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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

791 listings found

No Photo

2027 Jeep Compass Altitude

Snyder, TX

UnscoredLimited · 6
$34,650Mileage not verified

Comparison: 6 similar vehicles

Snyder, TX

No Photo

2027 Jeep Compass Altitude

Snyder, TX

UnscoredLimited · 6
$36,445Mileage not verified

Comparison: 6 similar vehicles

Snyder, TX

No Photo

2027 Jeep Compass Altitude

Snyder, TX

UnscoredLimited · 6
$37,040Mileage not verified

Comparison: 6 similar vehicles

Snyder, TX

No Photo

2027 Chrysler Voyager LX

Big Spring, TX

UnscoredInsufficient · 4
$42,169Mileage not verified

Comparison: 4 similar vehicles

Big Spring, TX

No Photo

2027 Ford Explorer Active

Big Spring, TX

Fair PriceLimited · 10
$44,065Mileage not verified

Market: $40,415$49,155

Comparison: 10 similar vehicles

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

Big Spring, TX

No Photo

2027 Ford Explorer Active

Big Spring, TX

Fair PriceLimited · 10
$44,960Mileage not verified

Market: $40,415$49,155

Comparison: 10 similar vehicles

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

Big Spring, TX

No Photo

2027 Jeep Grand Cherokee Laredo

Snyder, TX

Fair PriceRobust · 138
$45,460Mileage not verified

Market: $40,238$49,525

Comparison: 138 similar vehicles

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

Snyder, TX

No Photo

2027 Ford Explorer Active

Snyder, TX

Fair PriceRobust · 231
$45,675Mileage not verified

Market: $38,969$51,276

Comparison: 231 similar vehicles

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

Snyder, TX

No Photo

2027 Jeep Grand Cherokee Laredo

Snyder, TX

Fair PriceRobust · 137
$46,055Mileage not verified

Market: $40,238$49,525

Comparison: 137 similar vehicles

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

Snyder, TX

No Photo

2027 Ford Explorer ST-LINE

Sweetwater, TX

UnscoredInsufficient · 4
$46,215Mileage not verified

Comparison: 4 similar vehicles

Sweetwater, TX

No Photo

2027 Chevrolet Traverse LT

Big Spring, TX

Fair PriceRobust · 274
$46,700Mileage not verified

Market: $39,995$53,249

Comparison: 274 similar vehicles

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

Big Spring, TX

No Photo

2027 Jeep Grand Cherokee L Laredo

Snyder, TX

UnscoredLimited · 6
$50,615Mileage not verified

Comparison: 6 similar vehicles

Snyder, TX

No Photo

2027 GMC Acadia Elevation

Snyder, TX

Fair PriceRobust · 155
$51,450Mileage not verified

Market: $44,397$60,989

Comparison: 155 similar vehicles

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

Snyder, TX

No Photo

2027 Ford F-250 Super Duty XL

Snyder, TX

Fair PriceRobust · 459
$54,495Mileage not verified

Market: $49,649$74,740

Comparison: 459 similar vehicles

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

Snyder, TX

No Photo

2027 Ford F-250 Super Duty XL

Snyder, TX

Fair PriceRobust · 459
$54,495Mileage not verified

Market: $49,649$74,740

Comparison: 459 similar vehicles

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

Snyder, TX

No Photo

2027 Ford Transit Van Base

Sweetwater, TX

UnscoredInsufficient · 4
$54,920Mileage not verified

Comparison: 4 similar vehicles

Sweetwater, TX

No Photo

2027 Ford Transit Van Base

Sweetwater, TX

UnscoredInsufficient · 4
$54,920Mileage not verified

Comparison: 4 similar vehicles

Sweetwater, TX

No Photo

2027 Jeep Wrangler 4-Door Willys

Big Spring, TX

UnscoredInsufficient · 0
$55,505Mileage not verified

Big Spring, TX

No Photo

2027 Buick Enclave Sport Touring

Big Spring, TX

Fair PriceRobust · 56
$57,225Mileage not verified

Market: $49,985$60,304

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Big Spring, TX

No Photo

2027 Dodge Charger R/T

Snyder, TX

Fair PriceModerate · 45
$57,425Mileage not verified

Market: $52,784$57,920

Comparison: 45 similar vehicles

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

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Snyder, TX

Fair PriceModerate · 25
$58,005Mileage not verified

Market: $55,000$70,840

Comparison: 25 similar vehicles

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

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Snyder, TX

Fair PriceModerate · 25
$58,240Mileage not verified

Market: $55,000$70,840

Comparison: 25 similar vehicles

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

Snyder, TX

No Photo

2027 Ford F-250 Super Duty XL

Sweetwater, TX

Fair PriceLimited · 16
$58,500Mileage not verified

Market: $49,649$70,490

Comparison: 16 similar vehicles

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

Sweetwater, TX

No Photo

2027 Chevrolet Traverse Z71

Big Spring, TX

Fair PriceRobust · 168
$58,930Mileage not verified

Market: $49,215$61,800

Comparison: 168 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Big Spring, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Snyder, TX

