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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

541 listings found

No Photo

2027 Chevrolet Equinox ACTIV

Stratford, TX

Fair PriceLimited · 17
$36,270Mileage not verified

Market: $35,935$42,249

Comparison: 17 similar vehicles

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

Stratford, TX

No Photo

2027 Chevrolet Equinox LT

Dalhart, TX

Fair PriceRobust · 86
$36,955Mileage not verified

Market: $26,224$40,398

Comparison: 86 similar vehicles

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

Dalhart, TX

No Photo

2027 Jeep Cherokee Laredo

Dalhart, TX

UnscoredInsufficient · 3
$41,215Mileage not verified

Comparison: 3 similar vehicles

Dalhart, TX

No Photo

2027 Chrysler Voyager LX

Dumas, TX

UnscoredInsufficient · 0
$42,010Mileage not verified

Dumas, TX

No Photo

2027 Jeep Cherokee Limited Altitude

Dumas, TX

UnscoredInsufficient · 4
$42,945Mileage not verified

Comparison: 4 similar vehicles

Dumas, TX

No Photo

2027 Jeep Grand Cherokee Laredo

Dumas, TX

Fair PriceRobust · 53
$44,174Mileage not verified

Market: $41,560$48,485

Comparison: 53 similar vehicles

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

Dumas, TX

No Photo

2027 Chrysler Pacifica Select

Dumas, TX

Fair PriceModerate · 23
$45,380Mileage not verified

Market: $43,990$47,655

Comparison: 23 similar vehicles

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

Dumas, TX

No Photo

2027 Chrysler Pacifica Select

Dumas, TX

Fair PriceModerate · 23
$47,155Mileage not verified

Market: $43,990$47,655

Comparison: 23 similar vehicles

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

Dumas, TX

No Photo

2027 Chrysler Pacifica Select

Dumas, TX

Fair PriceModerate · 23
$47,650Mileage not verified

Market: $43,990$47,655

Comparison: 23 similar vehicles

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

Dumas, TX

No Photo

2027 Jeep Grand Cherokee L Laredo

Dumas, TX

Fair PriceRobust · 74
$48,565Mileage not verified

Market: $47,905$51,210

Comparison: 74 similar vehicles

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

Dumas, TX

No Photo

2027 Ford Explorer ST-LINE

Dumas, TX

Fair PriceModerate · 35
$49,660Mileage not verified

Market: $45,620$54,521

Comparison: 35 similar vehicles

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

Dumas, TX

No Photo

2027 Jeep Grand Cherokee L Laredo

Dumas, TX

Fair PriceRobust · 74
$49,890Mileage not verified

Market: $47,905$51,210

Comparison: 74 similar vehicles

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

Dumas, TX

No Photo

2027 Dodge Durango GT HEMI Plus V8

Dumas, TX

Great DealLimited · 14
$50,090Mileage not verified

Market: $51,465$53,569

Comparison: 14 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 33 days listed (based on current market benchmarks)

