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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 · November 4, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

75 listings found

2013 Honda Civic LX

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

2013 Honda Civic LX

Schulenburg, TX

Unscored
$3,780Mileage not verified

Comparison: 47 similar vehicles

Schulenburg, TX

2013 Ford Edge SE

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

2013 Ford Edge SE

Schulenburg, TX

OverpricedModerate · 20
$10,90061,600 mi

Market: $5,750 – $10,800

Comparison: 20 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Schulenburg, TX

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Schulenburg, TX

Fair PriceLimited · 17
$19,49190,478 mi

Market: $12,500 – $19,495

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 406 days listed (based on current market benchmarks)

Schulenburg, TX

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Schulenburg, TX

UnscoredInsufficient · 3
$19,98194,142 mi

Comparison: 3 similar vehicles

Schulenburg, TX

2025 Ford Escape Active

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

2025 Ford Escape Active

Schulenburg, TX

Unscored
$23,9508,958 mi

Comparison: 8 similar vehicles

Schulenburg, TX

2023 Chevrolet Traverse LS

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

2023 Chevrolet Traverse LS

Schulenburg, TX

Fair PriceModerate · 24
$26,55036,041 mi

Market: $22,238 – $26,998

Comparison: 24 similar vehicles

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

Schulenburg, TX

2025 Ford Bronco Sport Heritage

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

2025 Ford Bronco Sport Heritage

Schulenburg, TX

Fair PriceModerate · 29
$27,8505,520 mi

Market: $27,954 – $35,021

Comparison: 29 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 41 days listed (based on current market benchmarks)

Schulenburg, TX

2025 Ford Bronco Sport Heritage

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

2025 Ford Bronco Sport Heritage

Schulenburg, TX

Fair PriceModerate · 29
$27,9544,687 mi

Market: $27,850 – $35,021

Comparison: 29 similar vehicles

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

Schulenburg, TX

2025 Ford Escape Plug-in hybrid

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

2025 Ford Escape Plug-in hybrid

Schulenburg, TX

UnscoredInsufficient · 0
$30,9184,760 mi

Schulenburg, TX

2025 Ford Bronco Sport Heritage

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

2025 Ford Bronco Sport Heritage

Schulenburg, TX

UnscoredInsufficient · 0
$33,900Mileage not verified

Schulenburg, 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

Schulenburg, TX

UnscoredInsufficient · 4
$34,754Mileage not verified

Comparison: 4 similar vehicles

Schulenburg, TX

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Schulenburg, TX

UnscoredInsufficient · 3
$34,935Mileage not verified

Comparison: 3 similar vehicles

Schulenburg, TX

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Schulenburg, TX

UnscoredInsufficient · 0
$35,423Mileage not verified

Schulenburg, TX

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Schulenburg, TX

UnscoredInsufficient · 0
$35,423Mileage not verified

Schulenburg, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Schulenburg, TX

Fair PriceRobust · 94
$35,990Mileage not verified

Market: $28,599 – $46,625

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 375 days listed (based on current market benchmarks)

Schulenburg, TX

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Schulenburg, TX

Fair PriceRobust · 102
$36,950Mileage not verified

Market: $30,259 – $41,195

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Schulenburg, TX

2019 Ford F-150 Platinum

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

2019 Ford F-150 Platinum

Schulenburg, TX

OverpricedRobust · 57
$36,99962,149 mi

Market: $19,999 – $36,870

Comparison: 57 similar vehicles

Schulenburg, TX

2026 Ford Maverick Lobo Standard

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

2026 Ford Maverick Lobo Standard

Schulenburg, TX

UnscoredInsufficient · 0
$37,287Mileage not verified

Schulenburg, 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

Schulenburg, TX

UnscoredInsufficient · 4
$37,325Mileage not verified

Comparison: 4 similar vehicles

Schulenburg, TX

2023 Ford Explorer ST

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

2023 Ford Explorer ST

Schulenburg, TX

OverpricedLimited · 10
$37,75066,024 mi

Market: $32,421 – $35,840

Comparison: 10 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Schulenburg, TX

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Schulenburg, TX

Unscored
$41,32883,123 mi

Comparison: 5 similar vehicles

Schulenburg, TX

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Schulenburg, TX

Fair PriceRobust · 150
$41,97037,192 mi

Market: $33,340 – $48,374

Comparison: 150 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Schulenburg, TX

