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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

2,102 listings found

No Photo

2027 Chevrolet Equinox LT

Early, TX

UnscoredLimited · 9
$30,995Mileage not verified

Comparison: 9 similar vehicles

Early, TX

No Photo

2027 Chevrolet Equinox LT

Comanche, TX

UnscoredLimited · 9
$30,995Mileage not verified

Comparison: 9 similar vehicles

Comanche, TX

No Photo

2027 Chevrolet Equinox LT

Early, TX

UnscoredLimited · 9
$30,995Mileage not verified

Comparison: 9 similar vehicles

Early, TX

No Photo

2027 Toyota Corolla Hatchback XSE

Early, TX

Fair PriceRobust · 61
$31,663Mileage not verified

Market: $28,319$34,333

Comparison: 61 similar vehicles

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

Early, TX

No Photo

2027 Toyota Prius LE

Early, TX

Fair PriceModerate · 38
$32,220Mileage not verified

Market: $30,280$44,946

Comparison: 38 similar vehicles

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

Early, TX

No Photo

2027 Chevrolet Equinox LT

Llano, TX

Fair PriceLimited · 16
$32,840Mileage not verified

Market: $29,216$34,230

Comparison: 16 similar vehicles

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

Llano, TX

No Photo

2027 Chevrolet Equinox LT

Comanche, TX

UnscoredLimited · 9
$33,045Mileage not verified

Comparison: 9 similar vehicles

Comanche, TX

No Photo

2027 Chevrolet Equinox LT

Llano, TX

UnscoredLimited · 5
$34,240Mileage not verified

Comparison: 5 similar vehicles

Llano, TX

No Photo

2027 Chevrolet Equinox LT

Early, TX

UnscoredLimited · 9
$34,435Mileage not verified

Comparison: 9 similar vehicles

Early, TX

No Photo

2027 Chevrolet Equinox LT

Llano, TX

UnscoredLimited · 5
$34,440Mileage not verified

Comparison: 5 similar vehicles

Llano, TX

No Photo

2027 Chevrolet Equinox LT

Goldthwaite, TX

UnscoredLimited · 8
$34,680100 mi

Comparison: 8 similar vehicles

Goldthwaite, TX

No Photo

2027 GMC Terrain Elevation

Comanche, TX

Great DealLimited · 10
$34,884Mileage not verified

Market: $36,880$40,120

Comparison: 10 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 7 days listed (based on current market benchmarks)

Comanche, TX

No Photo

2027 Chevrolet Equinox LT

Early, TX

UnscoredLimited · 9
$35,575Mileage not verified

Comparison: 9 similar vehicles

Early, TX

No Photo

2027 Chevrolet Equinox RS

Llano, TX

UnscoredInsufficient · 4
$36,540Mileage not verified

Comparison: 4 similar vehicles

Llano, TX

No Photo

2027 GMC Terrain Elevation

Early, TX

Fair PriceLimited · 10
$36,880Mileage not verified

Market: $34,884$40,120

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Early, TX

No Photo

2027 GMC Terrain Elevation

Early, TX

Fair PriceLimited · 10
$37,380Mileage not verified

Market: $34,884$40,120

Comparison: 10 similar vehicles

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

Early, TX

No Photo

2027 GMC Terrain Elevation

Early, TX

Fair PriceLimited · 10
$37,880Mileage not verified

Market: $34,884$40,120

Comparison: 10 similar vehicles

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

Early, TX

No Photo

2027 Chevrolet Equinox ACTIV

Llano, TX

Fair PriceRobust · 256
$38,440Mileage not verified

Market: $30,736$43,370

Comparison: 256 similar vehicles

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

Llano, TX

No Photo

2027 GMC Terrain Elevation

Early, TX

Fair PriceLimited · 10
$38,825Mileage not verified

Market: $34,884$40,120

Comparison: 10 similar vehicles

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

Early, TX

No Photo

2027 Chevrolet Equinox ACTIV

Llano, TX

Fair PriceRobust · 256
$39,140Mileage not verified

Market: $30,736$43,370

Comparison: 256 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Llano, TX

No Photo

2027 Chevrolet Equinox RS

Early, TX

Fair PriceRobust · 513
$39,390Mileage not verified

Market: $29,865$43,220

Comparison: 513 similar vehicles

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

Early, TX

No Photo

2027 GMC Terrain Elevation

Early, TX

OverpricedLimited · 10
$40,120Mileage not verified

Market: $34,884$38,825

Comparison: 10 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Early, TX

No Photo

2027 Chevrolet Equinox ACTIV

Early, TX

Fair PriceRobust · 279
$41,625Mileage not verified

Market: $30,736$43,370

Comparison: 279 similar vehicles

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

Early, TX

No Photo

2027 GMC Terrain AT4

Early, TX

Fair PriceRobust · 119
$42,975Mileage not verified

Market: $39,676$46,305

Comparison: 119 similar vehicles

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

Early, TX

No Photo

2027 Jeep Grand Cherokee Laredo

Brownwood, TX

Fair PriceRobust · 477
$43,235Mileage not verified

Market: $37,890$50,770

Comparison: 477 similar vehicles

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

Brownwood, TX

No Photo

2027 Chrysler Pacifica Select

Brownwood, TX

Fair PriceRobust · 263
$43,765Mileage not verified

Market: $41,132$50,370

Comparison: 263 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Brownwood, TX

