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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. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 8, 2026

5.9M+

Unique vehicles analyzed

as of October 8, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

2,251 listings found

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Early, TX

Fair PriceRobust · 871
$26,507Mileage not verified

Market: $23,781 – $30,468

Comparison: 871 similar vehicles

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

Early, TX

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Early, TX

Fair PriceRobust · 871
$26,982Mileage not verified

Market: $23,781 – $30,468

Comparison: 871 similar vehicles

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

Early, TX

2027 Toyota Corolla SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla SE

Early, TX

Fair PriceRobust · 441
$29,312Mileage not verified

Market: $26,212 – $32,992

Comparison: 441 similar vehicles

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

Early, TX

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Comanche, TX

UnscoredInsufficient · 4
$30,995Mileage not verified

Comparison: 4 similar vehicles

Comanche, TX

2027 Toyota Corolla Hatchback XSE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla Hatchback XSE

Early, TX

Fair PriceRobust · 63
$31,663Mileage not verified

Market: $28,818 – $34,333

Comparison: 63 similar vehicles

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

Early, TX

2027 Toyota Prius LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Prius LE

Early, TX

Fair PriceModerate · 44
$32,220Mileage not verified

Market: $30,080 – $44,946

Comparison: 44 similar vehicles

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

Early, TX

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Eastland, TX

UnscoredInsufficient · 3
$32,265Mileage not verified

Comparison: 3 similar vehicles

Eastland, TX

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Goldthwaite, TX

Fair PriceLimited · 10
$33,395Mileage not verified

Market: $29,220 – $34,810

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Goldthwaite, TX

2027 GMC Terrain Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Elevation

Stephenville, TX

Fair PriceModerate · 23
$33,785Mileage not verified

Market: $34,435 – $39,050

Comparison: 23 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Stephenville, TX

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Goldthwaite, TX

Fair PriceLimited · 10
$34,020240 mi

Market: $29,220 – $34,810

Comparison: 10 similar vehicles

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

Goldthwaite, TX

2027 GMC Terrain Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Elevation

Comanche, TX

Fair PriceLimited · 10
$34,884Mileage not verified

Market: $33,785 – $38,825

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Comanche, TX

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Early, TX

UnscoredInsufficient · 3
$35,575Mileage not verified

Comparison: 3 similar vehicles

Early, TX

2027 Chevrolet Equinox RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox RS

Eastland, TX

Fair PriceRobust · 530
$36,120Mileage not verified

Market: $28,582 – $43,720

Comparison: 530 similar vehicles

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

Eastland, TX

2027 GMC Terrain Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Elevation

Early, TX

Fair PriceLimited · 10
$36,880Mileage not verified

Market: $33,785 – $38,825

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Early, TX

2027 Chevrolet Equinox RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox RS

Eastland, TX

Fair PriceRobust · 530
$37,215Mileage not verified

Market: $28,582 – $43,720

Comparison: 530 similar vehicles

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

Eastland, TX

2027 GMC Terrain Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Elevation

Early, TX

Fair PriceLimited · 10
$37,380Mileage not verified

Market: $33,785 – $38,825

Comparison: 10 similar vehicles

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

Early, TX

2027 GMC Terrain Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Elevation

Early, TX

Fair PriceLimited · 10
$37,880Mileage not verified

Market: $33,785 – $38,825

Comparison: 10 similar vehicles

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

Early, TX

2027 Chevrolet Equinox ACTIV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox ACTIV

Goldthwaite, TX

Fair PriceRobust · 396
$38,030Mileage not verified

Market: $28,582 – $43,370

Comparison: 396 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Goldthwaite, TX

