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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 14, 2026

6M+

Unique vehicles analyzed

as of October 13, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

542 listings found

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Stratford, TX

Fair PriceRobust · 93
$33,370Mileage not verified

Market: $27,995 – $38,655

Comparison: 93 similar vehicles

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

Stratford, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Stratford, TX

UnscoredInsufficient · 4
$35,960Mileage not verified

Comparison: 4 similar vehicles

Stratford, TX

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Stratford, TX

Fair PriceModerate · 29
$36,094Mileage not verified

Market: $35,935 – $42,064

Comparison: 29 similar vehicles

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

Stratford, TX

2027 Chevrolet Equinox ACTIV

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

2027 Chevrolet Equinox ACTIV

Stratford, TX

Fair PriceModerate · 29
$36,270Mileage not verified

Market: $35,935 – $42,064

Comparison: 29 similar vehicles

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

Stratford, TX

2027 Chevrolet Equinox RS

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

2027 Chevrolet Equinox RS

Stratford, TX

Fair PriceModerate · 39
$37,889Mileage not verified

Market: $35,895 – $43,884

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Stratford, TX

2027 Jeep Cherokee Limited Altitude

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

2027 Jeep Cherokee Limited Altitude

Liberal, KS

UnscoredInsufficient · 0
$43,440Mileage not verified

Liberal, KS

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Liberal, KS

Fair PriceLimited · 18
$49,105Mileage not verified

Market: $46,567 – $53,557

Comparison: 18 similar vehicles

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

Liberal, KS

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Guymon, OK

Fair PriceModerate · 33
$51,580Mileage not verified

Market: $44,620 – $54,740

Comparison: 33 similar vehicles

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

Guymon, OK

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Guymon, OK

Fair PriceModerate · 49
$54,275Mileage not verified

Market: $49,906 – $65,097

Comparison: 49 similar vehicles

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

Guymon, OK

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Liberal, KS

Fair PriceRobust · 75
$54,424Mileage not verified

Market: $50,720 – $65,435

Comparison: 75 similar vehicles

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

Liberal, KS

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Guymon, OK

Fair PriceRobust · 180
$60,798Mileage not verified

Market: $53,390 – $74,215

Comparison: 180 similar vehicles

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

Guymon, OK

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Guymon, OK

Fair PriceModerate · 49
$64,755Mileage not verified

Market: $49,906 – $65,097

Comparison: 49 similar vehicles

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

Guymon, OK

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Liberal, KS

Fair PriceRobust · 205
$81,304Mileage not verified

Market: $74,126 – $107,960

Comparison: 205 similar vehicles

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

Liberal, KS

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Guymon, OK

Fair PriceRobust · 102
$82,080Mileage not verified

Market: $74,126 – $107,960

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Guymon, OK

2027 Ford F-250 Super Duty Lariat

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

2027 Ford F-250 Super Duty Lariat

Guymon, OK

Fair PriceRobust · 118
$84,451Mileage not verified

Market: $65,996 – $97,830

Comparison: 118 similar vehicles

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

Guymon, OK

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Guymon, OK

Fair PriceModerate · 43
$86,099Mileage not verified

Market: $76,593 – $89,201

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Guymon, OK

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Guymon, OK

Fair PriceModerate · 43
$86,361Mileage not verified

Market: $76,593 – $89,201

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Guymon, OK

2027 Ford Expedition Tremor

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

2027 Ford Expedition Tremor

Liberal, KS

Fair PriceRobust · 58
$87,474Mileage not verified

Market: $76,593 – $130,749

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Liberal, KS

2027 Chevrolet Tahoe Z71

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

2027 Chevrolet Tahoe Z71

Stratford, TX

OverpricedLimited · 11
$87,914Mileage not verified

Market: $76,850 – $84,930

Comparison: 11 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Stratford, TX

