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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 that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · September 24, 2026

5.8M+

Unique vehicles analyzed

as of September 23, 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

1,230 listings found

No Photo

2027 Toyota Corolla LE

Iron Mountain, MI

Fair PriceModerate · 38
$25,089Mileage not verified

Market: $24,084$29,948

Comparison: 38 similar vehicles

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

Iron Mountain, MI

No Photo

2027 Honda HR-V Sport

Escanaba, MI

UnscoredInsufficient · 4
$30,454Mileage not verified

Comparison: 4 similar vehicles

Escanaba, MI

No Photo

2027 Honda HR-V Sport

Escanaba, MI

UnscoredInsufficient · 4
$31,091Mileage not verified

Comparison: 4 similar vehicles

Escanaba, MI

No Photo

2027 Toyota Prius LE

Iron Mountain, MI

UnscoredLimited · 5
$31,969Mileage not verified

Comparison: 5 similar vehicles

Iron Mountain, MI

No Photo

2027 Chevrolet Equinox LT

Iron Mountain, MI

Fair PriceRobust · 800
$33,780Mileage not verified

Market: $29,600$40,238

Comparison: 800 similar vehicles

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

Iron Mountain, MI

No Photo

2027 GMC Terrain Elevation

Iron River, MI

Fair PriceRobust · 150
$36,285Mileage not verified

Market: $34,075$43,663

Comparison: 150 similar vehicles

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

Iron River, MI

No Photo

2027 Chevrolet Equinox LT

Crivitz, WI

Fair PriceLimited · 12
$36,289Mileage not verified

Market: $30,640$39,003

Comparison: 12 similar vehicles

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

Crivitz, WI

No Photo

2027 Chevrolet Equinox LT

Crivitz, WI

Fair PriceLimited · 12
$36,414Mileage not verified

Market: $30,640$39,003

Comparison: 12 similar vehicles

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

Crivitz, WI

No Photo

2027 Chevrolet Equinox LT

Iron Mountain, MI

Fair PriceRobust · 800
$36,475Mileage not verified

Market: $29,600$40,238

Comparison: 800 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Iron Mountain, MI

No Photo

2027 Jeep Compass Limited Altitude

Escanaba, MI

Fair PriceLimited · 13
$36,999Mileage not verified

Market: $37,679$40,880

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Escanaba, MI

No Photo

2027 Chevrolet Equinox ACTIV

Norway, MI

Fair PriceRobust · 80
$37,405Mileage not verified

Market: $34,898$43,629

Comparison: 80 similar vehicles

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

Norway, MI

No Photo

2027 GMC Terrain Elevation

Escanaba, MI

Fair PriceRobust · 202
$37,700Mileage not verified

Market: $32,283$43,663

Comparison: 202 similar vehicles

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

Escanaba, MI

No Photo

2027 GMC Terrain Elevation

Escanaba, MI

Fair PriceRobust · 202
$37,700Mileage not verified

Market: $32,283$43,663

Comparison: 202 similar vehicles

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

Escanaba, MI

No Photo

2027 Honda CR-V EX-L

Escanaba, MI

Fair PriceModerate · 46
$37,824Mileage not verified

Market: $38,104$39,718

Comparison: 46 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)

Escanaba, MI

No Photo

2027 GMC Terrain Elevation

Iron River, MI

Fair PriceRobust · 150
$38,305Mileage not verified

Market: $34,075$43,663

Comparison: 150 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Iron River, MI

No Photo

2027 GMC Terrain Elevation

Iron River, MI

Fair PriceRobust · 150
$38,385Mileage not verified

Market: $34,075$43,663

Comparison: 150 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Iron River, MI

No Photo

2027 Jeep Compass Limited

Iron Mountain, MI

OverpricedLimited · 15
$38,999Mileage not verified

Market: $36,770$38,009

Comparison: 15 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Iron Mountain, MI

No Photo

2027 Chevrolet Equinox RS

Iron River, MI

Fair PriceRobust · 209
$39,765Mileage not verified

Market: $35,563$43,949

Comparison: 209 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Iron River, MI

No Photo

2027 Chevrolet Equinox ACTIV

Norway, MI

Fair PriceRobust · 80
$41,040Mileage not verified

Market: $34,898$43,629

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Norway, MI

No Photo

2027 Chevrolet Traverse LT

Escanaba, MI

Great DealLimited · 13
$43,700Mileage not verified

Market: $46,005$51,700

Comparison: 13 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 23 days listed (based on current market benchmarks)

Escanaba, MI

No Photo

2027 GMC Terrain Denali

Escanaba, MI

Fair PriceRobust · 110
$44,295Mileage not verified

Market: $40,944$48,194

Comparison: 110 similar vehicles

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

Escanaba, MI

No Photo

2027 Chrysler Pacifica Select

Escanaba, MI

UnscoredInsufficient · 3
$45,999Mileage not verified

Comparison: 3 similar vehicles

Escanaba, MI

No Photo

2027 Chevrolet Traverse LT

Norway, MI

Fair PriceLimited · 13
$46,005Mileage not verified

Market: $43,700$51,700

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Norway, MI

No Photo

2027 Chevrolet Traverse LT

Iron Mountain, MI

Fair PriceLimited · 13
$46,930Mileage not verified

Market: $43,700$51,700

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Iron Mountain, MI

No Photo

2027 Jeep Grand Cherokee Laredo

Escanaba, MI

Fair PriceLimited · 15
$47,278Mileage not verified

Market: $47,124$51,499

Comparison: 15 similar vehicles

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

Escanaba, MI

No Photo

2027 Chrysler Pacifica Select

Escanaba, MI

UnscoredInsufficient · 3
$47,919Mileage not verified

Comparison: 3 similar vehicles

Escanaba, MI

No Photo

2027 Chevrolet Traverse LT

Escanaba, MI

Fair PriceLimited · 12
$47,995Mileage not verified

Market: $43,700$51,700

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Escanaba, MI

No Photo

2027 Chevrolet Traverse LT

Iron Mountain, MI

Fair PriceLimited · 13
$48,285Mileage not verified

Market: $43,700$51,700

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Iron Mountain, MI

No Photo

2027 Ford Explorer Active

Quinnesec, MI

Fair PriceRobust · 227
$48,590Mileage not verified

Market: $42,260$52,024

Comparison: 227 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Quinnesec, MI

