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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 9, 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

853 listings found

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Escanaba, MI

UnscoredLimited · 5
$25,652Mileage not verified

Comparison: 5 similar vehicles

Escanaba, MI

2027 Toyota Corolla SE

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

2027 Toyota Corolla SE

Escanaba, MI

Fair PriceModerate · 41
$28,053Mileage not verified

Market: $26,985 – $32,274

Comparison: 41 similar vehicles

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

Escanaba, MI

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Escanaba, MI

UnscoredLimited · 5
$30,103Mileage not verified

Comparison: 5 similar vehicles

Escanaba, MI

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

Escanaba, MI

Fair PriceRobust · 147
$30,454Mileage not verified

Market: $30,045 – $32,404

Comparison: 147 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Escanaba, MI

2027 Nissan KICKS SV

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

2027 Nissan KICKS SV

Escanaba, MI

UnscoredInsufficient · 4
$31,029Mileage not verified

Comparison: 4 similar vehicles

Escanaba, MI

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

Escanaba, MI

Fair PriceRobust · 147
$31,092Mileage not verified

Market: $30,045 – $32,404

Comparison: 147 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Escanaba, MI

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Escanaba, MI

UnscoredLimited · 8
$32,681Mileage not verified

Comparison: 8 similar vehicles

Escanaba, MI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Manistique, MI

Fair PriceRobust · 810
$32,995Mileage not verified

Market: $29,134 – $39,580

Comparison: 810 similar vehicles

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

Manistique, MI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Escanaba, MI

UnscoredLimited · 7
$33,530Mileage not verified

Comparison: 7 similar vehicles

Escanaba, MI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Escanaba, MI

UnscoredLimited · 7
$35,175Mileage not verified

Comparison: 7 similar vehicles

Escanaba, MI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Newberry, MI

Fair PriceRobust · 732
$35,460Mileage not verified

Market: $29,086 – $39,580

Comparison: 732 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Newberry, MI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Escanaba, MI

UnscoredLimited · 7
$35,719Mileage not verified

Comparison: 7 similar vehicles

Escanaba, MI

2027 Jeep Compass Altitude

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

2027 Jeep Compass Altitude

Newberry, MI

UnscoredLimited · 7
$37,135Mileage not verified

Comparison: 7 similar vehicles

Newberry, MI

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Manistique, MI

Fair PriceRobust · 213
$38,990Mileage not verified

Market: $33,950 – $44,418

Comparison: 213 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Manistique, MI

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Escanaba, MI

Fair PriceRobust · 170
$40,554Mileage not verified

Market: $32,287 – $43,803

Comparison: 170 similar vehicles

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

Escanaba, MI

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Newberry, MI

Fair PriceRobust · 69
$41,299Mileage not verified

Market: $32,287 – $43,803

Comparison: 69 similar vehicles

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

Newberry, MI

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

Escanaba, MI

Fair PriceModerate · 49
$42,347Mileage not verified

Market: $40,893 – $43,129

Comparison: 49 similar vehicles

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

Escanaba, MI

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Newberry, MI

Fair PriceRobust · 57
$43,100Mileage not verified

Market: $39,256 – $46,180

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Newberry, MI

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Escanaba, MI

Fair PriceRobust · 111
$44,295Mileage not verified

Market: $41,586 – $49,149

Comparison: 111 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Escanaba, MI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Manistique, MI

Fair PriceRobust · 319
$44,795Mileage not verified

Market: $40,330 – $54,909

Comparison: 319 similar vehicles

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

Manistique, MI

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Escanaba, MI

UnscoredInsufficient · 3
$45,824Mileage not verified

Comparison: 3 similar vehicles

Escanaba, MI

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

Escanaba, MI

Fair PriceModerate · 21
$46,209Mileage not verified

Market: $42,943 – $50,476

Comparison: 21 similar vehicles

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

Escanaba, MI

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

Escanaba, MI

Fair PriceLimited · 15
$46,999Mileage not verified

Market: $48,354 – $53,294

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 23 days listed (based on current market benchmarks)

