St. George, UT

Fair PriceModerate · 24
$70,554Mileage not verified

Market: $63,360 – $80,174

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

St. George, UT

2027 Nissan Z NISMO

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

2027 Nissan Z NISMO

North Salt Lake, UT

UnscoredInsufficient · 0
$71,330Mileage not verified

North Salt Lake, UT

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Salt Lake City, UT

UnscoredInsufficient · 3
$76,284Mileage not verified

Comparison: 3 similar vehicles

Salt Lake City, UT

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

South Jordan, UT

UnscoredInsufficient · 3
$76,829Mileage not verified

Comparison: 3 similar vehicles

South Jordan, UT

2027 Mercedes-Benz CLE AMG 53

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

2027 Mercedes-Benz CLE AMG 53

Farmington, UT

UnscoredInsufficient · 3
$87,770Mileage not verified

Comparison: 3 similar vehicles

Farmington, UT

2027 Mercedes-Benz CLE AMG 53

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

2027 Mercedes-Benz CLE AMG 53

Farmington, UT

UnscoredInsufficient · 3
$88,895Mileage not verified

Comparison: 3 similar vehicles

Farmington, UT

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Brigham City, UT

Fair PriceLimited · 11
$89,940Mileage not verified

Market: $87,550 – $118,344

Comparison: 11 similar vehicles

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

Brigham City, UT

2027 Mercedes-Benz CLE AMG 53

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

2027 Mercedes-Benz CLE AMG 53

Farmington, UT

UnscoredInsufficient · 3
$90,850Mileage not verified

Comparison: 3 similar vehicles

Farmington, UT

2027 Mercedes-Benz CLE AMG 53

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

2027 Mercedes-Benz CLE AMG 53

Farmington, UT

UnscoredInsufficient · 3
$90,970Mileage not verified

Comparison: 3 similar vehicles

Farmington, UT

2027 Mercedes-Benz CLE AMG 53

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

2027 Mercedes-Benz CLE AMG 53

St. George, UT

Fair PriceLimited · 17
$93,634Mileage not verified

Market: $90,445 – $107,541

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

St. George, UT

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Murray, UT

UnscoredLimited · 5
$94,620Mileage not verified

Comparison: 5 similar vehicles

Murray, UT

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

South Jordan, UT

Great DealLimited · 14
$99,029Mileage not verified

Market: $101,578 – $156,679

Comparison: 14 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 73 days listed (based on current market benchmarks)

South Jordan, UT

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

Park City, UT

Fair PriceLimited · 13
$101,578Mileage not verified

Market: $99,029 – $156,679

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Park City, UT

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

Spanish Fork, UT

UnscoredLimited · 8
$101,994Mileage not verified

Comparison: 8 similar vehicles

Spanish Fork, UT

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

St. George, UT

Fair PriceModerate · 20
$102,279Mileage not verified

Market: $92,819 – $149,410

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

St. George, UT

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

St. George, UT

Fair PriceLimited · 16
$108,389Mileage not verified

Market: $86,119 – $117,810

Comparison: 16 similar vehicles

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

St. George, UT

2027 BMW M4 Coupe M4

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

2027 BMW M4 Coupe M4

Murray, UT

UnscoredInsufficient · 0
$110,294Mileage not verified

Murray, UT

2027 BMW M4 Coupe M4

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

2027 BMW M4 Coupe M4

American Fork, UT

UnscoredInsufficient · 0
$111,194Mileage not verified

American Fork, UT

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

South Jordan, UT

UnscoredLimited · 5
$111,614Mileage not verified

Comparison: 5 similar vehicles

South Jordan, UT

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

Spanish Fork, UT

UnscoredLimited · 8
$116,329Mileage not verified

Comparison: 8 similar vehicles

Spanish Fork, UT

2027 Chevrolet Corvette 3LZ

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

2027 Chevrolet Corvette 3LZ

Price, UT

UnscoredLimited · 5
$135,114Mileage not verified

Comparison: 5 similar vehicles

Price, UT

2027 Chevrolet Corvette 2LZ

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

2027 Chevrolet Corvette 2LZ

St. George, UT

UnscoredInsufficient · 0
$145,509Mileage not verified

St. George, UT

2027 Chevrolet Corvette 3LZ

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

2027 Chevrolet Corvette 3LZ

Spanish Fork, UT

UnscoredInsufficient · 4
$147,084Mileage not verified

Comparison: 4 similar vehicles

Spanish Fork, UT

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

South Jordan, UT

OverpricedLimited · 14
$156,679Mileage not verified

Market: $99,029 – $120,139

Comparison: 14 similar vehicles

Priced ~30% above the typical market range for similar vehicles (based on current market benchmarks)

South Jordan, UT

2027 Chevrolet Corvette 3LZ

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

2027 Chevrolet Corvette 3LZ

Brigham City, UT

UnscoredInsufficient · 4
$160,508Mileage not verified

Comparison: 4 similar vehicles

Brigham City, UT

2027 Porsche 911 S

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

2027 Porsche 911 S

Lehi, UT

UnscoredInsufficient · 0
$208,799Mileage not verified

Lehi, UT

2027 Porsche 911 GTS

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

2027 Porsche 911 GTS

Lehi, UT

UnscoredInsufficient · 0
$229,809Mileage not verified

Lehi, UT

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

Midvale, UT

Fair PriceLimited · 12
$27,59911,568 mi

Market: $17,858 – $34,496

Comparison: 12 similar vehicles

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

Midvale, UT

2026 Toyota GR86 Base

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

2026 Toyota GR86 Base

Woods Cross, UT

Salvage titleInsufficient · 0
$27,700Mileage not verified

Woods Cross, UT

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

Draper, UT

Fair PriceLimited · 12
$29,59412,778 mi

Market: $17,858 – $34,496

Comparison: 12 similar vehicles

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

Draper, UT

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

Draper, UT

UnscoredInsufficient · 3
$30,5949,340 mi

Comparison: 3 similar vehicles

Draper, UT

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

Draper, UT

Fair PriceLimited · 12
$30,59410,368 mi

Market: $17,858 – $34,496

Comparison: 12 similar vehicles

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

Draper, UT

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Draper, UT

Salvage titleInsufficient · 0
$31,3001,334 mi

Draper, UT

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

Draper, UT

UnscoredInsufficient · 3
$31,5949,501 mi

Comparison: 3 similar vehicles

Draper, UT

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

Draper, UT

UnscoredInsufficient · 3
$31,5947,846 mi

Comparison: 3 similar vehicles

Draper, UT

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Draper, UT

UnscoredInsufficient · 4
$32,946Mileage not verified

Comparison: 4 similar vehicles

Draper, UT

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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