Fair PriceModerate · 25
$59,350Mileage not verified

Market: $55,000$70,840

Comparison: 25 similar vehicles

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

Snyder, TX

No Photo

2027 Chevrolet Traverse RS

Snyder, TX

Fair PriceRobust · 67
$59,720Mileage not verified

Market: $53,020$63,214

Comparison: 67 similar vehicles

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

Snyder, TX

No Photo

2027 Ford F-350 Super Duty XL

Snyder, TX

UnscoredInsufficient · 3
$60,910Mileage not verified

Comparison: 3 similar vehicles

Snyder, TX

No Photo

2027 Ford F-250 Super Duty XL

Sweetwater, TX

Fair PriceLimited · 16
$61,400Mileage not verified

Market: $49,649$70,490

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Sweetwater, TX

No Photo

2027 Ford F-250 Super Duty XL

Sweetwater, TX

Fair PriceLimited · 16
$61,400Mileage not verified

Market: $49,649$70,490

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Sweetwater, TX

No Photo

2027 RAM 1500 Pickup Big Horn/Lone Star

Snyder, TX

UnscoredInsufficient · 3
$62,055Mileage not verified

Comparison: 3 similar vehicles

Snyder, TX

No Photo

2027 RAM 1500 Pickup Big Horn/Lone Star

Snyder, TX

UnscoredInsufficient · 3
$62,117Mileage not verified

Comparison: 3 similar vehicles

Snyder, TX

No Photo

2027 Ford Explorer ST

Snyder, TX

Fair PriceRobust · 71
$62,360Mileage not verified

Market: $53,131$68,150

Comparison: 71 similar vehicles

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

Snyder, TX

No Photo

2027 Ford F-250 Super Duty XL

Sweetwater, TX

Fair PriceLimited · 16
$64,930Mileage not verified

Market: $49,649$70,490

Comparison: 16 similar vehicles

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

Sweetwater, TX

No Photo

2027 RAM 1500 Pickup Rebel

Snyder, TX

UnscoredLimited · 5
$65,825Mileage not verified

Comparison: 5 similar vehicles

Snyder, TX

No Photo

2027 Buick Enclave Avenir

Big Spring, TX

Fair PriceModerate · 20
$67,450Mileage not verified

Market: $64,521$68,895

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Big Spring, TX

No Photo

2027 Ford F-250 Super Duty XLT

Snyder, TX

UnscoredLimited · 6
$67,550Mileage not verified

Comparison: 6 similar vehicles

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Snyder, TX

Fair PriceModerate · 25
$67,605Mileage not verified

Market: $55,000$70,840

Comparison: 25 similar vehicles

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

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Snyder, TX

Fair PriceModerate · 25
$67,980Mileage not verified

Market: $55,000$70,840

Comparison: 25 similar vehicles

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

Snyder, TX

No Photo

2027 Buick Enclave Avenir

Big Spring, TX

Fair PriceModerate · 20
$68,370Mileage not verified

Market: $64,521$68,895

Comparison: 20 similar vehicles

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

Big Spring, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Snyder, TX

Fair PriceModerate · 25
$68,787Mileage not verified

Market: $55,000$70,840

Comparison: 25 similar vehicles

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

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman/Black Express

Snyder, TX

UnscoredLimited · 9
$68,793Mileage not verified

Comparison: 9 similar vehicles

Snyder, TX

No Photo

2027 Buick Enclave Avenir

Big Spring, TX

OverpricedModerate · 20
$68,895Mileage not verified

Market: $64,521$68,370

Comparison: 20 similar vehicles

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

Big Spring, TX

No Photo

2027 RAM 3500 Chassis Cab Tradesman

Snyder, TX

UnscoredInsufficient · 4
$68,900Mileage not verified

Comparison: 4 similar vehicles

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Snyder, TX

Fair PriceModerate · 25
$69,012Mileage not verified

Market: $55,000$70,840

Comparison: 25 similar vehicles

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

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman/Black Express

Snyder, TX

UnscoredLimited · 9
$69,065Mileage not verified

Comparison: 9 similar vehicles

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Snyder, TX

Fair PriceModerate · 25
$69,445Mileage not verified

Market: $55,000$70,840

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman/Warlock

Snyder, TX

Fair PriceRobust · 67
$69,955Mileage not verified

Market: $58,128$79,277

Comparison: 67 similar vehicles

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

Snyder, TX

No Photo

2027 RAM 3500 Chassis Cab Tradesman

Snyder, TX

UnscoredInsufficient · 4
$69,975Mileage not verified

Comparison: 4 similar vehicles

Snyder, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Snyder, TX

Fair PriceModerate · 25
$70,660Mileage not verified

Market: $55,000$70,840

Comparison: 25 similar vehicles

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

Snyder, TX

No Photo

2027 Ford F-250 Super Duty XLT

Snyder, TX

UnscoredLimited · 6
$70,805Mileage not verified

Comparison: 6 similar vehicles

Snyder, TX

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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