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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 8, 2026

5.9M+

Unique vehicles analyzed

as of October 8, 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

688 listings found

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Iron River, MI

UnscoredInsufficient · 4
$32,995Mileage not verified

Comparison: 4 similar vehicles

Iron River, MI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Iron River, MI

UnscoredInsufficient · 4
$32,995Mileage not verified

Comparison: 4 similar vehicles

Iron River, MI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Eagle River, WI

Fair PriceLimited · 14
$36,076Mileage not verified

Market: $32,995 – $37,304

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Eagle River, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Eagle River, WI

Fair PriceLimited · 14
$36,076Mileage not verified

Market: $32,995 – $37,304

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Eagle River, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Eagle River, WI

Fair PriceLimited · 14
$36,275Mileage not verified

Market: $32,995 – $37,304

Comparison: 14 similar vehicles

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

Eagle River, WI

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Iron River, MI

Fair PriceRobust · 138
$38,385Mileage not verified

Market: $33,719 – $43,564

Comparison: 138 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Iron River, MI

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Eagle River, WI

UnscoredLimited · 9
$39,368Mileage not verified

Comparison: 9 similar vehicles

Eagle River, WI

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Eagle River, WI

UnscoredInsufficient · 3
$41,343Mileage not verified

Comparison: 3 similar vehicles

Eagle River, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Eagle River, WI

UnscoredLimited · 6
$42,872Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Eagle River, WI

UnscoredLimited · 6
$42,872Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Eagle River, WI

UnscoredLimited · 6
$43,335Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Eagle River, WI

UnscoredLimited · 6
$43,335Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Eagle River, WI

UnscoredInsufficient · 3
$43,490Mileage not verified

Comparison: 3 similar vehicles

Eagle River, WI

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Eagle River, WI

Fair PriceRobust · 117
$45,484Mileage not verified

Market: $45,112 – $53,754

Comparison: 117 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Eagle River, WI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Eagle River, WI

UnscoredLimited · 5
$46,899Mileage not verified

Comparison: 5 similar vehicles

Eagle River, WI

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Eagle River, WI

Fair PriceRobust · 117
$47,315Mileage not verified

Market: $45,112 – $53,754

Comparison: 117 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Eagle River, WI

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Eagle River, WI

UnscoredLimited · 7
$48,203Mileage not verified

Comparison: 7 similar vehicles

Eagle River, WI

2027 Jeep Wrangler 4-Door Sport S

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

2027 Jeep Wrangler 4-Door Sport S

Eagle River, WI

UnscoredInsufficient · 4
$48,860Mileage not verified

Comparison: 4 similar vehicles

Eagle River, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Minocqua, WI

UnscoredInsufficient · 4
$48,954Mileage not verified

Comparison: 4 similar vehicles

Minocqua, WI

2027 Jeep Wrangler 4-Door Sport S

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

2027 Jeep Wrangler 4-Door Sport S

Eagle River, WI

UnscoredInsufficient · 4
$49,370Mileage not verified

Comparison: 4 similar vehicles

Eagle River, WI

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

Eagle River, WI

Fair PriceRobust · 267
$49,790Mileage not verified

Market: $46,390 – $57,901

Comparison: 267 similar vehicles

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

Eagle River, WI

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Eagle River, WI

Fair PriceRobust · 105
$50,126Mileage not verified

Market: $48,543 – $56,952

Comparison: 105 similar vehicles

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

Eagle River, WI

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Eagle River, WI

UnscoredInsufficient · 3
$50,126Mileage not verified

Comparison: 3 similar vehicles

Eagle River, WI

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Eagle River, WI

UnscoredInsufficient · 3
$50,662Mileage not verified

Comparison: 3 similar vehicles

Eagle River, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Minocqua, WI

UnscoredInsufficient · 4
$51,034Mileage not verified

Comparison: 4 similar vehicles

Minocqua, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Minocqua, WI

UnscoredInsufficient · 4
$51,144Mileage not verified

Comparison: 4 similar vehicles

Minocqua, WI

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

Eagle River, WI

Fair PriceRobust · 267
$51,990Mileage not verified

Market: $46,390 – $57,901

Comparison: 267 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Eagle River, WI

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Eagle River, WI

UnscoredLimited · 7
$53,138Mileage not verified

Comparison: 7 similar vehicles

Eagle River, WI

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

Minocqua, WI

UnscoredInsufficient · 3
$54,059Mileage not verified

Comparison: 3 similar vehicles

Minocqua, WI

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Eagle River, WI

UnscoredLimited · 6
$54,105Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Eagle River, WI

Fair PriceRobust · 71
$54,124Mileage not verified

Market: $51,860 – $79,920

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Eagle River, WI

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Eagle River, WI

Fair PriceRobust · 74
$54,124Mileage not verified

Market: $50,841 – $76,574

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Eagle River, WI

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Minocqua, WI

Fair PriceRobust · 458
$54,554Mileage not verified

Market: $49,242 – $76,045

Comparison: 458 similar vehicles

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

Minocqua, WI

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Eagle River, WI

UnscoredLimited · 6
$55,713Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Eagle River, WI

UnscoredLimited · 6
$55,713Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Jeep Wrangler 4-Door Willys

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

2027 Jeep Wrangler 4-Door Willys

Eagle River, WI

UnscoredInsufficient · 4
$56,211Mileage not verified

Comparison: 4 similar vehicles

Eagle River, WI

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Minocqua, WI

UnscoredLimited · 7
$56,648449 mi

Comparison: 7 similar vehicles

Minocqua, WI

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Eagle River, WI

Fair PriceRobust · 184
$57,067Mileage not verified

Market: $53,050 – $65,649

Comparison: 184 similar vehicles

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

Eagle River, WI

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Eagle River, WI

Fair PriceRobust · 74
$57,124Mileage not verified

Market: $50,841 – $76,574

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Eagle River, WI

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Eagle River, WI

UnscoredLimited · 6
$57,990Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Minocqua, WI

Fair PriceRobust · 182
$59,064Mileage not verified

Market: $54,110 – $88,620

Comparison: 182 similar vehicles

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

Minocqua, WI

2027 RAM 2500 Pickup Tradesman/Warlock

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

2027 RAM 2500 Pickup Tradesman/Warlock

Eagle River, WI

Fair PriceModerate · 33
$59,431Mileage not verified

Market: $59,047 – $80,447

Comparison: 33 similar vehicles

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

Eagle River, WI

2027 RAM 2500 Pickup Tradesman/Warlock

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

2027 RAM 2500 Pickup Tradesman/Warlock

Eagle River, WI

Fair PriceModerate · 33
$59,840Mileage not verified

Market: $59,047 – $80,447

Comparison: 33 similar vehicles

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

Eagle River, WI

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Eagle River, WI

UnscoredLimited · 6
$59,990Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Eagle River, WI

UnscoredLimited · 6
$60,490Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Eagle River, WI

UnscoredLimited · 6
$60,990Mileage not verified

Comparison: 6 similar vehicles

Eagle River, WI

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Eagle River, WI

Fair PriceRobust · 71
$61,375Mileage not verified

Market: $51,860 – $79,920

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Eagle River, WI

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Minocqua, WI

Fair PriceRobust · 458
$62,149Mileage not verified

Market: $49,242 – $76,045

Comparison: 458 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Minocqua, WI

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Minocqua, WI

UnscoredLimited · 7
$63,001Mileage not verified

Comparison: 7 similar vehicles

Minocqua, WI

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Minocqua, WI

UnscoredLimited · 7
$63,189Mileage not verified

Comparison: 7 similar vehicles

Minocqua, WI

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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