No Photo

2027 Chevrolet Traverse LT

Comanche, TX

UnscoredInsufficient · 3
$44,190Mileage not verified

Comparison: 3 similar vehicles

Comanche, TX

No Photo

2027 Chevrolet Traverse LT

Goldthwaite, TX

UnscoredLimited · 6
$44,190Mileage not verified

Comparison: 6 similar vehicles

Goldthwaite, TX

No Photo

2027 Chrysler Pacifica Select

Lampasas, TX

UnscoredLimited · 7
$44,482Mileage not verified

Comparison: 7 similar vehicles

Lampasas, TX

No Photo

2027 GMC Terrain Denali

Early, TX

UnscoredInsufficient · 4
$45,190Mileage not verified

Comparison: 4 similar vehicles

Early, TX

No Photo

2027 GMC Terrain Denali

Early, TX

UnscoredInsufficient · 4
$45,340Mileage not verified

Comparison: 4 similar vehicles

Early, TX

No Photo

2027 GMC Terrain Denali

Early, TX

UnscoredInsufficient · 4
$45,790Mileage not verified

Comparison: 4 similar vehicles

Early, TX

No Photo

2027 Jeep Grand Cherokee Laredo

Lampasas, TX

UnscoredLimited · 5
$46,077Mileage not verified

Comparison: 5 similar vehicles

Lampasas, TX

No Photo

2027 Jeep Cherokee Overland

Lampasas, TX

Fair PriceLimited · 10
$46,166Mileage not verified

Market: $45,575$47,660

Comparison: 10 similar vehicles

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

Lampasas, TX

No Photo

2027 Chevrolet Traverse LT

Lampasas, TX

Fair PriceRobust · 2143
$46,700Mileage not verified

Market: $35,317$55,168

Comparison: 2143 similar vehicles

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

Lampasas, TX

No Photo

2027 Ford Explorer Active

Comanche, TX

Fair PriceRobust · 1105
$47,442Mileage not verified

Market: $37,725$50,067

Comparison: 1105 similar vehicles

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

Comanche, TX

No Photo

2027 Jeep Grand Cherokee L Laredo

Lampasas, TX

UnscoredLimited · 5
$47,832Mileage not verified

Comparison: 5 similar vehicles

Lampasas, TX

No Photo

2027 Jeep Grand Cherokee Limited

Lampasas, TX

UnscoredInsufficient · 4
$48,195Mileage not verified

Comparison: 4 similar vehicles

Lampasas, TX

No Photo

2027 GMC Acadia Elevation

Early, TX

UnscoredLimited · 6
$48,625Mileage not verified

Comparison: 6 similar vehicles

Early, TX

No Photo

2027 Jeep Grand Cherokee Limited

Lampasas, TX

Fair PriceRobust · 448
$49,265Mileage not verified

Market: $43,275$56,165

Comparison: 448 similar vehicles

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

Lampasas, TX

No Photo

2027 GMC Acadia Elevation

Early, TX

UnscoredLimited · 6
$49,505Mileage not verified

Comparison: 6 similar vehicles

Early, TX

No Photo

2027 Chevrolet Traverse LT

Lampasas, TX

OverpricedRobust · 93
$49,635Mileage not verified

Market: $42,376$48,630

Comparison: 93 similar vehicles

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

Lampasas, TX

No Photo

2027 Ford Explorer Active

Brady, TX

Fair PriceRobust · 1005
$49,700Mileage not verified

Market: $37,725$50,067

Comparison: 1005 similar vehicles

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

Brady, TX

No Photo

2027 Jeep Grand Cherokee Limited

Brownwood, TX

Fair PriceRobust · 342
$49,775Mileage not verified

Market: $43,275$56,165

Comparison: 342 similar vehicles

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

Brownwood, TX

No Photo

2027 Jeep Grand Cherokee Limited

Lampasas, TX

Fair PriceRobust · 448
$50,170Mileage not verified

Market: $43,275$56,165

Comparison: 448 similar vehicles

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

Lampasas, TX

No Photo

2027 Jeep Grand Cherokee L Limited

Lampasas, TX

Fair PriceRobust · 291
$50,670Mileage not verified

Market: $45,480$56,659

Comparison: 291 similar vehicles

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

Lampasas, TX

No Photo

2027 Buick Enclave Preferred

Comanche, TX

Fair PriceRobust · 235
$50,735Mileage not verified

Market: $44,220$58,749

Comparison: 235 similar vehicles

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

Comanche, TX

No Photo

2027 RAM 1500 Pickup Express

Brownwood, TX

Fair PriceRobust · 611
$51,610Mileage not verified

Market: $43,335$73,455

Comparison: 611 similar vehicles

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

Brownwood, TX

No Photo

2027 Dodge Durango GT HEMI Plus V8

Lampasas, TX

UnscoredInsufficient · 3
$51,874Mileage not verified

Comparison: 3 similar vehicles

Lampasas, TX

No Photo

2027 Dodge Durango GT HEMI Plus V8

Lampasas, TX

UnscoredInsufficient · 3
$51,874Mileage not verified

Comparison: 3 similar vehicles

Lampasas, 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 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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