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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

1,963 listings found

No Photo

2027 GMC Terrain Elevation

Stanton, TX

Great DealRobust · 55
$30,640Mileage not verified

Market: $32,620$41,719

Comparison: 55 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 83 days listed (based on current market benchmarks)

Stanton, TX

No Photo

2027 Chevrolet Equinox LT

Andrews, TX

OverpricedLimited · 10
$35,483157 mi

Market: $31,220$35,410

Comparison: 10 similar vehicles

Andrews, TX

No Photo

2027 Chevrolet Equinox RS

Andrews, TX

Great DealLimited · 19
$35,895Mileage not verified

Market: $36,120$39,860

Comparison: 19 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 84 days listed (based on current market benchmarks)

Andrews, TX

No Photo

2027 Jeep Compass Limited

Andrews, TX

UnscoredInsufficient · 0
$37,590Mileage not verified

Andrews, TX

No Photo

2027 GMC Terrain Elevation

Lamesa, TX

Fair PriceRobust · 54
$38,080Mileage not verified

Market: $30,640$41,719

Comparison: 54 similar vehicles

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

Lamesa, TX

No Photo

2027 GMC Terrain Elevation

Lamesa, TX

Fair PriceRobust · 54
$38,575Mileage not verified

Market: $30,640$41,719

Comparison: 54 similar vehicles

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

Lamesa, TX

No Photo

2027 Chevrolet Equinox RS

Andrews, TX

OverpricedLimited · 19
$39,860Mileage not verified

Market: $35,895$39,085

Comparison: 19 similar vehicles

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

Andrews, TX

No Photo

2027 Ford Explorer Active

Stanton, TX

Great DealModerate · 34
$40,415Mileage not verified

Market: $41,725$49,155

Comparison: 34 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 11 days listed (based on current market benchmarks)

Stanton, TX

No Photo

2027 Ford Explorer Active

Stanton, TX

Fair PriceModerate · 34
$41,725Mileage not verified

Market: $40,415$49,155

Comparison: 34 similar vehicles

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

Stanton, 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 Chrysler Pacifica Select

Andrews, TX

Fair PriceLimited · 18
$44,090Mileage not verified

Market: $42,990$47,987

Comparison: 18 similar vehicles

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

Andrews, TX

No Photo

2027 Chrysler Pacifica Select

Andrews, TX

Fair PriceLimited · 18
$44,785Mileage not verified

Market: $42,990$47,987

Comparison: 18 similar vehicles

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

Andrews, TX

No Photo

2027 Chevrolet Traverse LT

Lamesa, TX

Fair PriceRobust · 165
$44,865Mileage not verified

Market: $39,995$53,249

Comparison: 165 similar vehicles

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

Lamesa, 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 Ford Explorer Active

Lamesa, TX

UnscoredInsufficient · 3
$45,015Mileage not verified

Comparison: 3 similar vehicles

Lamesa, TX

No Photo

2027 Dodge Durango GT HEMI V8

Andrews, TX

Great DealLimited · 10
$46,120Mileage not verified

Market: $48,165$50,201

Comparison: 10 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 31 days listed (based on current market benchmarks)

Andrews, TX

No Photo

2027 Ford Explorer Active

Brownfield, TX

UnscoredInsufficient · 4
$46,175Mileage not verified

Comparison: 4 similar vehicles

Brownfield, 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 Ford Explorer ST-LINE

