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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

2,183 listings found

No Photo

2027 Toyota Corolla Hatchback XSE

Fort Scott, KS

Fair PriceModerate · 29
$30,081Mileage not verified

Market: $29,479$31,814

Comparison: 29 similar vehicles

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

Fort Scott, KS

No Photo

2027 Chevrolet Equinox LT

Nevada, MO

UnscoredLimited · 6
$30,892Mileage not verified

Comparison: 6 similar vehicles

Nevada, MO

No Photo

2027 Chevrolet Equinox LT

Fort Scott, KS

UnscoredLimited · 7
$30,995Mileage not verified

Comparison: 7 similar vehicles

Fort Scott, KS

No Photo

2027 Chevrolet Equinox LT

Nevada, MO

UnscoredLimited · 5
$32,608Mileage not verified

Comparison: 5 similar vehicles

Nevada, MO

No Photo

2027 Chevrolet Equinox LT

Chanute, KS

UnscoredLimited · 6
$34,749Mileage not verified

Comparison: 6 similar vehicles

Chanute, KS

No Photo

2027 Chevrolet Equinox LT

Frontenac, KS

Fair PriceModerate · 35
$34,844Mileage not verified

Market: $30,484$35,919

Comparison: 35 similar vehicles

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

Frontenac, KS

No Photo

2027 Chevrolet Equinox LT

Nevada, MO

UnscoredLimited · 6
$34,995Mileage not verified

Comparison: 6 similar vehicles

Nevada, MO

No Photo

2027 Chevrolet Equinox LT

Parsons, KS

UnscoredLimited · 9
$35,484Mileage not verified

Comparison: 9 similar vehicles

Parsons, KS

No Photo

2027 GMC Terrain Elevation

Nevada, MO

Fair PriceRobust · 232
$35,715Mileage not verified

Market: $31,190$42,784

Comparison: 232 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Nevada, MO

No Photo

2027 Toyota Unknown

Fort Scott, KS

UnscoredInsufficient · 0
$37,413Mileage not verified

Fort Scott, KS

No Photo

2027 Toyota Prius Limited

Fort Scott, KS

Fair PriceModerate · 47
$39,088Mileage not verified

Market: $37,634$43,158

Comparison: 47 similar vehicles

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

Fort Scott, KS

No Photo

2027 Chevrolet Equinox RS

Nevada, MO

Fair PriceRobust · 522
$40,215Mileage not verified

Market: $31,861$44,094

Comparison: 522 similar vehicles

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

Nevada, MO

No Photo

2027 Jeep Cherokee Laredo

Nevada, MO

Fair PriceLimited · 18
$40,945Mileage not verified

Market: $40,125$41,744

Comparison: 18 similar vehicles

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

Nevada, MO

No Photo

2027 Chrysler Pacifica Select

Nevada, MO

UnscoredLimited · 7
$42,259Mileage not verified

Comparison: 7 similar vehicles

Nevada, MO

No Photo

2027 Jeep Cherokee Limited

Chanute, KS

UnscoredLimited · 6
$43,465Mileage not verified

Comparison: 6 similar vehicles

Chanute, KS

No Photo

2027 Chrysler Pacifica Select

Frontenac, KS

Fair PriceModerate · 25
$43,884Mileage not verified

Market: $42,045$49,074

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Frontenac, KS

No Photo

2027 Jeep Cherokee Limited

Chanute, KS

UnscoredLimited · 6
$44,060Mileage not verified

Comparison: 6 similar vehicles

Chanute, KS

No Photo

2027 Chrysler Pacifica Select

Nevada, MO

UnscoredLimited · 7
$44,259Mileage not verified

Comparison: 7 similar vehicles

Nevada, MO

No Photo

2027 Ford Explorer Active

Nevada, MO

UnscoredInsufficient · 4
$44,828Mileage not verified

Comparison: 4 similar vehicles

Nevada, MO

No Photo

2027 GMC Acadia Elevation

Nevada, MO

Great DealRobust · 278
$45,036Mileage not verified

Market: $45,118$59,614

Comparison: 278 similar vehicles

Nevada, MO

No Photo

2027 Chevrolet Traverse LT

Frontenac, KS

Fair PriceModerate · 30
$45,831Mileage not verified

Market: $42,140$51,334

Comparison: 30 similar vehicles

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

Frontenac, KS

No Photo

2027 Chevrolet Traverse LT

Frontenac, KS

Fair PriceModerate · 30
$46,201Mileage not verified

Market: $42,140$51,334

Comparison: 30 similar vehicles

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

Frontenac, KS

No Photo

2027 Chrysler Pacifica Select

Chanute, KS

Fair PriceRobust · 308
$46,885Mileage not verified

Market: $38,165$69,855

Comparison: 308 similar vehicles

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

Chanute, KS

No Photo

2027 Jeep Cherokee Overland

Chanute, KS

UnscoredInsufficient · 3
$47,185Mileage not verified

Comparison: 3 similar vehicles

Chanute, KS

No Photo

2027 Chrysler Pacifica Select

Chanute, KS

Fair PriceRobust · 308
$47,220Mileage not verified

Market: $38,165$69,855

