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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 29, 2026

6M+

Unique vehicles analyzed

as of October 29, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

72 listings found

2005 Ford Mustang Premium

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

2005 Ford Mustang Premium

Mobridge, SD

UnscoredInsufficient · 0
$9,125116,257 mi

Mobridge, SD

2004 Ford F-350 Super Duty XLT

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

2004 Ford F-350 Super Duty XLT

Mobridge, SD

UnscoredInsufficient · 0
$9,125171,266 mi

Mobridge, SD

2013 Ford F-150 Platinum

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

2013 Ford F-150 Platinum

Mobridge, SD

UnscoredInsufficient · 4
$14,125183,576 mi

Comparison: 4 similar vehicles

Mobridge, SD

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Mobridge, SD

UnscoredInsufficient · 0
$17,000119,023 mi

Mobridge, SD

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Mobridge, SD

Unscored
$23,125123,456 mi

Comparison: 51 similar vehicles

Mobridge, SD

2018 Ford F-150 King Ranch

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

2018 Ford F-150 King Ranch

Mobridge, SD

UnscoredInsufficient · 0
$24,900121,472 mi

Mobridge, SD

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

Mobridge, SD

UnscoredInsufficient · 0
$25,12538,286 mi

Mobridge, SD

2008 Ford F-350 Super Duty XLT

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

2008 Ford F-350 Super Duty XLT

Mobridge, SD

UnscoredInsufficient · 0
$25,12580,859 mi

Mobridge, SD

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Mobridge, SD

Fair PriceLimited · 11
$25,60019,480 mi

Market: $25,917 – $28,228

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 35 days listed (based on current market benchmarks)

Mobridge, SD

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Mobridge, SD

Fair PriceLimited · 17
$26,00037,600 mi

Market: $24,900 – $28,194

Comparison: 17 similar vehicles

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

Mobridge, SD

2019 Ford Expedition Limited

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

2019 Ford Expedition Limited

Mobridge, SD

Unscored
$26,125126,061 mi

Comparison: 23 similar vehicles

Mobridge, SD

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Mobridge, SD

Fair PriceModerate · 27
$27,12525,672 mi

Market: $26,396 – $30,062

Comparison: 27 similar vehicles

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

Mobridge, SD

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Mobridge, SD

Fair PriceModerate · 42
$27,125101,728 mi

Market: $19,950 – $29,186

Comparison: 42 similar vehicles

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

Mobridge, SD

2024 Ford Mustang Mach-E Select AWD

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

2024 Ford Mustang Mach-E Select AWD

Mobridge, SD

UnscoredInsufficient · 0
$29,4508,114 mi

Mobridge, SD

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

Mobridge, SD

Fair PriceModerate · 34
$29,90093,706 mi

Market: $22,189 – $41,500

Comparison: 34 similar vehicles

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

Mobridge, SD

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Mobridge, SD

UnscoredInsufficient · 0
$30,60033,151 mi

Mobridge, SD

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Mobridge, SD

Fair PriceModerate · 38
$33,12584,998 mi

Market: $19,250 – $35,625

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Mobridge, SD

2023 Ford Edge ST

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

2023 Ford Edge ST

Mobridge, SD

UnscoredInsufficient · 0
$33,90028,114 mi

Mobridge, SD

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

Mobridge, SD

Fair PriceRobust · 183
$35,000Mileage not verified

Market: $26,114 – $39,444

Comparison: 183 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Mobridge, SD

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

Mobridge, SD

Unscored
$35,930Mileage not verified

Comparison: 8 similar vehicles

Mobridge, SD

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Mobridge, SD

OverpricedLimited · 18
$38,12577,970 mi

Market: $23,995 – $35,279

Comparison: 18 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Mobridge, SD

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Mobridge, SD

Fair PriceRobust · 78
$38,565Mileage not verified

Market: $28,280 – $39,995

Comparison: 78 similar vehicles

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

Mobridge, SD

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

Mobridge, SD

Unscored
$38,910Mileage not verified

Comparison: 5 similar vehicles

Mobridge, SD

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

Mobridge, SD

Fair PriceLimited · 10
$38,92552,097 mi

Market: $37,042 – $47,287

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 4
$38,975Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

