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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 10, 2026

5.9M+

Unique vehicles analyzed

as of October 9, 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

3,385 listings found

2027 Nissan KICKS S

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

2027 Nissan KICKS S

Rock Springs, WY

OverpricedRobust · 52
$26,460Mileage not verified

Market: $24,834 – $26,315

Comparison: 52 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Rock Springs, WY

2027 Subaru Crosstrek Base

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

2027 Subaru Crosstrek Base

Casper, WY

UnscoredInsufficient · 3
$28,470Mileage not verified

Comparison: 3 similar vehicles

Casper, WY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Rock Springs, WY

Fair PriceRobust · 154
$28,640Mileage not verified

Market: $27,321 – $31,965

Comparison: 154 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Rock Springs, WY

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 Nissan KICKS SV

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

2027 Nissan KICKS SV

Casper, WY

UnscoredInsufficient · 3
$29,439Mileage not verified

Comparison: 3 similar vehicles

Casper, WY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Casper, WY

UnscoredInsufficient · 3
$29,439Mileage not verified

Comparison: 3 similar vehicles

Casper, WY

2027 Kia Seltos LX

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

2027 Kia Seltos LX

Cheyenne, WY

OverpricedModerate · 25
$29,520Mileage not verified

Market: $25,600 – $29,409

Comparison: 25 similar vehicles

Cheyenne, 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 · 179
$29,990Mileage not verified

Market: $22,092 – $36,442

Comparison: 179 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Laramie, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Casper, WY

Fair PriceLimited · 13
$30,030Mileage not verified

Market: $30,485 – $33,855

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 9 days listed (based on current market benchmarks)

Casper, WY

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

Cheyenne, WY

Fair PriceRobust · 65
$30,084Mileage not verified

Market: $28,400 – $32,084

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Cheyenne, WY

2027 Hyundai Kona SEL Sport

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

2027 Hyundai Kona SEL Sport

Cheyenne, WY

Fair PriceRobust · 65
$30,094Mileage not verified

Market: $28,400 – $32,084

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Cheyenne, WY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Casper, WY

UnscoredInsufficient · 3
$30,389Mileage not verified

Comparison: 3 similar vehicles

Casper, WY

2027 Honda HR-V LX

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

2027 Honda HR-V LX

Casper, WY

UnscoredInsufficient · 0
$30,394Mileage not verified

Casper, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Cheyenne, WY

UnscoredLimited · 5
$30,415Mileage not verified

Comparison: 5 similar vehicles

Cheyenne, WY

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Cheyenne, WY

UnscoredLimited · 8
$30,440Mileage not verified

Comparison: 8 similar vehicles

Cheyenne, WY

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Cheyenne, WY

UnscoredLimited · 8
$30,445Mileage not verified

Comparison: 8 similar vehicles

Cheyenne, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Cheyenne, WY

UnscoredLimited · 5
$30,860Mileage not verified

Comparison: 5 similar vehicles

Cheyenne, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Cheyenne, WY

UnscoredLimited · 5
$30,870Mileage not verified

Comparison: 5 similar vehicles

Cheyenne, WY

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Cheyenne, WY

UnscoredLimited · 8
$30,878Mileage not verified

Comparison: 8 similar vehicles

Cheyenne, WY

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Cheyenne, WY

UnscoredLimited · 8
$30,878Mileage not verified

Comparison: 8 similar vehicles

Cheyenne, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Casper, WY

Fair PriceLimited · 13
$30,930Mileage not verified

Market: $30,030 – $33,855

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Casper, WY

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Cheyenne, WY

UnscoredLimited · 8
$30,985Mileage not verified

Comparison: 8 similar vehicles

Cheyenne, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Casper, WY

Fair PriceLimited · 13
$31,030Mileage not verified

Market: $30,030 – $33,855

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Casper, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Casper, WY