Brownfield, TX

Fair PriceModerate · 41
$47,498Mileage not verified

Market: $44,724$54,521

Comparison: 41 similar vehicles

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

Brownfield, TX

No Photo

2027 Jeep Grand Cherokee Laredo

Lamesa, TX

Fair PriceRobust · 74
$47,665Mileage not verified

Market: $41,560$49,525

Comparison: 74 similar vehicles

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

Lamesa, TX

No Photo

2027 Jeep Grand Cherokee Laredo

Brownfield, TX

Fair PriceRobust · 78
$47,998Mileage not verified

Market: $41,560$49,525

Comparison: 78 similar vehicles

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

Brownfield, TX

No Photo

2027 Jeep Grand Cherokee Laredo

Brownfield, TX

Fair PriceRobust · 78
$47,998Mileage not verified

Market: $41,560$49,525

Comparison: 78 similar vehicles

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

Brownfield, TX

No Photo

2027 Jeep Grand Cherokee Laredo

Andrews, TX

OverpricedRobust · 68
$49,525Mileage not verified

Market: $41,560$49,459

Comparison: 68 similar vehicles

Andrews, TX

No Photo

2027 Jeep Grand Cherokee Limited

Brownfield, TX

Fair PriceModerate · 26
$49,698Mileage not verified

Market: $48,570$56,099

Comparison: 26 similar vehicles

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

Brownfield, TX

No Photo

2027 Jeep Gladiator Willys

Andrews, TX

UnscoredLimited · 5
$49,890Mileage not verified

Comparison: 5 similar vehicles

Andrews, TX

No Photo

2027 Jeep Grand Cherokee L Laredo

Brownfield, TX

Fair PriceRobust · 105
$49,998Mileage not verified

Market: $46,265$52,709

Comparison: 105 similar vehicles

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

Brownfield, TX

No Photo

2027 Ford Explorer ST-LINE

Lamesa, TX

Fair PriceModerate · 43
$50,015Mileage not verified

Market: $44,724$54,521

Comparison: 43 similar vehicles

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

Lamesa, TX

No Photo

2027 Jeep Grand Cherokee Limited

Lamesa, TX

Fair PriceModerate · 27
$50,165Mileage not verified

Market: $48,570$56,099

Comparison: 27 similar vehicles

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

Lamesa, TX

No Photo

2027 Jeep Grand Cherokee Limited

Lamesa, TX

Fair PriceModerate · 27
$50,760Mileage not verified

Market: $48,570$56,099

Comparison: 27 similar vehicles

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

Lamesa, TX

No Photo

2027 RAM 1500 Pickup Tradesman

Andrews, TX

Fair PriceModerate · 22
$51,176Mileage not verified

Market: $44,070$51,462

Comparison: 22 similar vehicles

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

Andrews, TX

No Photo

2027 GMC Acadia Elevation

Lamesa, TX

Fair PriceRobust · 97
$51,270Mileage not verified

Market: $44,397$60,989

Comparison: 97 similar vehicles

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

Lamesa, TX

No Photo

2027 RAM 1500 Pickup Tradesman

Andrews, TX

Fair PriceModerate · 22
$51,462Mileage not verified

Market: $44,070$51,462

Comparison: 22 similar vehicles

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

Andrews, TX

No Photo

2027 RAM 1500 Pickup Express

Brownfield, TX

Fair PriceRobust · 186
$51,698Mileage not verified

Market: $47,490$59,521

Comparison: 186 similar vehicles

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

Brownfield, TX

No Photo

2027 Ford Explorer ST-LINE

Stanton, TX

Fair PriceModerate · 38
$51,705431 mi

Market: $44,724$54,521

Comparison: 38 similar vehicles

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

Stanton, TX

No Photo

2027 Dodge Durango GT HEMI Plus V8

Andrews, TX

UnscoredLimited · 9
$51,765Mileage not verified

Comparison: 9 similar vehicles

Andrews, TX

No Photo

2027 GMC Acadia Elevation

Lamesa, TX

Fair PriceRobust · 97
$51,870Mileage not verified

Market: $44,397$60,989

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Lamesa, TX

No Photo

2027 RAM 1500 Pickup Express

Brownfield, TX

Fair PriceRobust · 186
$51,998Mileage not verified

Market: $47,490$59,521

Comparison: 186 similar vehicles

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

Brownfield, TX

No Photo

2027 RAM 1500 Pickup Express

Brownfield, TX

Fair PriceRobust · 186
$52,585Mileage not verified

Market: $47,490$59,521

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Brownfield, TX

No Photo

2027 RAM 1500 Pickup Big Horn/Lone Star

Andrews, TX

Fair PriceModerate · 40
$52,692Mileage not verified

Market: $52,479$66,105

Comparison: 40 similar vehicles

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

Andrews, TX

No Photo

2027 Jeep Grand Cherokee L Limited

Andrews, TX

UnscoredInsufficient · 4
$53,195Mileage not verified

Comparison: 4 similar vehicles

Andrews, TX

No Photo

2027 RAM 1500 Pickup Big Horn/Lone Star

Andrews, TX

Fair PriceModerate · 40
$53,312Mileage not verified

Market: $52,479$66,105

Comparison: 40 similar vehicles

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

Andrews, TX

No Photo

2027 GMC Acadia Elevation

Andrews, TX

UnscoredInsufficient · 4
$53,670Mileage not verified

Comparison: 4 similar vehicles

Andrews, TX

No Photo

2027 RAM 1500 Pickup Express

Brownfield, TX

Fair PriceRobust · 186
$53,730Mileage not verified

Market: $47,490$59,521

Comparison: 186 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Brownfield, TX

No Photo

2027 Dodge Durango GT HEMI Plus V8

Lamesa, TX

UnscoredInsufficient · 3
$54,010Mileage not verified

Comparison: 3 similar vehicles

Lamesa, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Andrews, TX

Great DealModerate · 22
$54,313Mileage not verified

Market: $54,768$71,631

Comparison: 22 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 18 days listed (based on current market benchmarks)

Andrews, TX

No Photo

2027 RAM 3500 Pickup Tradesman

Andrews, TX

Fair PriceModerate · 29
$55,001Mileage not verified

Market: $55,001$80,377

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Andrews, TX

No Photo

2027 RAM 3500 Pickup Tradesman

Andrews, TX

Fair PriceModerate · 29
$55,001Mileage not verified

Market: $55,001$80,377

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Andrews, TX

No Photo

2027 RAM 1500 Pickup Warlock

Brownfield, TX

Fair PriceRobust · 69
$55,300Mileage not verified

Market: $53,455$60,025

Comparison: 69 similar vehicles

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

Brownfield, TX

No Photo

2027 RAM 2500 Pickup Tradesman

Andrews, TX

Fair PriceModerate · 22
$55,377Mileage not verified

Market: $54,313$71,631

Comparison: 22 similar vehicles

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

Andrews, 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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