2027 Ford Expedition King Ranch

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

2027 Ford Expedition King Ranch

Liberal, KS

Fair PriceRobust · 104
$90,879Mileage not verified

Market: $85,355 – $96,354

Comparison: 104 similar vehicles

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

Liberal, KS

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Guymon, OK

Fair PriceRobust · 102
$91,150Mileage not verified

Market: $74,126 – $107,960

Comparison: 102 similar vehicles

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

Guymon, OK

2027 Ford F-250 Super Duty Lariat

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

2027 Ford F-250 Super Duty Lariat

Guymon, OK

Fair PriceRobust · 118
$91,381Mileage not verified

Market: $65,996 – $97,830

Comparison: 118 similar vehicles

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

Guymon, OK

2027 Ford Expedition Platinum

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

2027 Ford Expedition Platinum

Guymon, OK

Fair PriceRobust · 102
$95,886Mileage not verified

Market: $74,126 – $107,960

Comparison: 102 similar vehicles

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

Guymon, OK

2027 Ford F-250 Super Duty Platinum

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

2027 Ford F-250 Super Duty Platinum

Guymon, OK

Fair PriceModerate · 48
$96,100Mileage not verified

Market: $87,580 – $111,045

Comparison: 48 similar vehicles

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

Guymon, OK

2027 Ford F-350 Super Duty Lariat

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

2027 Ford F-350 Super Duty Lariat

Guymon, OK

OverpricedRobust · 88
$100,085Mileage not verified

Market: $81,362 – $98,084

Comparison: 88 similar vehicles

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

Guymon, OK

2027 Ford F-250 Super Duty Platinum

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

2027 Ford F-250 Super Duty Platinum

Guymon, OK

Fair PriceModerate · 48
$104,380Mileage not verified

Market: $87,580 – $111,045

Comparison: 48 similar vehicles

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

Guymon, OK

2026 Nissan Sentra SR

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

2026 Nissan Sentra SR

Guymon, OK

UnscoredInsufficient · 0
$25,98510,146 mi

Guymon, OK

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Stratford, TX

Fair PriceRobust · 78
$26,580285 mi

Market: $23,224 – $27,320

Comparison: 78 similar vehicles

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

Stratford, TX

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Liberal, KS

Fair PriceRobust · 79
$26,98822,835 mi

Market: $25,387 – $34,175

Comparison: 79 similar vehicles

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

Liberal, KS

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Stratford, TX

Fair PriceRobust · 62
$27,490156 mi

Market: $24,724 – $29,224

Comparison: 62 similar vehicles

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

Stratford, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Stratford, TX

UnscoredInsufficient · 4
$27,490Mileage not verified

Comparison: 4 similar vehicles

Stratford, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Stratford, TX

UnscoredInsufficient · 4
$27,490Mileage not verified

Comparison: 4 similar vehicles

Stratford, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Stratford, TX

Fair PriceRobust · 62
$27,789Mileage not verified

Market: $24,724 – $29,224

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Stratford, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Stratford, TX

UnscoredInsufficient · 4
$27,885Mileage not verified

Comparison: 4 similar vehicles

Stratford, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Stratford, TX

UnscoredInsufficient · 4
$28,555Mileage not verified

Comparison: 4 similar vehicles

Stratford, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Stratford, TX

UnscoredInsufficient · 4
$28,950Mileage not verified

Comparison: 4 similar vehicles

Stratford, TX

2026 Jeep Compass Trailhawk

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

2026 Jeep Compass Trailhawk

Liberal, KS

OverpricedLimited · 14
$29,90014,590 mi

Market: $27,220 – $28,788

Comparison: 14 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Liberal, KS

2026 Chevrolet Trailblazer Activ

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

2026 Chevrolet Trailblazer Activ

Stratford, TX

Fair PriceLimited · 13
$31,640Mileage not verified

Market: $24,474 – $35,514

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Stratford, TX

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Guymon, OK

Fair PriceRobust · 203
$36,670Mileage not verified

Market: $28,800 – $39,524

Comparison: 203 similar vehicles

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

Guymon, OK

2026 Chevrolet Blazer 2LT

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

2026 Chevrolet Blazer 2LT

Stratford, TX

Fair PriceModerate · 30
$36,790Mileage not verified

Market: $33,995 – $45,489

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Stratford, TX

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Liberal, KS

Fair PriceRobust · 509
$36,934Mileage not verified

Market: $28,757 – $49,339

Comparison: 509 similar vehicles

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

Liberal, KS

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Liberal, KS

Fair PriceRobust · 74
$37,464Mileage not verified

Market: $28,440 – $40,744

Comparison: 74 similar vehicles

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

Liberal, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Liberal, KS

Fair PriceRobust · 509
$38,779Mileage not verified

Market: $28,757 – $49,339

Comparison: 509 similar vehicles

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

Liberal, KS

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Guymon, OK

Fair PriceLimited · 19
$39,773Mileage not verified

Market: $37,181 – $43,290

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Guymon, OK

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Stratford, TX

UnscoredInsufficient · 3
$39,779Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Stratford, TX

UnscoredInsufficient · 3
$40,075Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Guymon, OK

Fair PriceRobust · 52
$40,500Mileage not verified

Market: $33,735 – $44,012

Comparison: 52 similar vehicles

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

Guymon, OK

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Stratford, TX

UnscoredInsufficient · 3
$40,554Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2026 Chevrolet Colorado Work Truck

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

2026 Chevrolet Colorado Work Truck

Stratford, TX

UnscoredInsufficient · 3
$40,554Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Liberal, KS

OverpricedRobust · 74
$40,744Mileage not verified

Market: $28,440 – $40,715

Comparison: 74 similar vehicles

Liberal, KS

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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