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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 24, 2026

6M+

Unique vehicles analyzed

as of October 23, 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

64 listings found

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Onida, SD

UnscoredModerate · 23
$9,990206,393 mi

Comparison: 23 similar vehicles

Onida, SD

2012 Ford F-250 Super Duty XLT

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

2012 Ford F-250 Super Duty XLT

Onida, SD

UnscoredLimited · 9
$11,139222,453 mi

Comparison: 9 similar vehicles

Onida, SD

2012 Ford E-Series Econoline Wagon XLT

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

2012 Ford E-Series Econoline Wagon XLT

Onida, SD

UnscoredInsufficient · 0
$12,550159,221 mi

Onida, SD

2011 Ford Expedition XLT

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

2011 Ford Expedition XLT

Onida, SD

UnscoredInsufficient · 3
$15,55094,697 mi

Comparison: 3 similar vehicles

Onida, SD

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Onida, SD

UnscoredLimited · 8
$19,99074,146 mi

Comparison: 8 similar vehicles

Onida, SD

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Onida, SD

Fair PriceModerate · 39
$21,75099,214 mi

Market: $9,995 – $22,189

Comparison: 39 similar vehicles

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

Onida, SD

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Onida, SD

UnscoredLimited · 9
$25,13926,303 mi

Comparison: 9 similar vehicles

Onida, SD

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Onida, SD

Fair PriceLimited · 12
$26,02969,980 mi

Market: $20,995 – $26,797

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Onida, 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

Onida, SD

Fair PriceRobust · 79
$26,55064,055 mi

Market: $12,499 – $27,689

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Onida, SD

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Onida, SD

UnscoredLimited · 6
$28,55012,825 mi

Comparison: 6 similar vehicles

Onida, SD

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Onida, SD

UnscoredInsufficient · 3
$29,55028,010 mi

Comparison: 3 similar vehicles

Onida, SD

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

Onida, SD

UnscoredInsufficient · 0
$29,99035,718 mi

Onida, 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

Onida, SD

UnscoredInsufficient · 4
$33,590Mileage not verified

Comparison: 4 similar vehicles

Onida, SD

2019 Ford E-Series Cutaway Base

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

2019 Ford E-Series Cutaway Base

Onida, SD

UnscoredInsufficient · 3
$35,699104,581 mi

Comparison: 3 similar vehicles

Onida, SD

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Onida, SD

UnscoredInsufficient · 3
$36,525Mileage not verified

Comparison: 3 similar vehicles

Onida, 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

Onida, SD

Fair PriceRobust · 69
$36,619Mileage not verified

Market: $32,499 – $43,509

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Onida, SD

2020 Ford F-150 Platinum

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

2020 Ford F-150 Platinum

Onida, SD

OverpricedLimited · 12
$37,91964,613 mi

Market: $27,900 – $28,399

Comparison: 12 similar vehicles

Priced ~34% above the typical market range for similar vehicles (based on current market benchmarks)