Fair PriceLimited · 13
$31,030Mileage not verified

Market: $30,030 – $33,855

Comparison: 13 similar vehicles

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

Casper, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Casper, WY

Fair PriceLimited · 13
$31,030Mileage not verified

Market: $30,030 – $33,855

Comparison: 13 similar vehicles

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

Casper, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Cheyenne, WY

UnscoredLimited · 5
$31,280Mileage not verified

Comparison: 5 similar vehicles

Cheyenne, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Cheyenne, WY

UnscoredLimited · 5
$31,490Mileage not verified

Comparison: 5 similar vehicles

Cheyenne, WY

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Casper, WY

UnscoredInsufficient · 3
$31,534Mileage not verified

Comparison: 3 similar vehicles

Casper, WY

2027 Hyundai Kona SEL Premium

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

2027 Hyundai Kona SEL Premium

Cheyenne, WY

Fair PriceModerate · 29
$31,554Mileage not verified

Market: $30,755 – $33,909

Comparison: 29 similar vehicles

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

Cheyenne, WY

2027 Kia Seltos EX

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

2027 Kia Seltos EX

Cheyenne, WY

Fair PriceModerate · 32
$32,475Mileage not verified

Market: $30,705 – $34,380

Comparison: 32 similar vehicles

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

Cheyenne, WY

2027 Honda HR-V Sport

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

2027 Honda HR-V Sport

Casper, WY

Fair PriceModerate · 26
$32,504Mileage not verified

Market: $30,440 – $32,812

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Casper, WY

2027 Honda HR-V EX-L

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

2027 Honda HR-V EX-L

Cheyenne, WY

Fair PriceRobust · 60
$32,525Mileage not verified

Market: $31,950 – $34,754

Comparison: 60 similar vehicles

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

Cheyenne, WY

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Casper, WY

UnscoredLimited · 5
$33,036Mileage not verified

Comparison: 5 similar vehicles

Casper, WY

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Cheyenne, WY

Fair PriceModerate · 48
$33,275Mileage not verified

Market: $28,405 – $33,670

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Cheyenne, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Cheyenne, WY

UnscoredInsufficient · 0
$33,545Mileage not verified

Cheyenne, WY

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Cheyenne, WY

OverpricedModerate · 48
$33,670Mileage not verified

Market: $28,405 – $33,392

Comparison: 48 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Cheyenne, WY

2027 Honda HR-V EX-L

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

2027 Honda HR-V EX-L

Lander, WY

UnscoredLimited · 8
$34,099Mileage not verified

Comparison: 8 similar vehicles

Lander, WY

2027 Kia Seltos S

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

2027 Kia Seltos S

Cheyenne, WY

UnscoredLimited · 5
$34,375Mileage not verified

Comparison: 5 similar vehicles

Cheyenne, WY

2027 Kia Sportage LX

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

2027 Kia Sportage LX

Cheyenne, WY

OverpricedLimited · 18
$34,620Mileage not verified

Market: $31,706 – $34,294

Comparison: 18 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Cheyenne, WY

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Laramie, WY

UnscoredInsufficient · 4
$34,638Mileage not verified

Comparison: 4 similar vehicles

Laramie, WY

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rawlins, WY

Fair PriceRobust · 100
$35,045Mileage not verified

Market: $30,044 – $39,399

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Rawlins, WY

2027 Volkswagen Taos SE Black

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

2027 Volkswagen Taos SE Black

Lander, WY

UnscoredInsufficient · 3
$35,244Mileage not verified

Comparison: 3 similar vehicles

Lander, WY

2027 Kia Seltos SX

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

2027 Kia Seltos SX

Cheyenne, WY

Fair PriceRobust · 62
$35,275Mileage not verified

Market: $33,492 – $41,123

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Cheyenne, WY

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rock Springs, WY

UnscoredInsufficient · 0
$35,449Mileage not verified

Rock Springs, WY

2027 Kia Seltos SX

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

2027 Kia Seltos SX

Cheyenne, WY

Fair PriceRobust · 62
$35,605Mileage not verified

Market: $33,492 – $41,123

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Cheyenne, WY

2027 Hyundai Santa Fe SE

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

2027 Hyundai Santa Fe SE

Cheyenne, WY

Fair PriceModerate · 42
$35,896Mileage not verified

Market: $34,240 – $41,639

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Cheyenne, WY

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Rock Springs, WY

UnscoredInsufficient · 0
$36,154Mileage not verified

Rock Springs, 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 · 179
$36,254Mileage not verified

Market: $22,092 – $36,442

Comparison: 179 similar vehicles

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

Laramie, WY

2027 Subaru Crosstrek Limited

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

2027 Subaru Crosstrek Limited

Cheyenne, WY

Fair PriceModerate · 30
$36,307Mileage not verified

Market: $33,575 – $38,630

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Cheyenne, WY

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Cheyenne, WY

Fair PriceRobust · 122
$36,389Mileage not verified

Market: $30,044 – $39,275

Comparison: 122 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Cheyenne, 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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