No Photo

2027 Chevrolet Traverse LT

Iron Mountain, MI

Fair PriceLimited · 13
$48,780Mileage not verified

Market: $43,700$51,700

Comparison: 13 similar vehicles

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

Iron Mountain, MI

No Photo

2027 Jeep Grand Cherokee Laredo

Escanaba, MI

Fair PriceLimited · 15
$48,974Mileage not verified

Market: $47,124$51,499

Comparison: 15 similar vehicles

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

Escanaba, MI

No Photo

2027 Chevrolet Traverse LT

Crivitz, WI

UnscoredInsufficient · 3
$49,144Mileage not verified

Comparison: 3 similar vehicles

Crivitz, WI

No Photo

2027 Jeep Grand Cherokee Limited

Escanaba, MI

UnscoredInsufficient · 3
$49,350Mileage not verified

Comparison: 3 similar vehicles

Escanaba, MI

No Photo

2027 Ford Explorer Active

Escanaba, MI

Fair PriceRobust · 276
$49,404Mileage not verified

Market: $42,540$51,880

Comparison: 276 similar vehicles

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

Escanaba, MI

No Photo

2027 Chevrolet Traverse LT

Crivitz, WI

UnscoredInsufficient · 3
$49,639Mileage not verified

Comparison: 3 similar vehicles

Crivitz, WI

No Photo

2027 Chevrolet Traverse Z71

Escanaba, MI

Fair PriceRobust · 166
$49,695Mileage not verified

Market: $48,755$61,458

Comparison: 166 similar vehicles

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

Escanaba, MI

No Photo

2027 Jeep Grand Cherokee Laredo

Escanaba, MI

Fair PriceLimited · 15
$49,859Mileage not verified

Market: $47,124$51,499

Comparison: 15 similar vehicles

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

Escanaba, MI

No Photo

2027 Jeep Grand Cherokee Laredo

Escanaba, MI

Fair PriceLimited · 15
$49,999Mileage not verified

Market: $47,124$51,359

Comparison: 15 similar vehicles

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

Escanaba, MI

No Photo

2027 Chevrolet Traverse LT

Escanaba, MI

Fair PriceLimited · 12
$50,300Mileage not verified

Market: $43,700$51,700

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Escanaba, MI

No Photo

2027 Chevrolet Traverse LT

Iron Mountain, MI

Fair PriceLimited · 13
$50,840Mileage not verified

Market: $43,700$51,700

Comparison: 13 similar vehicles

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

Iron Mountain, MI

No Photo

2027 Chevrolet Traverse LT

Iron Mountain, MI

Fair PriceLimited · 13
$50,840Mileage not verified

Market: $43,700$51,700

Comparison: 13 similar vehicles

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

Iron Mountain, MI

No Photo

2027 Jeep Grand Cherokee L Limited

Escanaba, MI

UnscoredLimited · 6
$50,934Mileage not verified

Comparison: 6 similar vehicles

Escanaba, MI

No Photo

2027 Jeep Grand Cherokee

Escanaba, MI

UnscoredInsufficient · 0
$51,210Mileage not verified

Escanaba, MI

No Photo

2027 Chevrolet Traverse LT

Iron Mountain, MI

Fair PriceLimited · 13
$51,235Mileage not verified

Market: $43,700$51,700

Comparison: 13 similar vehicles

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

Iron Mountain, MI

No Photo

2027 Jeep Gladiator Willys

Iron Mountain, MI

UnscoredLimited · 9
$51,630Mileage not verified

Comparison: 9 similar vehicles

Iron Mountain, MI

No Photo

2027 Chrysler Pacifica Limited

Escanaba, MI

Fair PriceRobust · 120
$51,694Mileage not verified

Market: $46,271$57,386

Comparison: 120 similar vehicles

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

Escanaba, MI

No Photo

2027 Chevrolet Traverse LT

Escanaba, MI

OverpricedLimited · 12
$51,700Mileage not verified

Market: $43,700$51,235

Comparison: 12 similar vehicles

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

Escanaba, MI

No Photo

2027 Chevrolet Traverse Z71

Iron Mountain, MI

UnscoredInsufficient · 3
$52,780Mileage not verified

Comparison: 3 similar vehicles

Iron Mountain, MI

No Photo

2027 Dodge Durango GT HEMI Plus V8

Escanaba, MI

Fair PriceRobust · 61
$52,944Mileage not verified

Market: $49,214$54,654

Comparison: 61 similar vehicles

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

Escanaba, MI

No Photo

2027 Jeep Grand Cherokee L Laredo

Escanaba, MI

UnscoredInsufficient · 3
$52,980Mileage not verified

Comparison: 3 similar vehicles

Escanaba, MI

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?
OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot is shown as a separate demand signal, not a ranking input. 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. Every market page surfaces these first in its deal sections, with each listing's percentage gap below the comparable-range floor shown beside it.
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 evaluates every eligible listing 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. A listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal and surfaced first; 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 evaluates every eligible listing against similar vehicles currently available, positioning its asking price within the supported comparable range. 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. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
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.

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