Escanaba, MI

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Escanaba, MI

UnscoredInsufficient · 3
$47,619Mileage not verified

Comparison: 3 similar vehicles

Escanaba, MI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Manistique, MI

Fair PriceRobust · 270
$47,765Mileage not verified

Market: $42,872 – $54,196

Comparison: 270 similar vehicles

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

Manistique, MI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Escanaba, MI

UnscoredInsufficient · 4
$47,995Mileage not verified

Comparison: 4 similar vehicles

Escanaba, MI

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

Escanaba, MI

UnscoredLimited · 9
$48,164Mileage not verified

Comparison: 9 similar vehicles

Escanaba, MI

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

Escanaba, MI

Fair PriceLimited · 15
$48,354Mileage not verified

Market: $46,999 – $53,294

Comparison: 15 similar vehicles

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

Escanaba, MI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Escanaba, MI

UnscoredInsufficient · 4
$48,404Mileage not verified

Comparison: 4 similar vehicles

Escanaba, MI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Escanaba, MI

UnscoredInsufficient · 4
$48,404Mileage not verified

Comparison: 4 similar vehicles

Escanaba, MI

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

Escanaba, MI

Fair PriceModerate · 21
$48,424Mileage not verified

Market: $42,943 – $50,476

Comparison: 21 similar vehicles

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

Escanaba, MI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Newberry, MI

Fair PriceRobust · 223
$48,460Mileage not verified

Market: $40,330 – $54,909

Comparison: 223 similar vehicles

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

Newberry, MI

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

Escanaba, MI

Fair PriceModerate · 21
$48,976Mileage not verified

Market: $42,943 – $50,003

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Escanaba, MI

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Newberry, MI

Fair PriceRobust · 93
$49,280Mileage not verified

Market: $41,913 – $51,318

Comparison: 93 similar vehicles

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

Newberry, MI

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Newberry, MI

Fair PriceRobust · 74
$49,470Mileage not verified

Market: $46,540 – $58,298

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Newberry, MI

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

Escanaba, MI

UnscoredLimited · 9
$50,298Mileage not verified

Comparison: 9 similar vehicles

Escanaba, MI

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

Escanaba, MI

Fair PriceLimited · 15
$50,364Mileage not verified

Market: $46,999 – $53,294

Comparison: 15 similar vehicles

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

Escanaba, MI

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

Escanaba, MI

UnscoredLimited · 9
$50,601Mileage not verified

Comparison: 9 similar vehicles

Escanaba, MI

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

Newberry, MI

Fair PriceRobust · 130
$50,645Mileage not verified

Market: $47,275 – $55,139

Comparison: 130 similar vehicles

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

Newberry, MI

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

Escanaba, MI

Fair PriceRobust · 94
$51,431Mileage not verified

Market: $48,543 – $56,952

Comparison: 94 similar vehicles

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

Escanaba, MI

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

Escanaba, MI

Fair PriceLimited · 15
$51,794Mileage not verified

Market: $46,999 – $52,574

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

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Escanaba, MI

UnscoredLimited · 5
$51,900Mileage not verified

Comparison: 5 similar vehicles

Escanaba, MI

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Escanaba, MI

Fair PriceLimited · 12
$52,055Mileage not verified

Market: $50,079 – $54,572

Comparison: 12 similar vehicles

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

Escanaba, MI

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Escanaba, MI

Fair PriceLimited · 12
$52,129Mileage not verified

Market: $50,079 – $54,572

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Escanaba, MI

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

Newberry, MI

Fair PriceModerate · 38
$52,605Mileage not verified

Market: $50,118 – $56,952

Comparison: 38 similar vehicles

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

Newberry, MI

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

Escanaba, MI

Fair PriceRobust · 262
$52,834Mileage not verified

Market: $46,390 – $57,901

Comparison: 262 similar vehicles

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

Escanaba, MI

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

Escanaba, MI

UnscoredInsufficient · 3
$53,155Mileage not verified

Comparison: 3 similar vehicles

Escanaba, MI

2027 GMC Acadia AT4

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

2027 GMC Acadia AT4

Escanaba, MI

UnscoredInsufficient · 3
$53,400Mileage not verified

Comparison: 3 similar vehicles

Escanaba, MI

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Escanaba, MI

UnscoredLimited · 5
$53,990Mileage not verified

Comparison: 5 similar vehicles

Escanaba, MI

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Escanaba, MI

UnscoredLimited · 5
$54,200Mileage not verified

Comparison: 5 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?
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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