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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 9, 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

702 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

Ashland, WI

Fair PriceRobust · 204
$24,620Mileage not verified

Market: $24,084 – $35,356

Comparison: 204 similar vehicles

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

Ashland, WI

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Ashland, WI

Fair PriceRobust · 204
$26,537Mileage not verified

Market: $24,084 – $35,356

Comparison: 204 similar vehicles

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

Ashland, WI

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Ashland, WI

Fair PriceRobust · 204
$28,240Mileage not verified

Market: $24,084 – $35,356

Comparison: 204 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Ashland, WI

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Ashland, WI

Fair PriceRobust · 84
$29,666Mileage not verified

Market: $26,735 – $35,220

Comparison: 84 similar vehicles

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

Ashland, WI

2027 Honda HR-V LX

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

2027 Honda HR-V LX

Ashland, WI

Fair PriceRobust · 108
$29,849Mileage not verified

Market: $28,371 – $30,455

Comparison: 108 similar vehicles

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

Ashland, WI

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

Ashland, WI

UnscoredLimited · 6
$31,604Mileage not verified

Comparison: 6 similar vehicles

Ashland, WI

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Minocqua, WI

Fair PriceRobust · 90
$32,229Mileage not verified

Market: $26,735 – $35,220

Comparison: 90 similar vehicles

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

Minocqua, WI

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

Ashland, WI

UnscoredInsufficient · 4
$33,199Mileage not verified

Comparison: 4 similar vehicles

Ashland, WI

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

Ashland, WI

UnscoredInsufficient · 4
$33,699Mileage not verified

Comparison: 4 similar vehicles

Ashland, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Minocqua, WI

UnscoredLimited · 9
$34,129Mileage not verified

Comparison: 9 similar vehicles

Minocqua, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Minocqua, WI

UnscoredLimited · 9
$34,429117 mi

Comparison: 9 similar vehicles

Minocqua, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Minocqua, WI

UnscoredLimited · 9
$34,829137 mi

Comparison: 9 similar vehicles

Minocqua, WI

2027 Toyota Unknown

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

2027 Toyota Unknown

Ashland, WI

UnscoredInsufficient · 0
$34,995Mileage not verified

Ashland, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Minocqua, WI

UnscoredLimited · 9
$35,029Mileage not verified

Comparison: 9 similar vehicles

Minocqua, WI

2027 Toyota Corolla XLE

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

2027 Toyota Corolla XLE

Ashland, WI

Fair PriceModerate · 35
$35,064Mileage not verified

Market: $31,144 – $38,290

Comparison: 35 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Minocqua, WI

UnscoredLimited · 9
$35,629Mileage not verified

Comparison: 9 similar vehicles

Minocqua, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Ashland, WI

Fair PriceRobust · 1062
$35,684Mileage not verified

Market: $27,999 – $39,944

Comparison: 1062 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Ashland, WI

2027 Jeep Compass Altitude

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

2027 Jeep Compass Altitude

Ashland, WI

Fair PriceLimited · 18
$35,986Mileage not verified

Market: $32,850 – $37,114

Comparison: 18 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Ashland, WI

Fair PriceRobust · 1062
$36,137Mileage not verified

Market: $27,999 – $39,944

Comparison: 1062 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Ashland, WI