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

Mobridge, SD

Fair PriceModerate · 27
$40,90075,442 mi

Market: $34,228 – $51,900

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 363 days listed (based on current market benchmarks)

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 4
$41,110Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Mobridge, SD

UnscoredInsufficient · 4
$41,635Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

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

Mobridge, SD

Unscored
$42,92560,974 mi

Comparison: 7 similar vehicles

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 0
$43,90035,533 mi

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 4
$45,870Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

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

Mobridge, SD

Unscored
$47,12547,208 mi

Comparison: 5 similar vehicles

Mobridge, SD

2024 Ford Bronco 2-Door Wildtrak

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

2024 Ford Bronco 2-Door Wildtrak

Mobridge, SD

UnscoredInsufficient · 0
$49,12510,796 mi

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 0
$51,900Mileage not verified

Mobridge, SD

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

Mobridge, SD

UnscoredInsufficient · 4
$51,915Mileage not verified

Comparison: 4 similar vehicles

Mobridge, SD

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

Mobridge, SD

Fair PriceLimited · 16
$52,538Mileage not verified

Market: $50,665 – $64,720

Comparison: 16 similar vehicles

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

Mobridge, SD

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

Mobridge, SD

Fair PriceModerate · 45
$55,259Mileage not verified

Market: $49,029 – $84,209

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Mobridge, SD

2026 Ford Explorer Platinum

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

2026 Ford Explorer Platinum

Mobridge, SD

UnscoredInsufficient · 0
$55,650Mileage not verified

Mobridge, SD

2024 Ford F-150 Platinum

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

2024 Ford F-150 Platinum

Mobridge, SD

Unscored
$56,02530,222 mi

Comparison: 7 similar vehicles

Mobridge, SD

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

Mobridge, SD

Fair PriceLimited · 16
$56,630Mileage not verified

Market: $50,665 – $64,720

Comparison: 16 similar vehicles

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

Mobridge, SD

2023 Ford Expedition Platinum

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

2023 Ford Expedition Platinum

Mobridge, SD

UnscoredInsufficient · 0
$57,22537,548 mi

Mobridge, SD

2022 Ford F-150 Raptor

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

2022 Ford F-150 Raptor

Mobridge, SD

Unscored
$59,60071,238 mi

Comparison: 5 similar vehicles

Mobridge, SD

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Mobridge, SD

Fair PriceModerate · 25
$60,430Mileage not verified

Market: $47,038 – $65,515

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Mobridge, SD

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

Mobridge, SD

Fair PriceLimited · 16
$61,850Mileage not verified

Market: $50,665 – $64,720

Comparison: 16 similar vehicles

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

Mobridge, SD

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

Mobridge, SD

Unscored
$64,129Mileage not verified

Comparison: 5 similar vehicles

Mobridge, SD

2026 Ford F-550 Super Duty Chassis Cab XL

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

2026 Ford F-550 Super Duty Chassis Cab XL

Mobridge, SD

UnscoredInsufficient · 0
$64,205Mileage not verified

Mobridge, SD

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

Mobridge, SD

OverpricedLimited · 16
$64,720Mileage not verified

Market: $50,665 – $61,850

Comparison: 16 similar vehicles

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

Mobridge, SD

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

Mobridge, SD

Unscored
$65,517Mileage not verified

Comparison: 5 similar vehicles

Mobridge, SD

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

Mobridge, SD

Fair PriceLimited · 14
$66,302Mileage not verified

Market: $64,129 – $69,465

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Mobridge, SD

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

Mobridge, SD

Fair PriceLimited · 14
$66,890Mileage not verified

Market: $64,129 – $69,465

Comparison: 14 similar vehicles

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

Mobridge, SD

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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