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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 9, 2026

7.3M+

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

46 listings found

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Luverne, MN

Unscored
$4,900242,592 mi

Comparison: 6 similar vehicles

Luverne, MN

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Luverne, MN

Unscored
$9,995176,975 mi

Comparison: 46 similar vehicles

Luverne, MN

2018 Ford Taurus SEL

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

2018 Ford Taurus SEL

Luverne, MN

Unscored
$12,995113,025 mi

Comparison: 6 similar vehicles

Luverne, MN

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Luverne, MN

Unscored
$14,995146,776 mi

Comparison: 14 similar vehicles

Luverne, MN

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Luverne, MN

Fair PriceLimited · 14
$18,973100,460 mi

Market: $15,878 – $24,000

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 620 days listed (based on current market benchmarks)

Luverne, MN

2018 Ford Expedition Limited

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

2018 Ford Expedition Limited

Luverne, MN

Unscored
$18,995138,173 mi

Comparison: 39 similar vehicles

Luverne, MN

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Luverne, MN

Fair PriceModerate · 27
$21,99580,762 mi

Market: $15,500 – $22,384

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Luverne, MN

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Luverne, MN

UnscoredInsufficient · 0
$24,99539,476 mi

Luverne, MN

2015 Ford F-350 Super Duty Lariat

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

2015 Ford F-350 Super Duty Lariat

Luverne, MN

Unscored
$25,995189,529 mi

Comparison: 12 similar vehicles

Luverne, MN

2024 Ford Maverick XLT

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

2024 Ford Maverick XLT

Luverne, MN

Fair PriceLimited · 12
$27,98530,340 mi

Market: $23,497 – $28,740

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Luverne, MN

2016 Ford F-350 Super Duty Lariat

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

2016 Ford F-350 Super Duty Lariat

Luverne, MN

Unscored
$28,875157,055 mi

Comparison: 35 similar vehicles

Luverne, MN

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Luverne, MN

Fair PriceRobust · 266
$28,99521,587 mi

Market: $24,346 – $33,373

Comparison: 266 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 246 days listed (based on current market benchmarks)

Luverne, MN

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

Luverne, MN

Fair PriceRobust · 74
$28,99534,930 mi

Market: $27,995 – $34,850

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Luverne, MN

2024 Ford Escape Platinum

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

2024 Ford Escape Platinum

Luverne, MN

Fair PriceLimited · 15
$29,99520,073 mi

Market: $24,995 – $30,175

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 404 days listed (based on current market benchmarks)

Luverne, MN

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

Luverne, MN

Unscored
$33,479Mileage not verified

Comparison: 7 similar vehicles

Luverne, MN

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

Luverne, MN

Unscored
$33,777Mileage not verified

Comparison: 6 similar vehicles

Luverne, MN

2024 Ford Explorer Limited

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

2024 Ford Explorer Limited

Luverne, MN

Fair PriceLimited · 11
$34,99529,459 mi

Market: $33,995 – $40,500

Comparison: 11 similar vehicles

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

Luverne, MN

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

Luverne, MN

UnscoredInsufficient · 4
$35,99581,502 mi

Comparison: 4 similar vehicles

Luverne, MN

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

Luverne, MN

Unscored
$36,354Mileage not verified

Comparison: 7 similar vehicles

Luverne, MN

2024 Ford Bronco 2-Door Big Bend

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

2024 Ford Bronco 2-Door Big Bend

Luverne, MN

UnscoredInsufficient · 0
$36,86543,150 mi

Luverne, MN

2024 Ford Transit Passenger Van XLT

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

2024 Ford Transit Passenger Van XLT

Luverne, MN

Fair PriceLimited · 10
$36,99548,840 mi

Market: $36,398 – $60,345

Comparison: 10 similar vehicles

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

Luverne, MN

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Luverne, MN

Fair PriceModerate · 23
$37,99520,699 mi

Market: $37,034 – $40,808

Comparison: 23 similar vehicles

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

Luverne, MN

2025 Ford Escape Hybrid ST-Line Select

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

2025 Ford Escape Hybrid ST-Line Select

Luverne, MN

UnscoredInsufficient · 0
$38,2635,856 mi

Luverne, MN

2021 Ford F-150 Lariat

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

2021 Ford F-150 Lariat

Luverne, MN

Fair PriceRobust · 175
$38,64162,129 mi

Market: $21,175 – $54,850

Comparison: 175 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 413 days listed (based on current market benchmarks)