2027 GMC Terrain Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Elevation

Early, TX

OverpricedLimited · 10
$38,825Mileage not verified

Market: $33,785 – $37,880

Comparison: 10 similar vehicles

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

Early, TX

2027 Chevrolet Equinox RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox RS

Early, TX

Fair PriceRobust · 522
$38,865Mileage not verified

Market: $28,582 – $43,720

Comparison: 522 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Early, TX

2027 Chevrolet Equinox RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox RS

Eastland, TX

Fair PriceRobust · 530
$41,20527,000 mi

Market: $28,582 – $43,720

Comparison: 530 similar vehicles

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

Eastland, TX

2027 Chevrolet Equinox ACTIV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox ACTIV

Early, TX

Fair PriceRobust · 358
$41,625Mileage not verified

Market: $28,582 – $43,370

Comparison: 358 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Early, TX

2027 Chrysler Voyager LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chrysler Voyager LX

Stephenville, TX

UnscoredLimited · 7
$41,815Mileage not verified

Comparison: 7 similar vehicles

Stephenville, TX

2027 Chrysler Voyager LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chrysler Voyager LX

Stephenville, TX

UnscoredLimited · 7
$41,815Mileage not verified

Comparison: 7 similar vehicles

Stephenville, TX

2027 Chrysler Voyager LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chrysler Voyager LX

Stephenville, TX

UnscoredLimited · 7
$41,815Mileage not verified

Comparison: 7 similar vehicles

Stephenville, TX

2027 Chrysler Voyager LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chrysler Voyager LX

Stephenville, TX

UnscoredLimited · 7
$41,815Mileage not verified

Comparison: 7 similar vehicles

Stephenville, TX

2027 Ford Explorer Active

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Explorer Active

Stephenville, TX

UnscoredLimited · 9
$41,920Mileage not verified

Comparison: 9 similar vehicles

Stephenville, TX

2027 GMC Terrain AT4

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain AT4

Stephenville, TX

Fair PriceLimited · 17
$42,975Mileage not verified

Market: $41,010 – $44,630

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Stephenville, TX

2027 Chevrolet Traverse LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Traverse LT

Comanche, TX

UnscoredInsufficient · 3
$44,190Mileage not verified

Comparison: 3 similar vehicles

Comanche, TX

2027 Jeep Grand Cherokee Laredo

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Jeep Grand Cherokee Laredo

Eastland, TX

UnscoredLimited · 6
$44,501Mileage not verified

Comparison: 6 similar vehicles

Eastland, TX

2027 Chevrolet Traverse LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Traverse LT

Early, TX

UnscoredInsufficient · 4
$44,545Mileage not verified

Comparison: 4 similar vehicles

Early, TX

2027 GMC Terrain Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Denali

Early, TX

UnscoredLimited · 6
$45,190Mileage not verified

Comparison: 6 similar vehicles

Early, TX

2027 GMC Terrain Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Denali

Early, TX

UnscoredLimited · 6
$45,340Mileage not verified

Comparison: 6 similar vehicles

Early, TX

2027 GMC Terrain Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Denali

Early, TX

UnscoredLimited · 6
$45,790Mileage not verified

Comparison: 6 similar vehicles

Early, TX

2027 Jeep Grand Cherokee L Laredo

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Jeep Grand Cherokee L Laredo

Eastland, TX

Fair PriceModerate · 21
$46,083Mileage not verified

Market: $45,037 – $51,210

Comparison: 21 similar vehicles

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

Eastland, TX

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Stephenville, TX

UnscoredLimited · 6
$46,370Mileage not verified

Comparison: 6 similar vehicles

Stephenville, TX

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Stephenville, TX

UnscoredLimited · 6
$46,370Mileage not verified

Comparison: 6 similar vehicles

Stephenville, TX

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Stephenville, TX

UnscoredLimited · 6
$46,370Mileage not verified

Comparison: 6 similar vehicles

Stephenville, TX

2027 Ford E-Series Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford E-Series Cutaway Base

Stephenville, TX

UnscoredLimited · 6
$46,370Mileage not verified

Comparison: 6 similar vehicles

Stephenville, TX

2027 Dodge Durango GT HEMI V8

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Dodge Durango GT HEMI V8

Brownwood, TX

Fair PriceRobust · 71
$46,690Mileage not verified

Market: $44,494 – $54,189

Comparison: 71 similar vehicles

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

Brownwood, TX

2027 Chevrolet Traverse LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Traverse LT

Early, TX

UnscoredInsufficient · 4
$46,745Mileage not verified

Comparison: 4 similar vehicles

Early, TX

2027 Dodge Durango GT HEMI V8

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Dodge Durango GT HEMI V8

Eastland, TX

Fair PriceRobust · 51
$47,060Mileage not verified

Market: $45,195 – $58,079

Comparison: 51 similar vehicles

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

Eastland, TX

2027 Jeep Grand Cherokee L Laredo

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Jeep Grand Cherokee L Laredo

Eastland, TX

Fair PriceModerate · 21
$47,202Mileage not verified

Market: $45,037 – $51,210

Comparison: 21 similar vehicles

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

Eastland, TX

2027 GMC Terrain Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Terrain Denali

Comanche, TX

UnscoredLimited · 6
$47,275Mileage not verified

Comparison: 6 similar vehicles

Comanche, TX

2027 Ford Explorer Active

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Explorer Active

Comanche, TX

UnscoredInsufficient · 3
$47,442Mileage not verified

Comparison: 3 similar vehicles

Comanche, TX

2027 Chevrolet Traverse LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Traverse LT

Early, TX

UnscoredInsufficient · 4
$47,545Mileage not verified

Comparison: 4 similar vehicles

Early, TX

2027 Jeep Grand Cherokee L Laredo

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Jeep Grand Cherokee L Laredo

Eastland, TX

Fair PriceModerate · 21
$48,579Mileage not verified

Market: $45,037 – $51,210

Comparison: 21 similar vehicles

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

Eastland, TX

2027 GMC Acadia Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Acadia Elevation

Early, TX

Fair PriceLimited · 10
$48,625Mileage not verified

Market: $49,505 – $55,100

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 25 days listed (based on current market benchmarks)

Early, TX

2027 GMC Acadia Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 GMC Acadia Elevation

Early, TX

Fair PriceLimited · 10
$49,505Mileage not verified

Market: $48,625 – $55,100

Comparison: 10 similar vehicles

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

Early, TX

2027 Chrysler Pacifica Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chrysler Pacifica Limited

Eastland, TX

Fair PriceRobust · 118
$49,532Mileage not verified

Market: $44,900 – $55,965

Comparison: 118 similar vehicles

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

Eastland, 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?
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. Each one links to its vehicle page.
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 compares a listing's asking price 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. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; 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 compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. 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. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
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.

Related questions

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