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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

32 listings found

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Gillette, WY

UnscoredInsufficient · 0
$29,294Mileage not verified

Gillette, WY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Laramie, WY

Fair PriceRobust · 190
$29,990Mileage not verified

Market: $22,092 – $36,254

Comparison: 190 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Laramie, WY

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Laramie, WY

OverpricedRobust · 190
$36,254Mileage not verified

Market: $22,092 – $33,185

Comparison: 190 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Laramie, WY

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

Cheyenne, WY

Fair PriceModerate · 32
$46,727Mileage not verified

Market: $46,975 – $49,943

Comparison: 32 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 20 days listed (based on current market benchmarks)

Cheyenne, WY

2027 Toyota bZ Woodland

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

2027 Toyota bZ Woodland

Laramie, WY

Fair PriceModerate · 32
$48,744Mileage not verified

Market: $46,727 – $49,943

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Laramie, WY

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Cheyenne, WY

UnscoredLimited · 7
$59,734Mileage not verified

Comparison: 7 similar vehicles

Cheyenne, WY

2027 Cadillac LYRIQ Premium Luxury

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

2027 Cadillac LYRIQ Premium Luxury

Cheyenne, WY

UnscoredLimited · 7
$69,190Mileage not verified

Comparison: 7 similar vehicles

Cheyenne, WY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Laramie, WY

Fair PriceModerate · 32
$46,563Mileage not verified

Market: $46,096 – $49,963

Comparison: 32 similar vehicles

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

Laramie, WY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Cheyenne, WY

Fair PriceModerate · 32
$46,853Mileage not verified

Market: $46,096 – $49,963

Comparison: 32 similar vehicles

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

Cheyenne, WY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Powell, WY

UnscoredInsufficient · 0
$47,499Mileage not verified

Powell, WY

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Laramie, WY

Fair PriceModerate · 32
$47,818Mileage not verified

Market: $46,096 – $49,963

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Laramie, WY

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Gillette, WY

UnscoredInsufficient · 0
$48,594Mileage not verified

Gillette, WY

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Cheyenne, WY

Fair PriceRobust · 118
$50,419123 mi

Market: $43,793 – $58,150

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Cheyenne, WY

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Casper, WY

Fair PriceModerate · 21
$52,953Mileage not verified

Market: $46,044 – $58,150

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Casper, WY

2026 Chevrolet Silverado EV LT

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

2026 Chevrolet Silverado EV LT

Jackson, WY

UnscoredInsufficient · 0
$63,495Mileage not verified

Jackson, WY

2026 Cadillac LYRIQ V Premium

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

2026 Cadillac LYRIQ V Premium

Cheyenne, WY

UnscoredLimited · 8
$82,2644,993 mi

Comparison: 8 similar vehicles

Cheyenne, WY

2026 GMC HUMMER EV 3X

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

2026 GMC HUMMER EV 3X

Cheyenne, WY

UnscoredInsufficient · 0
$123,208Mileage not verified

Cheyenne, WY

2026 Tesla Model S Plaid

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

2026 Tesla Model S Plaid

Casper, WY

UnscoredInsufficient · 0
$144,5008,015 mi

Casper, WY

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Cheyenne, WY

UnscoredInsufficient · 4
$15,61018,388 mi

Comparison: 4 similar vehicles

Cheyenne, WY

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Laramie, WY

UnscoredLimited · 7
$17,98413,543 mi

Comparison: 7 similar vehicles

Laramie, WY

2025 Volkswagen ID.4 PRO S

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

2025 Volkswagen ID.4 PRO S

Casper, WY

UnscoredInsufficient · 0
$36,7504,745 mi

Casper, WY

2025 Rivian R1T Ascend

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

2025 Rivian R1T Ascend

Cheyenne, WY

UnscoredInsufficient · 0
$85,79317,375 mi

Cheyenne, WY

2025 GMC HUMMER EV 3X

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

2025 GMC HUMMER EV 3X

Powell, WY

UnscoredInsufficient · 0
$87,599572 mi

Powell, WY

2025 GMC HUMMER EV 2X

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

2025 GMC HUMMER EV 2X

Laramie, WY

UnscoredInsufficient · 0
$87,9401,027 mi

Laramie, WY

2025 GMC HUMMER EV 3X

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

2025 GMC HUMMER EV 3X

Cheyenne, WY

UnscoredInsufficient · 0
$101,3947,840 mi

Cheyenne, WY

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

Laramie, WY

Fair PriceModerate · 21
$17,92519,430 mi

Market: $17,024 – $20,997

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Laramie, WY

2024 Tesla Model Y Performance

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

2024 Tesla Model Y Performance

Sheridan, WY

UnscoredInsufficient · 0
$38,57424,050 mi

Sheridan, WY

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Laramie, WY

Fair PriceRobust · 144
$33,07733,356 mi

Market: $26,866 – $36,779

Comparison: 144 similar vehicles

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

Laramie, WY

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Laramie, WY

Fair PriceModerate · 42
$35,48734,122 mi

Market: $29,997 – $38,171

Comparison: 42 similar vehicles

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

Laramie, WY

2021 Audi e-tron Premium Plus

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

2021 Audi e-tron Premium Plus

Casper, WY

UnscoredInsufficient · 0
$19,50097,781 mi

Casper, WY

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Evanston, WY

Fair PriceRobust · 52
$20,984107,796 mi

Market: $14,995 – $33,339

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Evanston, WY

2019 Nissan Leaf SL Plus

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

2019 Nissan Leaf SL Plus

Casper, WY

UnscoredInsufficient · 0
$12,000101,016 mi

Casper, WY

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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