2021 Ford F-150 King Ranch

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

2021 Ford F-150 King Ranch

Schulenburg, TX

Fair PriceModerate · 35
$41,99980,580 mi

Market: $29,695 – $45,485

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Schulenburg, TX

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Schulenburg, TX

UnscoredInsufficient · 4
$43,335Mileage not verified

Comparison: 4 similar vehicles

Schulenburg, TX

2026 Ford Maverick Tremor

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

2026 Ford Maverick Tremor

Schulenburg, TX

UnscoredInsufficient · 0
$43,335Mileage not verified

Schulenburg, TX

2022 Ford Expedition Limited

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

2022 Ford Expedition Limited

Schulenburg, TX

Fair PriceRobust · 73
$43,65787,489 mi

Market: $25,790 – $89,991

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Schulenburg, TX

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Schulenburg, TX

UnscoredInsufficient · 4
$44,90062,977 mi

Comparison: 4 similar vehicles

Schulenburg, TX

2026 Ford Explorer

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

2026 Ford Explorer

Schulenburg, TX

UnscoredInsufficient · 0
$45,925Mileage not verified

Schulenburg, TX

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Schulenburg, TX

Fair PriceRobust · 127
$45,99922,782 mi

Market: $32,500 – $52,220

Comparison: 127 similar vehicles

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

Schulenburg, TX

2026 Ford Explorer ST-LINE

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

2026 Ford Explorer ST-LINE

Schulenburg, TX

Fair PriceLimited · 14
$47,105Mileage not verified

Market: $38,609 – $51,150

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Schulenburg, TX

2024 Ford Bronco 4-Door Badlands

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

2024 Ford Bronco 4-Door Badlands

Schulenburg, TX

Fair PriceLimited · 17
$47,80024,494 mi

Market: $41,999 – $51,221

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Schulenburg, TX

2026 Ford Mustang Mach-E Premium RWD

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

2026 Ford Mustang Mach-E Premium RWD

Schulenburg, TX

Fair PriceLimited · 17
$49,130Mileage not verified

Market: $40,445 – $52,317

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Schulenburg, TX

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Schulenburg, TX

UnscoredInsufficient · 0
$49,160Mileage not verified

Schulenburg, TX

2025 Ford Bronco 4-Door Outer Banks

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

2025 Ford Bronco 4-Door Outer Banks

Schulenburg, TX

UnscoredInsufficient · 0
$49,800Mileage not verified

Schulenburg, TX

2026 Ford Ranger Lariat

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

2026 Ford Ranger Lariat

Schulenburg, TX

Fair PriceLimited · 19
$51,223Mileage not verified

Market: $44,453 – $53,395

Comparison: 19 similar vehicles

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

Schulenburg, TX

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Schulenburg, TX

UnscoredInsufficient · 4
$52,000Mileage not verified

Comparison: 4 similar vehicles

Schulenburg, TX

2026 Ford F-350 Super Duty XLT

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

2026 Ford F-350 Super Duty XLT

Schulenburg, TX

UnscoredInsufficient · 4
$54,150Mileage not verified

Comparison: 4 similar vehicles

Schulenburg, TX

2026 Ford Explorer Platinum

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

2026 Ford Explorer Platinum

Schulenburg, TX

Fair PriceModerate · 23
$54,455Mileage not verified

Market: $45,946 – $56,560

Comparison: 23 similar vehicles

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

Schulenburg, TX

2025 Ford Bronco 4-Door Badlands

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

2025 Ford Bronco 4-Door Badlands

Schulenburg, TX

Unscored
$55,900Mileage not verified

Comparison: 5 similar vehicles

Schulenburg, TX

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Schulenburg, TX

UnscoredInsufficient · 3
$57,505Mileage not verified

Comparison: 3 similar vehicles

Schulenburg, TX

2023 Ford F-350 Super Duty Lariat

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

2023 Ford F-350 Super Duty Lariat

Schulenburg, TX

Fair PriceRobust · 68
$58,70098,157 mi

Market: $48,285 – $65,152

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Schulenburg, TX

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Schulenburg, TX

Fair PriceModerate · 39
$59,235Mileage not verified

Market: $55,669 – $65,965

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Schulenburg, TX

2023 Lincoln Navigator Black Label L

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

2023 Lincoln Navigator Black Label L

Schulenburg, TX

UnscoredInsufficient · 0
$59,50083,657 mi

Schulenburg, TX

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Schulenburg, TX

Fair PriceLimited · 15
$62,931Mileage not verified

Market: $55,771 – $68,215

Comparison: 15 similar vehicles

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

Schulenburg, TX

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

Schulenburg, TX

Unscored
$63,180Mileage not verified

Comparison: 9 similar vehicles

Schulenburg, TX

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

Schulenburg, TX

Unscored
$63,180Mileage not verified

Comparison: 9 similar vehicles

Schulenburg, TX

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Schulenburg, TX

Fair PriceLimited · 17
$63,280Mileage not verified

Market: $53,719 – $65,425

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Schulenburg, TX

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Schulenburg, TX

UnscoredInsufficient · 4
$64,210Mileage not verified

Comparison: 4 similar vehicles

Schulenburg, TX

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Schulenburg, TX

Fair PriceLimited · 15
$65,870Mileage not verified

Market: $55,771 – $68,215

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Schulenburg, TX

2025 Ford F-150 Lariat

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

2025 Ford F-150 Lariat

Schulenburg, TX

UnscoredInsufficient · 0
$65,931Mileage not verified

Schulenburg, 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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

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 route inbound buyer inquiries and control verified contact information.
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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