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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 13, 2026

6M+

Unique vehicles analyzed

as of October 12, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

807 listings found

2027 Subaru Crosstrek Base

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

2027 Subaru Crosstrek Base

Butte, MT

UnscoredLimited · 5
$29,190Mileage not verified

Comparison: 5 similar vehicles

Butte, MT

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Butte, MT

UnscoredInsufficient · 4
$30,227Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

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

Butte, MT

Fair PriceLimited · 16
$30,379Mileage not verified

Market: $30,811 – $32,404

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 15 days listed (based on current market benchmarks)

Butte, MT

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

Butte, MT

Fair PriceLimited · 16
$31,905Mileage not verified

Market: $30,379 – $32,404

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Butte, MT

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

Butte, MT

Fair PriceLimited · 12
$32,332Mileage not verified

Market: $32,398 – $34,454

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 32 days listed (based on current market benchmarks)

Butte, MT

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Butte, MT

UnscoredInsufficient · 4
$32,472Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Butte, MT

UnscoredInsufficient · 0
$32,760Mileage not verified

Butte, MT

2027 Toyota Corolla XLE

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

2027 Toyota Corolla XLE

Butte, MT

UnscoredInsufficient · 0
$32,847Mileage not verified

Butte, MT

2027 Subaru Crosstrek Premium

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

2027 Subaru Crosstrek Premium

Butte, MT

UnscoredInsufficient · 4
$32,867Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2027 Honda CR-V EX

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

2027 Honda CR-V EX

Butte, MT

UnscoredInsufficient · 3
$34,953Mileage not verified

Comparison: 3 similar vehicles

Butte, MT

2027 Honda CR-V EX

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

2027 Honda CR-V EX

Butte, MT

UnscoredInsufficient · 3
$34,953Mileage not verified

Comparison: 3 similar vehicles

Butte, MT

2027 Honda CR-V EX

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

2027 Honda CR-V EX

Butte, MT

UnscoredInsufficient · 3
$35,284Mileage not verified

Comparison: 3 similar vehicles

Butte, MT

2027 Honda CR-V EX

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

2027 Honda CR-V EX

Butte, MT

UnscoredInsufficient · 3
$35,284Mileage not verified

Comparison: 3 similar vehicles

Butte, MT

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Butte, MT

UnscoredInsufficient · 0
$35,289Mileage not verified

Butte, MT

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Butte, MT

Fair PriceModerate · 31
$36,911Mileage not verified

Market: $36,911 – $39,824

Comparison: 31 similar vehicles

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

Butte, MT

2027 Honda CR-V EX-L

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

2027 Honda CR-V EX-L

Butte, MT

Fair PriceModerate · 31
$36,911Mileage not verified

Market: $36,911 – $39,824

Comparison: 31 similar vehicles

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

Butte, MT

2027 Subaru Crosstrek Wilderness

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

2027 Subaru Crosstrek Wilderness

Butte, MT

UnscoredInsufficient · 3
$38,466Mileage not verified

Comparison: 3 similar vehicles

Butte, MT

2027 Subaru Crosstrek Wilderness

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

2027 Subaru Crosstrek Wilderness

Butte, MT

UnscoredInsufficient · 3
$38,861Mileage not verified

Comparison: 3 similar vehicles

Butte, MT

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Butte, MT

UnscoredLimited · 5
$39,334Mileage not verified

Comparison: 5 similar vehicles

Butte, MT

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Butte, MT

UnscoredLimited · 6
$39,334Mileage not verified

Comparison: 6 similar vehicles

Butte, MT

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Butte, MT

UnscoredLimited · 5
$39,384Mileage not verified

Comparison: 5 similar vehicles

Butte, MT

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Anaconda, MT

Fair PriceModerate · 32
$39,408Mileage not verified

Market: $36,838 – $42,873

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Anaconda, MT

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Anaconda, MT

Fair PriceModerate · 32
$39,870Mileage not verified

Market: $36,838 – $42,873

Comparison: 32 similar vehicles

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

Anaconda, MT

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Butte, MT

UnscoredLimited · 5
$40,029Mileage not verified

Comparison: 5 similar vehicles

Butte, MT

2027 Honda CR-V Sport-L

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

2027 Honda CR-V Sport-L

Butte, MT

Great DealModerate · 20
$40,063Mileage not verified

Market: $42,175 – $43,129

Comparison: 20 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 20 days listed (based on current market benchmarks)