Onida, SD

2021 Ford Bronco 4-Door Outer Banks

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

2021 Ford Bronco 4-Door Outer Banks

Onida, SD

UnscoredInsufficient · 0
$39,02910,766 mi

Onida, 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

Onida, SD

UnscoredInsufficient · 3
$39,99013,983 mi

Comparison: 3 similar vehicles

Onida, 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

Onida, SD

Fair PriceModerate · 44
$43,02977,736 mi

Market: $34,228 – $48,950

Comparison: 44 similar vehicles

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

Onida, SD

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Onida, SD

Fair PriceModerate · 46
$44,344Mileage not verified

Market: $41,131 – $55,259

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Onida, SD

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Onida, SD

Fair PriceRobust · 136
$45,150Mileage not verified

Market: $36,634 – $51,029

Comparison: 136 similar vehicles

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

Onida, SD

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Onida, SD

Fair PriceModerate · 34
$48,274Mileage not verified

Market: $47,124 – $65,515

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Onida, SD

2025 Ford Transit Passenger Van XLT

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

2025 Ford Transit Passenger Van XLT

Onida, SD

UnscoredInsufficient · 0
$48,69934,167 mi

Onida, SD

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Onida, SD

UnscoredInsufficient · 0
$48,9904,472 mi

Onida, SD

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Onida, SD

UnscoredInsufficient · 0
$48,9905,017 mi

Onida, SD

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

Onida, SD

Fair PriceRobust · 151
$49,345Mileage not verified

Market: $46,723 – $57,669

Comparison: 151 similar vehicles

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

Onida, SD

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Onida, SD

UnscoredInsufficient · 4
$51,395Mileage not verified

Comparison: 4 similar vehicles

Onida, SD

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Onida, SD

UnscoredInsufficient · 4
$53,585Mileage not verified

Comparison: 4 similar vehicles

Onida, SD

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Onida, SD

UnscoredInsufficient · 4
$53,585Mileage not verified

Comparison: 4 similar vehicles

Onida, SD

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

Onida, SD

UnscoredInsufficient · 3
$55,675Mileage not verified

Comparison: 3 similar vehicles

Onida, 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

Onida, SD

Fair PriceLimited · 15
$55,785Mileage not verified

Market: $56,800 – $69,655

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 168 days listed (based on current market benchmarks)

Onida, 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

Onida, SD

Fair PriceLimited · 15
$57,305Mileage not verified

Market: $55,785 – $69,655

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Onida, SD

2026 Ford Ranger Raptor

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

2026 Ford Ranger Raptor

Onida, SD

UnscoredLimited · 7
$61,195Mileage not verified

Comparison: 7 similar vehicles

Onida, SD

2026 Ford Bronco 4-Door Badlands

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

2026 Ford Bronco 4-Door Badlands

Onida, SD

Fair PriceRobust · 57
$61,409Mileage not verified

Market: $53,704 – $73,769

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 265 days listed (based on current market benchmarks)

Onida, 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

Onida, SD

Great DealLimited · 11
$61,764Mileage not verified

Market: $65,082 – $75,640

Comparison: 11 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 168 days listed (based on current market benchmarks)

Onida, SD

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

Onida, SD

Fair PriceModerate · 26
$61,780Mileage not verified

Market: $58,384 – $80,119

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Onida, SD

2025 Ford Mustang GT Premium

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

2025 Ford Mustang GT Premium

Onida, SD

UnscoredLimited · 7
$61,890665 mi

Comparison: 7 similar vehicles

Onida, 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

Onida, SD

Fair PriceLimited · 15
$64,340Mileage not verified

Market: $55,785 – $69,655

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Onida, 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

Onida, SD

Fair PriceLimited · 11
$65,082Mileage not verified

Market: $61,764 – $75,640

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Onida, 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

Onida, SD

UnscoredLimited · 9
$65,104Mileage not verified

Comparison: 9 similar vehicles

Onida, 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

Onida, SD

Fair PriceLimited · 11
$65,327Mileage not verified

Market: $61,764 – $75,640

Comparison: 11 similar vehicles

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

Onida, 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

Onida, SD

Fair PriceLimited · 15
$66,200Mileage not verified

Market: $55,785 – $69,655

Comparison: 15 similar vehicles

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

Onida, SD

2026 Ford F-350 Super Duty XL

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

2026 Ford F-350 Super Duty XL

Onida, SD

UnscoredLimited · 7
$66,747Mileage not verified

Comparison: 7 similar vehicles

Onida, 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

Onida, SD

Fair PriceLimited · 11
$66,772Mileage not verified

Market: $61,764 – $75,640

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 214 days listed (based on current market benchmarks)

Onida, SD

2027 Ford F-550 Super Duty Chassis Cab XL

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

2027 Ford F-550 Super Duty Chassis Cab XL

Onida, SD

UnscoredInsufficient · 0
$66,855Mileage not verified

Onida, 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

Onida, SD

Fair PriceLimited · 11
$68,330Mileage not verified

Market: $61,764 – $75,640

Comparison: 11 similar vehicles

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

Onida, SD

2025 Ford F-150 Platinum

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

2025 Ford F-150 Platinum

Onida, SD

UnscoredInsufficient · 0
$69,9906,630 mi

Onida, 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

Onida, SD

Fair PriceLimited · 16
$73,045Mileage not verified

Market: $56,259 – $77,480

Comparison: 16 similar vehicles

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

Onida, SD

2026 Ford F-150 Tremor

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

2026 Ford F-150 Tremor

Onida, SD

Fair PriceLimited · 10
$74,425Mileage not verified

Market: $67,282 – $74,824

Comparison: 10 similar vehicles

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

Onida, 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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