2027 Toyota Corolla XLE

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

2027 Toyota Corolla XLE

Ashland, WI

Fair PriceModerate · 35
$36,339Mileage not verified

Market: $31,144 – $38,290

Comparison: 35 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Minocqua, WI

UnscoredLimited · 9
$36,629Mileage not verified

Comparison: 9 similar vehicles

Minocqua, WI

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Minocqua, WI

UnscoredInsufficient · 3
$37,129Mileage not verified

Comparison: 3 similar vehicles

Minocqua, WI

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Minocqua, WI

UnscoredLimited · 9
$37,304Mileage not verified

Comparison: 9 similar vehicles

Minocqua, WI

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Ashland, WI

Fair PriceModerate · 43
$37,309Mileage not verified

Market: $31,228 – $41,170

Comparison: 43 similar vehicles

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

Ashland, WI

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Ashland, WI

Fair PriceModerate · 43
$37,545Mileage not verified

Market: $31,228 – $41,170

Comparison: 43 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Minocqua, WI

UnscoredLimited · 9
$38,729117 mi

Comparison: 9 similar vehicles

Minocqua, WI

2027 Honda CR-V Sport

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

2027 Honda CR-V Sport

Ashland, WI

UnscoredInsufficient · 4
$38,984Mileage not verified

Comparison: 4 similar vehicles

Ashland, WI

2027 Honda CR-V Sport

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

2027 Honda CR-V Sport

Ashland, WI

UnscoredInsufficient · 4
$38,984250 mi

Comparison: 4 similar vehicles

Ashland, WI

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

Ashland, WI

UnscoredLimited · 9
$39,049300 mi

Comparison: 9 similar vehicles

Ashland, WI

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Ashland, WI

Fair PriceRobust · 349
$39,052Mileage not verified

Market: $34,245 – $43,769

Comparison: 349 similar vehicles

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

Ashland, WI

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

Ashland, WI

UnscoredLimited · 9
$39,149Mileage not verified

Comparison: 9 similar vehicles

Ashland, WI

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

Ashland, WI

UnscoredLimited · 9
$39,149Mileage not verified

Comparison: 9 similar vehicles

Ashland, WI

2027 GMC Terrain Elevation

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

2027 GMC Terrain Elevation

Ashland, WI

Fair PriceRobust · 199
$39,868Mileage not verified

Market: $32,719 – $43,564

Comparison: 199 similar vehicles

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

Ashland, WI

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Ashland, WI

Fair PriceRobust · 134
$40,329Mileage not verified

Market: $34,060 – $43,119

Comparison: 134 similar vehicles

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

Ashland, WI

2027 Honda CR-V TrailSport

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

2027 Honda CR-V TrailSport

Ashland, WI

Fair PriceModerate · 28
$40,664250 mi

Market: $39,956 – $41,904

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Ashland, WI

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Minocqua, WI

UnscoredInsufficient · 3
$42,129Mileage not verified

Comparison: 3 similar vehicles

Minocqua, WI

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Minocqua, WI

UnscoredInsufficient · 3
$42,229Mileage not verified

Comparison: 3 similar vehicles

Minocqua, WI

2027 GMC Terrain AT4

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

2027 GMC Terrain AT4

Ashland, WI

Fair PriceRobust · 104
$42,299Mileage not verified

Market: $41,247 – $47,130

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Ashland, WI

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

Ashland, WI

Fair PriceRobust · 195
$42,929Mileage not verified

Market: $40,412 – $43,329

Comparison: 195 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Ashland, WI

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Ashland, WI

Fair PriceRobust · 353
$43,198Mileage not verified

Market: $40,814 – $84,740

Comparison: 353 similar vehicles

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

Ashland, WI

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

Ashland, WI

UnscoredInsufficient · 4
$44,404Mileage not verified

Comparison: 4 similar vehicles

Ashland, WI

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

Ashland, WI

UnscoredInsufficient · 4
$44,699Mileage not verified

Comparison: 4 similar vehicles

Ashland, WI

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

Ashland, WI

UnscoredInsufficient · 4
$44,799Mileage not verified

Comparison: 4 similar vehicles

Ashland, WI

2027 GMC Terrain Denali

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

2027 GMC Terrain Denali

Ashland, WI

Fair PriceRobust · 86
$46,095Mileage not verified

Market: $43,328 – $48,230

Comparison: 86 similar vehicles

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

Ashland, WI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Ashland, WI

Fair PriceRobust · 299
$46,551Mileage not verified

Market: $42,640 – $54,909

Comparison: 299 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Ashland, WI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Ashland, WI

Fair PriceRobust · 299
$46,930Mileage not verified

Market: $42,640 – $54,909

Comparison: 299 similar vehicles

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

Ashland, WI

2027 Toyota bZ Limited

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

2027 Toyota bZ Limited

Ashland, WI

Fair PriceLimited · 15
$48,702Mileage not verified

Market: $47,034 – $50,150

Comparison: 15 similar vehicles

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

Ashland, 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 Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Ashland, WI

Fair PriceRobust · 490
$48,959Mileage not verified

Market: $45,254 – $56,885

Comparison: 490 similar vehicles

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

Ashland, WI

2027 Chevrolet Traverse LT

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

2027 Chevrolet Traverse LT

Ashland, WI

Fair PriceRobust · 299
$50,123Mileage not verified

Market: $42,640 – $54,909

Comparison: 299 similar vehicles

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

Ashland, 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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