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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 23, 2026

5.7M+

Unique vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

3,662 listings found

No Photo

2027 Volkswagen Jetta Sport

Britt, IA

Fair PriceModerate · 43
$27,077Mileage not verified

Market: $26,780$28,440

Comparison: 43 similar vehicles

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

Britt, IA

No Photo

2027 Volkswagen Jetta Sport

Albert Lea, MN

Fair PriceModerate · 44
$27,921Mileage not verified

Market: $26,550$28,999

Comparison: 44 similar vehicles

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

Albert Lea, MN

No Photo

2027 Nissan KICKS SV

Britt, IA

Fair PriceRobust · 310
$28,516Mileage not verified

Market: $25,915$31,965

Comparison: 310 similar vehicles

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

Britt, IA

No Photo

2027 Toyota Corolla Hatchback XSE

Mason City, IA

Great DealLimited · 18
$28,839Mileage not verified

Market: $29,731$31,375

Comparison: 18 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 62 days listed (based on current market benchmarks)

Mason City, IA

No Photo

2027 Nissan KICKS SV

Mason City, IA

UnscoredInsufficient · 3
$29,690Mileage not verified

Comparison: 3 similar vehicles

Mason City, IA

No Photo

2027 Nissan KICKS SV

Mason City, IA

UnscoredInsufficient · 3
$29,690Mileage not verified

Comparison: 3 similar vehicles

Mason City, IA

No Photo

2027 Nissan Sentra SR

Albert Lea, MN

Fair PriceRobust · 145
$30,250Mileage not verified

Market: $25,400$33,339

Comparison: 145 similar vehicles

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

Albert Lea, MN

No Photo

2027 Honda HR-V Sport

Mason City, IA

Fair PriceRobust · 443
$30,816Mileage not verified

Market: $29,946$32,454

Comparison: 443 similar vehicles

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

Mason City, IA

No Photo

2027 Honda HR-V Sport

Mason City, IA

Fair PriceRobust · 443
$31,328Mileage not verified

Market: $29,946$32,454

Comparison: 443 similar vehicles

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

Mason City, IA

No Photo

2027 Volkswagen Jetta SEL

Mason City, IA

Great DealModerate · 26
$31,504Mileage not verified

Market: $32,033$33,429

Comparison: 26 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 28 days listed (based on current market benchmarks)