Butte, MT

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Butte, MT

UnscoredInsufficient · 0
$41,403Mileage not verified

Butte, MT

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Butte, MT

UnscoredInsufficient · 0
$41,659Mileage not verified

Butte, MT

2027 Honda CR-V Sport Touring

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

2027 Honda CR-V Sport Touring

Butte, MT

Fair PriceLimited · 11
$41,839Mileage not verified

Market: $41,839 – $45,474

Comparison: 11 similar vehicles

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

Butte, MT

2027 Honda CR-V Sport Touring

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

2027 Honda CR-V Sport Touring

Butte, MT

Fair PriceLimited · 11
$41,839Mileage not verified

Market: $41,839 – $45,474

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Butte, MT

2027 Toyota Prius Plug-in Hybrid XSE

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

2027 Toyota Prius Plug-in Hybrid XSE

Butte, MT

UnscoredInsufficient · 0
$42,042Mileage not verified

Butte, MT

2027 Subaru Ascent Premium

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

2027 Subaru Ascent Premium

Butte, MT

UnscoredInsufficient · 3
$43,328Mileage not verified

Comparison: 3 similar vehicles

Butte, MT

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Butte, MT

UnscoredInsufficient · 0
$45,464Mileage not verified

Butte, MT

2027 Jeep Wrangler 2-Door Sport

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

2027 Jeep Wrangler 2-Door Sport

Anaconda, MT

UnscoredInsufficient · 3
$45,667Mileage not verified

Comparison: 3 similar vehicles

Anaconda, MT

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Butte, MT

Fair PriceLimited · 10
$45,789Mileage not verified

Market: $42,978 – $47,524

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Butte, MT

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Butte, MT

UnscoredInsufficient · 0
$48,003Mileage not verified

Butte, MT

2027 Jeep Grand Cherokee Laredo

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

2027 Jeep Grand Cherokee Laredo

Anaconda, MT

Fair PriceModerate · 22
$49,183Mileage not verified

Market: $38,998 – $51,045

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Anaconda, MT

2027 Jeep Grand Cherokee Laredo

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

2027 Jeep Grand Cherokee Laredo

Anaconda, MT

Fair PriceModerate · 22
$49,183Mileage not verified

Market: $38,998 – $51,045

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Anaconda, MT

2027 Honda Odyssey Elite

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

2027 Honda Odyssey Elite

Butte, MT

UnscoredInsufficient · 4
$49,419Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2027 Honda Odyssey Elite

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

2027 Honda Odyssey Elite

Butte, MT

UnscoredInsufficient · 4
$49,745Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Anaconda, MT

Fair PriceModerate · 25
$51,740Mileage not verified

Market: $47,761 – $54,108

Comparison: 25 similar vehicles

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

Anaconda, MT

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Anaconda, MT

Fair PriceModerate · 25
$51,979Mileage not verified

Market: $47,761 – $54,108

Comparison: 25 similar vehicles

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

Anaconda, MT

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Butte, MT

UnscoredInsufficient · 4
$52,044Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Anaconda, MT

UnscoredInsufficient · 4
$53,276Mileage not verified

Comparison: 4 similar vehicles

Anaconda, MT

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Anaconda, MT

UnscoredInsufficient · 4
$53,739Mileage not verified

Comparison: 4 similar vehicles

Anaconda, MT

2027 Jeep Grand Cherokee Limited Reserve

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

2027 Jeep Grand Cherokee Limited Reserve

Anaconda, MT

Fair PriceLimited · 11
$54,206Mileage not verified

Market: $53,103 – $57,370

Comparison: 11 similar vehicles

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

Anaconda, MT

2027 RAM 1500 Pickup Express

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

2027 RAM 1500 Pickup Express

Anaconda, MT

UnscoredLimited · 6
$55,200Mileage not verified

Comparison: 6 similar vehicles

Anaconda, MT

2027 GMC Acadia AT4

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

2027 GMC Acadia AT4

Butte, MT

UnscoredInsufficient · 4
$57,464Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2027 GMC Acadia AT4

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

2027 GMC Acadia AT4

Butte, MT

UnscoredInsufficient · 4
$57,614Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Butte, MT

UnscoredInsufficient · 0
$58,624Mileage not verified

Butte, MT

2027 GMC Acadia AT4

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

2027 GMC Acadia AT4

Butte, MT

UnscoredInsufficient · 4
$58,634Mileage not verified

Comparison: 4 similar vehicles

Butte, MT

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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