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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 12, 2026

6M+

Unique vehicles analyzed

as of October 11, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

921 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

Virginia, MN

UnscoredLimited · 5
$27,381Mileage not verified

Comparison: 5 similar vehicles

Virginia, MN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Virginia, MN

UnscoredLimited · 5
$27,451Mileage not verified

Comparison: 5 similar vehicles

Virginia, MN

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Virginia, MN

OverpricedLimited · 15
$28,324Mileage not verified

Market: $26,544 – $27,786

Comparison: 15 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Virginia, MN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Virginia, MN

UnscoredLimited · 5
$28,713Mileage not verified

Comparison: 5 similar vehicles

Virginia, MN

2027 Toyota Corolla SE

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

2027 Toyota Corolla SE

Virginia, MN

Fair PriceRobust · 56
$29,246Mileage not verified

Market: $27,464 – $32,759

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Virginia, MN

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Virginia, MN

UnscoredLimited · 6
$29,328Mileage not verified

Comparison: 6 similar vehicles

Virginia, MN

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Virginia, MN

Fair PriceRobust · 74
$29,990Mileage not verified

Market: $26,735 – $35,220

Comparison: 74 similar vehicles

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

Virginia, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Virginia, MN

UnscoredLimited · 7
$33,345Mileage not verified

Comparison: 7 similar vehicles

Virginia, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Cook, MN

UnscoredLimited · 8
$33,509Mileage not verified

Comparison: 8 similar vehicles

Cook, MN

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Hibbing, MN

Fair PriceModerate · 31
$33,769Mileage not verified

Market: $30,349 – $38,413

Comparison: 31 similar vehicles

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

Hibbing, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Virginia, MN

UnscoredLimited · 7
$34,485Mileage not verified

Comparison: 7 similar vehicles

Virginia, MN

2027 Toyota Unknown

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

2027 Toyota Unknown

Virginia, MN

UnscoredInsufficient · 0
$35,921Mileage not verified

Virginia, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Cook, MN

UnscoredLimited · 8
$35,990Mileage not verified

Comparison: 8 similar vehicles

Cook, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Hibbing, MN

UnscoredLimited · 8
$36,075Mileage not verified

Comparison: 8 similar vehicles

Hibbing, MN

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Virginia, MN

UnscoredLimited · 7
$36,800Mileage not verified

Comparison: 7 similar vehicles

Virginia, MN

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Hibbing, MN

UnscoredInsufficient · 3
$37,230Mileage not verified

Comparison: 3 similar vehicles

Hibbing, MN

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Virginia, MN

Fair PriceRobust · 323
$37,385Mileage not verified

Market: $34,245 – $43,769

Comparison: 323 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Virginia, MN