Mason City, IA

No Photo

2027 Nissan KICKS SR

Mason City, IA

Fair PriceRobust · 86
$31,630Mileage not verified

Market: $29,019$34,909

Comparison: 86 similar vehicles

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

Mason City, IA

No Photo

2027 Nissan KICKS SR

Mason City, IA

Fair PriceRobust · 86
$32,180Mileage not verified

Market: $29,019$34,909

Comparison: 86 similar vehicles

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

Mason City, IA

No Photo

2027 Honda HR-V EX-L

Mason City, IA

UnscoredInsufficient · 4
$32,365Mileage not verified

Comparison: 4 similar vehicles

Mason City, IA

No Photo

2027 Nissan KICKS SR

Albert Lea, MN

Fair PriceRobust · 76
$32,500Mileage not verified

Market: $29,019$34,909

Comparison: 76 similar vehicles

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

Albert Lea, MN

No Photo

2027 Nissan KICKS SR

Mason City, IA

Fair PriceRobust · 86
$32,555Mileage not verified

Market: $29,019$34,909

Comparison: 86 similar vehicles

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

Mason City, IA

No Photo

2027 Honda HR-V EX-L

Mason City, IA

UnscoredInsufficient · 4
$32,799Mileage not verified

Comparison: 4 similar vehicles

Mason City, IA

No Photo

2027 Honda HR-V EX-L

Mason City, IA

UnscoredInsufficient · 4
$33,321Mileage not verified

Comparison: 4 similar vehicles

Mason City, IA

No Photo

2027 Honda CR-V LX

Mason City, IA

Fair PriceRobust · 135
$34,070Mileage not verified

Market: $32,700$35,424

Comparison: 135 similar vehicles

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

Mason City, IA

No Photo

2027 Chevrolet Equinox LT

Albert Lea, MN

Fair PriceLimited · 12
$34,695Mileage not verified

Market: $30,595$37,135

Comparison: 12 similar vehicles

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

Albert Lea, MN

No Photo

2027 Chevrolet Equinox LT

Britt, IA

UnscoredLimited · 9
$34,849Mileage not verified

Comparison: 9 similar vehicles

Britt, IA

No Photo

2027 Chevrolet Equinox LT

Iowa Falls, IA

Fair PriceRobust · 85
$35,045Mileage not verified

Market: $32,825$39,550

Comparison: 85 similar vehicles

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

Iowa Falls, IA

No Photo

2027 Chevrolet Equinox LT

Albert Lea, MN

Fair PriceLimited · 12
$35,045Mileage not verified

Market: $30,595$37,135

Comparison: 12 similar vehicles

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

Albert Lea, MN

No Photo

2027 Honda CR-V EX

Mason City, IA

Fair PriceRobust · 175
$35,350Mileage not verified

Market: $34,322$37,604

Comparison: 175 similar vehicles

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

Mason City, IA

No Photo

2027 Chevrolet Equinox LT

Albert Lea, MN

Fair PriceLimited · 12
$35,423397 mi

Market: $30,595$37,135

Comparison: 12 similar vehicles

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

Albert Lea, MN

No Photo

2027 Chevrolet Equinox LT

Clear Lake, IA

Fair PriceLimited · 10
$35,508Mileage not verified

Market: $34,849$37,660

Comparison: 10 similar vehicles

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

Clear Lake, IA

No Photo

2027 Volkswagen Jetta GLI Autobahn

Mason City, IA

Fair PriceModerate · 47
$35,891Mileage not verified

Market: $35,795$37,796

Comparison: 47 similar vehicles

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

Mason City, IA

No Photo

2027 GMC Terrain Elevation

Iowa Falls, IA

UnscoredLimited · 7
$35,965Mileage not verified

Comparison: 7 similar vehicles

Iowa Falls, IA

No Photo

2027 Chevrolet Equinox LT

Algona, IA

UnscoredLimited · 7
$36,019Mileage not verified

Comparison: 7 similar vehicles

Algona, IA

No Photo

2027 Chevrolet Equinox LT

Albert Lea, MN

Fair PriceLimited · 12
$36,450Mileage not verified

Market: $30,595$37,135

Comparison: 12 similar vehicles

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

Albert Lea, MN

No Photo

2027 Jeep Compass Altitude

Charles City, IA

UnscoredLimited · 9
$36,547Mileage not verified

Comparison: 9 similar vehicles

Charles City, IA

No Photo

2027 Chevrolet Equinox LT

Charles City, IA

Fair PriceModerate · 36
$36,585Mileage not verified

Market: $35,508$38,734

Comparison: 36 similar vehicles

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

Charles City, IA

No Photo

2027 Chevrolet Equinox LT

Albert Lea, MN

Fair PriceLimited · 12
$36,680205 mi

Market: $30,595$37,135

Comparison: 12 similar vehicles

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

Albert Lea, MN

No Photo

2027 Chevrolet Equinox LT

Charles City, IA

Fair PriceModerate · 36
$36,680Mileage not verified

Market: $35,508$38,734

Comparison: 36 similar vehicles

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

Charles City, IA

No Photo

2027 Chevrolet Equinox LT

Austin, MN

OverpricedLimited · 12
$37,135Mileage not verified

Market: $30,595$36,680

Comparison: 12 similar vehicles

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

Austin, MN

No Photo

2027 Chevrolet Equinox LT

Austin, MN

Fair PriceRobust · 2166
$37,135Mileage not verified

Market: $27,795$39,770

Comparison: 2166 similar vehicles

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

Austin, MN

No Photo

2027 Honda CR-V EX-L

Mason City, IA

Fair PriceRobust · 384
$37,307Mileage not verified

Market: $36,719$40,004

Comparison: 384 similar vehicles

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

Mason City, IA

No Photo

2027 Chevrolet Equinox LT

Mason City, IA

OverpricedLimited · 10
$37,660Mileage not verified

Market: $34,849$36,860

Comparison: 10 similar vehicles

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

Mason City, IA

No Photo

2027 GMC Terrain Elevation

Algona, IA

UnscoredLimited · 5
$37,959Mileage not verified

Comparison: 5 similar vehicles

Algona, IA

No Photo

2027 Chevrolet Equinox RS

Iowa Falls, IA

Great DealModerate · 41
$38,570Mileage not verified

Market: $39,019$43,120

Comparison: 41 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 12 days listed (based on current market benchmarks)

Iowa Falls, IA

No Photo

2027 Volkswagen Taos SEL

Albert Lea, MN

Fair PriceRobust · 62
$38,586Mileage not verified

Market: $38,426$40,080

Comparison: 62 similar vehicles

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

Albert Lea, MN

No Photo

2027 Honda CR-V EX-L

Mason City, IA

Fair PriceRobust · 384
$38,805Mileage not verified

Market: $36,719$40,004

Comparison: 384 similar vehicles

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

Mason City, IA

No Photo

2027 Honda CR-V EX-L

Mason City, IA

Fair PriceRobust · 384
$38,846Mileage not verified

Market: $36,719$40,004

Comparison: 384 similar vehicles

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

Mason City, IA

No Photo

2027 Chevrolet Equinox RS

Britt, IA

Fair PriceLimited · 14
$39,072422 mi

Market: $38,570$42,075

Comparison: 14 similar vehicles

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

Britt, IA

No Photo

2027 GMC Terrain Elevation

Albert Lea, MN

Fair PriceRobust · 287
$39,584Mileage not verified

Market: $32,719$43,359

Comparison: 287 similar vehicles

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

Albert Lea, MN

No Photo

2027 Chevrolet Equinox RS

Iowa Falls, IA

Fair PriceModerate · 41
$39,810221 mi

Market: $38,570$43,120

Comparison: 41 similar vehicles

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

Iowa Falls, IA

No Photo

2027 GMC Terrain Elevation

Algona, IA

UnscoredLimited · 5
$39,8751,331 mi

Comparison: 5 similar vehicles

Algona, IA

No Photo

2027 GMC Terrain Elevation

Algona, IA

UnscoredLimited · 5
$39,885250 mi

Comparison: 5 similar vehicles

Algona, IA

No Photo

2027 Chevrolet Equinox RS

Forest City, IA

Fair PriceLimited · 10
$40,025Mileage not verified

Market: $39,072$42,075

Comparison: 10 similar vehicles

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

Forest City, IA

No Photo

2027 Toyota Prius Limited

Mason City, IA

Fair PriceModerate · 36
$40,089Mileage not verified

Market: $38,717$42,279

Comparison: 36 similar vehicles

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

Mason City, IA

No Photo

2027 Nissan Frontier SV

Albert Lea, MN

UnscoredInsufficient · 3
$40,500Mileage not verified

Comparison: 3 similar vehicles

Albert Lea, 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 adds a price below the comparable market range. 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.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

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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