Comparison: 308 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Chanute, KS

No Photo

2027 Chevrolet Traverse LT

Frontenac, KS

Fair PriceModerate · 30
$47,293269 mi

Market: $42,140$51,334

Comparison: 30 similar vehicles

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

Frontenac, KS

No Photo

2027 GMC Terrain Denali

Nevada, MO

Fair PriceRobust · 92
$48,240Mileage not verified

Market: $39,654$48,673

Comparison: 92 similar vehicles

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

Nevada, MO

No Photo

2027 Chrysler Pacifica Limited

Nevada, MO

UnscoredLimited · 5
$48,504Mileage not verified

Comparison: 5 similar vehicles

Nevada, MO

No Photo

2027 Jeep Grand Cherokee L Laredo

Nevada, MO

UnscoredLimited · 7
$48,569Mileage not verified

Comparison: 7 similar vehicles

Nevada, MO

No Photo

2027 Jeep Grand Cherokee L Laredo

Nevada, MO

UnscoredLimited · 7
$48,569Mileage not verified

Comparison: 7 similar vehicles

Nevada, MO

No Photo

2027 Jeep Grand Cherokee Laredo

Nevada, MO

Fair PriceRobust · 296
$48,581Mileage not verified

Market: $35,688$51,480

Comparison: 296 similar vehicles

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

Nevada, MO

No Photo

2027 Chevrolet Traverse LT

Chanute, KS

UnscoredInsufficient · 3
$49,354Mileage not verified

Comparison: 3 similar vehicles

Chanute, KS

No Photo

2027 Jeep Grand Cherokee L Limited

Nevada, MO

UnscoredLimited · 6
$49,888Mileage not verified

Comparison: 6 similar vehicles

Nevada, MO

No Photo

2027 Jeep Grand Cherokee L Limited

Butler, MO

UnscoredLimited · 8
$49,996Mileage not verified

Comparison: 8 similar vehicles

Butler, MO

No Photo

2027 GMC Acadia Elevation

Parsons, KS

UnscoredInsufficient · 4
$50,449Mileage not verified

Comparison: 4 similar vehicles

Parsons, KS

No Photo

2027 GMC Acadia Elevation

Parsons, KS

UnscoredInsufficient · 4
$50,449Mileage not verified

Comparison: 4 similar vehicles

Parsons, KS

No Photo

2027 Jeep Grand Cherokee Limited

Butler, MO

Fair PriceRobust · 207
$50,942Mileage not verified

Market: $44,267$56,897

Comparison: 207 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Butler, MO

No Photo

2027 GMC Acadia Elevation

Chanute, KS

UnscoredInsufficient · 3
$51,189Mileage not verified

Comparison: 3 similar vehicles

Chanute, KS

No Photo

2027 Jeep Grand Cherokee Limited Reserve

Butler, MO

Fair PriceRobust · 159
$51,539Mileage not verified

Market: $47,500$57,234

Comparison: 159 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Butler, MO

No Photo

2027 Jeep Grand Cherokee L Limited

Nevada, MO

UnscoredLimited · 6
$52,429Mileage not verified

Comparison: 6 similar vehicles

Nevada, MO

No Photo

2027 GMC Acadia Elevation

Chanute, KS

UnscoredInsufficient · 3
$52,589Mileage not verified

Comparison: 3 similar vehicles

Chanute, KS

No Photo

2027 RAM 1500 Pickup Express

Nevada, MO

UnscoredInsufficient · 3
$52,633Mileage not verified

Comparison: 3 similar vehicles

Nevada, MO

No Photo

2027 Dodge Durango GT HEMI Premium V8

Nevada, MO

Fair PriceLimited · 10
$52,816Mileage not verified

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Nevada, MO

No Photo

2027 Dodge Durango GT HEMI Premium V8

Nevada, MO

Fair PriceLimited · 10
$52,816Mileage not verified

Comparison: 10 similar vehicles

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

Nevada, MO

No Photo

2027 Dodge Durango GT HEMI Premium V8

Butler, MO

UnscoredLimited · 8
$52,816Mileage not verified

Comparison: 8 similar vehicles

Butler, MO

No Photo

2027 Chevrolet Traverse Z71

Nevada, MO

Fair PriceRobust · 462
$53,429Mileage not verified

Market: $48,622$62,560

Comparison: 462 similar vehicles

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

Nevada, MO

No Photo

2027 Jeep Grand Cherokee L Limited

Nevada, MO

Fair PriceRobust · 250
$53,520Mileage not verified

Market: $46,558$58,929

Comparison: 250 similar vehicles

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

Nevada, MO

No Photo

2027 Ford Explorer ST-LINE

Butler, MO

UnscoredInsufficient · 3
$53,610Mileage not verified

Comparison: 3 similar vehicles

Butler, MO

No Photo

2027 Ford Transit Van Base

Pleasanton, KS

UnscoredLimited · 6
$55,455Mileage not verified

Comparison: 6 similar vehicles

Pleasanton, KS

No Photo

2027 Ford Transit Van Base

Pleasanton, KS

UnscoredLimited · 6
$55,455Mileage not verified

Comparison: 6 similar vehicles

Pleasanton, KS

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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