Luverne, MN

2023 Ford F-150 Tremor

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

2023 Ford F-150 Tremor

Luverne, MN

UnscoredInsufficient · 3
$38,99597,955 mi

Comparison: 3 similar vehicles

Luverne, MN

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

Luverne, MN

UnscoredInsufficient · 3
$38,99569,130 mi

Comparison: 3 similar vehicles

Luverne, MN

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Luverne, MN

Unscored
$41,190Mileage not verified

Comparison: 5 similar vehicles

Luverne, MN

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

Luverne, MN

UnscoredInsufficient · 4
$42,99536,182 mi

Comparison: 4 similar vehicles

Luverne, MN

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

Luverne, MN

Fair PriceLimited · 11
$42,99526,868 mi

Market: $42,400 – $59,888

Comparison: 11 similar vehicles

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

Luverne, MN

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

Luverne, MN

Unscored
$49,017Mileage not verified

Comparison: 9 similar vehicles

Luverne, MN

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Luverne, MN

Fair PriceRobust · 221
$51,354Mileage not verified

Market: $47,045 – $63,460

Comparison: 221 similar vehicles

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

Luverne, MN

2025 Ford Expedition Active

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

2025 Ford Expedition Active

Luverne, MN

Fair PriceLimited · 19
$51,60031,510 mi

Market: $47,515 – $63,174

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 246 days listed (based on current market benchmarks)

Luverne, MN

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Luverne, MN

Fair PriceRobust · 161
$53,746Mileage not verified

Market: $48,920 – $77,065

Comparison: 161 similar vehicles

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

Luverne, MN

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

Luverne, MN

Unscored
$53,971Mileage not verified

Comparison: 9 similar vehicles

Luverne, MN

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

Luverne, MN

OverpricedRobust · 147
$54,59640,430 mi

Market: $40,705 – $49,875

Comparison: 147 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Luverne, MN

2023 Ford F-150 Limited

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

2023 Ford F-150 Limited

Luverne, MN

Unscored
$55,71062,819 mi

Comparison: 6 similar vehicles

Luverne, MN

2025 Ford Expedition Active

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

2025 Ford Expedition Active

Luverne, MN

Fair PriceLimited · 19
$56,61536,196 mi

Market: $47,515 – $63,174

Comparison: 19 similar vehicles

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

Luverne, MN

2023 Ford F-150 Raptor

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

2023 Ford F-150 Raptor

Luverne, MN

Unscored
$56,99574,102 mi

Comparison: 9 similar vehicles

Luverne, MN

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Luverne, MN

Fair PriceLimited · 15
$60,234Mileage not verified

Market: $59,908 – $67,808

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Luverne, MN

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Luverne, MN

Fair PriceLimited · 15
$61,205Mileage not verified

Market: $59,908 – $67,808

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Luverne, MN

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Luverne, MN

Fair PriceLimited · 15
$61,492Mileage not verified

Market: $59,908 – $67,808

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Luverne, MN

2027 Ford F-350 Super Duty XLT

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

2027 Ford F-350 Super Duty XLT

Luverne, MN

Fair PriceRobust · 451
$67,264Mileage not verified

Market: $52,706 – $86,980

Comparison: 451 similar vehicles

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

Luverne, MN

2026 Ford F-150 Platinum

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

2026 Ford F-150 Platinum

Luverne, MN

Fair PriceRobust · 448
$76,261Mileage not verified

Market: $66,517 – $91,269

Comparison: 448 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Luverne, MN

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

Luverne, MN

Unscored
$91,304Mileage not verified

Comparison: 5 similar vehicles

Luverne, MN

2027 Ford F-450 Super Duty Platinum

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

2027 Ford F-450 Super Duty Platinum

Luverne, MN

Fair PriceRobust · 58
$107,774Mileage not verified

Market: $99,444 – $112,745

Comparison: 58 similar vehicles

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

Luverne, MN

2026 Ford Mustang Dark Horse

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

2026 Ford Mustang Dark Horse

Luverne, MN

Fair PriceRobust · 113
$118,580Mileage not verified

Market: $61,294 – $176,310

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Luverne, MN

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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