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Virginia, MN

UnscoredInsufficient · 3
$38,355Mileage not verified

Comparison: 3 similar vehicles

Virginia, MN

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Virginia, MN

Fair PriceRobust · 323
$38,510Mileage not verified

Market: $34,245 – $43,769

Comparison: 323 similar vehicles

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

Virginia, MN

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Virginia, MN

UnscoredInsufficient · 3
$38,615216 mi

Comparison: 3 similar vehicles

Virginia, MN

2027 Toyota Corolla XSE

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

2027 Toyota Corolla XSE

Virginia, MN

OverpricedModerate · 22
$39,122Mileage not verified

Market: $30,594 – $38,475

Comparison: 22 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Virginia, MN

2027 Toyota Unknown

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

2027 Toyota Unknown

Virginia, MN

UnscoredInsufficient · 0
$39,304Mileage not verified

Virginia, MN

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Virginia, MN

UnscoredInsufficient · 3
$39,560148 mi

Comparison: 3 similar vehicles

Virginia, MN

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

Hibbing, MN

Fair PriceLimited · 16
$41,888Mileage not verified

Market: $38,093 – $44,989

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Hibbing, MN

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Virginia, MN

UnscoredInsufficient · 4
$43,904Mileage not verified

Comparison: 4 similar vehicles

Virginia, MN

2027 Jeep Cherokee Limited Altitude

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

2027 Jeep Cherokee Limited Altitude

Virginia, MN

Fair PriceLimited · 13
$44,235Mileage not verified

Market: $43,665 – $45,655

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Virginia, MN

2027 Jeep Cherokee Limited Altitude

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

2027 Jeep Cherokee Limited Altitude

Virginia, MN

Fair PriceLimited · 13
$44,535Mileage not verified

Market: $43,665 – $45,655

Comparison: 13 similar vehicles

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

Virginia, MN

2027 Toyota Unknown

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

2027 Toyota Unknown

Virginia, MN

UnscoredInsufficient · 0
$44,792Mileage not verified

Virginia, MN

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Hibbing, MN

Fair PriceRobust · 52
$45,355Mileage not verified

Market: $43,598 – $48,509

Comparison: 52 similar vehicles

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

Hibbing, MN

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Hibbing, MN

UnscoredLimited · 5
$45,485Mileage not verified

Comparison: 5 similar vehicles

Hibbing, MN

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Virginia, MN

Fair PriceRobust · 52
$46,910Mileage not verified

Market: $43,598 – $48,509

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Virginia, MN

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Cook, MN

UnscoredLimited · 5
$48,004Mileage not verified

Comparison: 5 similar vehicles

Cook, MN

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Virginia, MN

UnscoredInsufficient · 4
$48,295Mileage not verified

Comparison: 4 similar vehicles

Virginia, MN

2027 Toyota Unknown

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

2027 Toyota Unknown

Virginia, MN

UnscoredInsufficient · 0
$48,764Mileage not verified

Virginia, MN

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Eveleth, MN

Fair PriceRobust · 195
$48,960Mileage not verified

Market: $40,772 – $51,475

Comparison: 195 similar vehicles

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

Eveleth, MN

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Eveleth, MN

Fair PriceRobust · 195
$48,960Mileage not verified

Market: $40,772 – $51,475

Comparison: 195 similar vehicles

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

Eveleth, MN

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Eveleth, MN

Fair PriceRobust · 195
$49,495Mileage not verified

Market: $40,772 – $51,475

Comparison: 195 similar vehicles

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

Eveleth, MN

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Hibbing, MN

Fair PriceRobust · 199
$49,496Mileage not verified

Market: $40,814 – $88,015

Comparison: 199 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Hibbing, MN

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

Virginia, MN

UnscoredLimited · 9
$49,730Mileage not verified

Comparison: 9 similar vehicles

Virginia, MN

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Virginia, MN

UnscoredInsufficient · 4
$50,190Mileage not verified

Comparison: 4 similar vehicles

Virginia, MN

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

Hibbing, MN

UnscoredLimited · 5
$51,275Mileage not verified

Comparison: 5 similar vehicles

Hibbing, MN

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

Hibbing, MN

Fair PriceRobust · 327
$51,458Mileage not verified

Market: $44,736 – $56,885

Comparison: 327 similar vehicles

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

Hibbing, MN

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

Hibbing, MN

Fair PriceRobust · 68
$51,467Mileage not verified

Market: $47,242 – $61,664

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Hibbing, MN

2027 Chevrolet Traverse Z71

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

2027 Chevrolet Traverse Z71

Hibbing, MN

UnscoredLimited · 7
$51,515Mileage not verified

Comparison: 7 similar vehicles

Hibbing, MN

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

Hibbing, MN

UnscoredLimited · 5
$51,800Mileage not verified

Comparison: 5 similar vehicles

Hibbing, MN

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

Hibbing, MN

Fair PriceRobust · 327
$51,994Mileage not verified

Market: $44,736 – $56,885

Comparison: 327 similar vehicles

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

Hibbing, MN

2027 GMC Acadia Elevation

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

2027 GMC Acadia Elevation

Hibbing, MN

UnscoredLimited · 7
$52,150Mileage not verified

Comparison: 7 similar vehicles

Hibbing, MN

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

Hibbing, MN

UnscoredLimited · 5
$52,395Mileage not verified

Comparison: 5 similar vehicles

Hibbing, MN

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

Eveleth, MN

UnscoredLimited · 5
$52,475Mileage not verified

Comparison: 5 similar vehicles

Eveleth, MN

2027 Chevrolet Blazer EV LT

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

2027 Chevrolet Blazer EV LT

Hibbing, MN

UnscoredInsufficient · 0
$52,835Mileage not verified

Hibbing, MN

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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