Dumas, TX

No Photo

2027 Jeep Grand Cherokee L Laredo

Dumas, TX

Fair PriceRobust · 74
$50,985Mileage not verified

Market: $47,905$51,210

Comparison: 74 similar vehicles

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

Dumas, TX

No Photo

2027 Ford Explorer ST-LINE

Guymon, OK

Fair PriceModerate · 27
$51,580Mileage not verified

Market: $45,597$54,521

Comparison: 27 similar vehicles

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

Guymon, OK

No Photo

2027 RAM 1500 Pickup Tradesman

Dalhart, TX

UnscoredInsufficient · 4
$51,730Mileage not verified

Comparison: 4 similar vehicles

Dalhart, TX

No Photo

2027 RAM 1500 Pickup Warlock

Dumas, TX

Fair PriceModerate · 41
$53,622Mileage not verified

Market: $53,455$58,875

Comparison: 41 similar vehicles

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

Dumas, TX

No Photo

2027 Ford Explorer Tremor

Guymon, OK

Fair PriceRobust · 54
$54,275Mileage not verified

Market: $49,970$65,426

Comparison: 54 similar vehicles

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

Guymon, OK

No Photo

2027 Jeep Grand Cherokee L Limited Reserve

Dumas, TX

UnscoredLimited · 7
$55,445Mileage not verified

Comparison: 7 similar vehicles

Dumas, TX

No Photo

2027 RAM 1500 Pickup Tradesman

Dumas, TX

UnscoredLimited · 5
$55,510Mileage not verified

Comparison: 5 similar vehicles

Dumas, TX

No Photo

2027 RAM 1500 Pickup Tradesman

Dumas, TX

UnscoredLimited · 5
$55,510Mileage not verified

Comparison: 5 similar vehicles

Dumas, TX

No Photo

2027 RAM 1500 Pickup Express

Dumas, TX

Fair PriceRobust · 72
$56,030Mileage not verified

Market: $47,490$58,245

Comparison: 72 similar vehicles

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

Dumas, TX

No Photo

2027 RAM 1500 Pickup Warlock

Dumas, TX

UnscoredLimited · 6
$56,260Mileage not verified

Comparison: 6 similar vehicles

Dumas, TX

No Photo

2027 RAM 1500 Pickup Warlock

Dumas, TX

UnscoredLimited · 6
$56,270Mileage not verified

Comparison: 6 similar vehicles

Dumas, TX

No Photo

2027 RAM 1500 Pickup Warlock

Dumas, TX

UnscoredLimited · 6
$56,270Mileage not verified

Comparison: 6 similar vehicles

Dumas, TX

No Photo

2027 GMC Acadia Elevation

Dalhart, TX

Fair PriceRobust · 60
$56,419Mileage not verified

Market: $48,479$60,989

Comparison: 60 similar vehicles

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

Dalhart, TX

No Photo

2027 RAM 1500 Pickup Warlock

Dumas, TX

UnscoredLimited · 6
$56,610Mileage not verified

Comparison: 6 similar vehicles

Dumas, TX

No Photo

2027 RAM 1500 Pickup Warlock

Dumas, TX

UnscoredLimited · 6
$56,715Mileage not verified

Comparison: 6 similar vehicles

Dumas, TX

No Photo

2027 RAM 1500 Pickup Warlock

Dumas, TX

UnscoredLimited · 6
$56,715Mileage not verified

Comparison: 6 similar vehicles

Dumas, TX

No Photo

2027 Ford F-250 Super Duty XL

Dumas, TX

Fair PriceRobust · 160
$57,175Mileage not verified

Market: $53,390$74,740

Comparison: 160 similar vehicles

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

Dumas, TX

No Photo

2027 RAM 1500 Pickup Warlock

Dumas, TX

UnscoredLimited · 6
$57,360Mileage not verified

Comparison: 6 similar vehicles

Dumas, TX

No Photo

2027 Ford Explorer ST

Dumas, TX

Fair PriceModerate · 24
$58,520Mileage not verified

Market: $57,092$68,150

Comparison: 24 similar vehicles

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

Dumas, TX

No Photo

2027 GMC Acadia AT4

Dalhart, TX

Fair PriceModerate · 30
$60,635Mileage not verified

Market: $55,054$64,149

Comparison: 30 similar vehicles

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

Dalhart, TX

No Photo

2027 Ford F-350 Super Duty XL

Dumas, TX

Fair PriceRobust · 71
$60,710Mileage not verified

Market: $58,474$77,945

Comparison: 71 similar vehicles

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

Dumas, TX

No Photo

2027 Ford F-250 Super Duty XLT

Dalhart, TX

UnscoredLimited · 6
$61,315Mileage not verified

Comparison: 6 similar vehicles

Dalhart, TX

No Photo

2027 GMC Acadia AT4

Dalhart, TX

Fair PriceModerate · 30
$61,915Mileage not verified

Market: $55,054$64,149

Comparison: 30 similar vehicles

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

Dalhart, TX

No Photo

2027 Ford F-250 Super Duty XLT

Dalhart, TX

UnscoredLimited · 6
$61,935Mileage not verified

Comparison: 6 similar vehicles

Dalhart, TX

No Photo

2027 Ford F-250 Super Duty XL

Guymon, OK

Fair PriceRobust · 153
$62,930Mileage not verified

Market: $53,390$74,740

Comparison: 153 similar vehicles

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

Guymon, OK

No Photo

2027 GMC Acadia Denali

Dalhart, TX

Fair PriceModerate · 34
$64,289Mileage not verified

Market: $61,419$66,979

Comparison: 34 similar vehicles

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

Dalhart, TX

No Photo

2027 Ford Explorer Tremor

Guymon, OK

Fair PriceRobust · 54
$64,755Mileage not verified

Market: $49,970$65,426

Comparison: 54 similar vehicles

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

Guymon, OK

No Photo

2027 RAM 2500 Pickup Tradesman

Dumas, TX

Fair PriceModerate · 26
$65,019Mileage not verified

Market: $52,213$75,084

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Dumas, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Dumas, TX

Fair PriceModerate · 26
$69,130Mileage not verified

Market: $52,213$75,084

Comparison: 26 similar vehicles

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

Dumas, TX

No Photo

2027 Ford F-350 Super Duty XLT

Dalhart, TX

Fair PriceModerate · 43
$69,320Mileage not verified

Market: $57,685$88,230

Comparison: 43 similar vehicles

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

Dalhart, TX

No Photo

2027 Ford F-250 Super Duty XLT

Dalhart, TX

UnscoredLimited · 6
$70,555Mileage not verified

Comparison: 6 similar vehicles

Dalhart, TX

No Photo

2027 RAM 3500 Pickup Tradesman

Dumas, TX

Fair PriceModerate · 44
$71,230Mileage not verified

Market: $57,479$77,710

Comparison: 44 similar vehicles

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

Dumas, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Dumas, TX

Fair PriceModerate · 26
$71,865Mileage not verified

Market: $52,213$75,084

Comparison: 26 similar vehicles

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

Dumas, TX

No Photo

2027 Chevrolet Tahoe LT

Dalhart, TX

UnscoredLimited · 7
$73,409Mileage not verified

Comparison: 7 similar vehicles

Dalhart, TX

No Photo

2027 Ford F-350 Super Duty XL

Dumas, TX

Fair PriceRobust · 71
$73,415Mileage not verified

Market: $58,474$77,945

Comparison: 71 similar vehicles

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

Dumas, TX

No Photo

2027 Chevrolet Tahoe LT

Stratford, TX

UnscoredLimited · 9
$73,774Mileage not verified

Comparison: 9 similar vehicles

Stratford, TX

No Photo

2027 RAM 2500 Pickup Big Horn/Lone Star

Dumas, TX

Fair PriceModerate · 27
$74,210Mileage not verified

Market: $52,613$76,963

Comparison: 27 similar vehicles

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

Dumas, 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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