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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

71 listings found

1999 Ford F-550

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

1999 Ford F-550

Fallon, NV

UnscoredInsufficient · 0
$10,000118,592 mi

Fallon, NV

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Fallon, NV

Unscored
$13,500171,810 mi

Comparison: 19 similar vehicles

Fallon, NV

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Fallon, NV

Unscored
$14,69079,884 mi

Comparison: 7 similar vehicles

Fallon, NV

2008 Ford F-550

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

2008 Ford F-550

Fallon, NV

UnscoredInsufficient · 0
$15,00079,160 mi

Fallon, NV

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Fallon, NV

OverpricedModerate · 39
$17,99587,326 mi

Market: $9,900 – $16,949

Comparison: 39 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Fallon, NV

2020 Ford Escape SE

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

2020 Ford Escape SE

Fallon, NV

UnscoredInsufficient · 0
$18,99554,368 mi

Fallon, NV

2022 Ford Maverick Lariat

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

2022 Ford Maverick Lariat

Fallon, NV

UnscoredInsufficient · 0
$24,99576,448 mi

Fallon, NV

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Fallon, NV

UnscoredInsufficient · 0
$27,69023,606 mi

Fallon, NV

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

Fallon, NV

Unscored
$29,99598,897 mi

Comparison: 67 similar vehicles

Fallon, NV

2023 Ford Bronco Sport Badlands

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

2023 Ford Bronco Sport Badlands

Fallon, NV

UnscoredInsufficient · 0
$30,69018,420 mi

Fallon, NV

2024 Ford Bronco Sport Badlands

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

2024 Ford Bronco Sport Badlands

Fallon, NV

UnscoredInsufficient · 0
$33,6906,310 mi

Fallon, NV

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Fallon, NV

Fair PriceModerate · 26
$33,99538,783 mi

Market: $25,681 – $34,988

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Fallon, NV

2015 Ford Econoline

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

2015 Ford Econoline

Fallon, NV

UnscoredInsufficient · 0
$35,000Mileage not verified

Fallon, NV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fallon, NV

Fair PriceRobust · 217
$35,790Mileage not verified

Market: $30,040 – $45,752

Comparison: 217 similar vehicles

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

Fallon, NV

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Fallon, NV

OverpricedModerate · 34
$36,99566,707 mi

Market: $21,999 – $33,032

Comparison: 34 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Fallon, NV

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

Fallon, NV

Fair PriceRobust · 250
$37,675Mileage not verified

Market: $30,804 – $47,387

Comparison: 250 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Fallon, NV

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

Fallon, NV

Fair PriceRobust · 149
$38,445Mileage not verified

Market: $34,517 – $46,334

Comparison: 149 similar vehicles

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

Fallon, NV

2025 Ford Ranger XLT

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

2025 Ford Ranger XLT

Fallon, NV

UnscoredInsufficient · 0
$38,99515,388 mi

Fallon, NV

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fallon, NV

Fair PriceRobust · 217
$39,935Mileage not verified

Market: $30,040 – $45,752

Comparison: 217 similar vehicles

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

Fallon, NV

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Fallon, NV

Fair PriceRobust · 400
$39,975Mileage not verified

Market: $29,592 – $42,522

Comparison: 400 similar vehicles

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

Fallon, NV

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

Fallon, NV

Fair PriceRobust · 149
$40,445Mileage not verified

Market: $34,517 – $46,334

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Fallon, NV

2025 Ford F-150 XL

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

2025 Ford F-150 XL

Fallon, NV

UnscoredInsufficient · 0
$40,69030,947 mi

Fallon, NV

2025 Ford Explorer ST-LINE

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

2025 Ford Explorer ST-LINE

Fallon, NV

Unscored
$42,69020,787 mi

Comparison: 8 similar vehicles

Fallon, NV

2026 Ford Bronco 2-Door Base

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

2026 Ford Bronco 2-Door Base

Fallon, NV

Fair PriceLimited · 12
$42,955Mileage not verified

Market: $40,910 – $50,562

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Fallon, NV

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Fallon, NV

Fair PriceRobust · 146
$43,465Mileage not verified

Market: $36,235 – $44,927

Comparison: 146 similar vehicles

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

Fallon, NV

2025 Ford Bronco 2-Door Base

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

2025 Ford Bronco 2-Door Base

Fallon, NV

UnscoredInsufficient · 0
$44,710Mileage not verified

Fallon, NV

2025 Ford Ranger XLT

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

2025 Ford Ranger XLT

Fallon, NV

Unscored
$46,465100 mi

Comparison: 9 similar vehicles

Fallon, NV

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

Fallon, NV

Fair PriceLimited · 19
$46,69020,965 mi

Market: $36,181 – $48,952

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Fallon, NV

2026 Ford Ranger Lariat

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

2026 Ford Ranger Lariat

Fallon, NV

Fair PriceRobust · 65
$49,395Mileage not verified

Market: $44,797 – $59,922

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Fallon, NV

2024 Ford Bronco 4-Door Black Diamond

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

2024 Ford Bronco 4-Door Black Diamond

Fallon, NV

UnscoredInsufficient · 0
$49,69014,290 mi

Fallon, NV

2024 Ford Bronco 2-Door Heritage Editon

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

2024 Ford Bronco 2-Door Heritage Editon

Fallon, NV

UnscoredInsufficient · 0
$49,9958,701 mi

Fallon, NV

2025 Ford Explorer ST-LINE

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

2025 Ford Explorer ST-LINE

Fallon, NV

UnscoredInsufficient · 0
$50,280Mileage not verified

Fallon, NV

2023 Ford Bronco 4-Door Wildtrak

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

2023 Ford Bronco 4-Door Wildtrak

Fallon, NV

UnscoredInsufficient · 0
$50,69016,322 mi

Fallon, NV

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Fallon, NV

Fair PriceRobust · 315
$51,200Mileage not verified

Market: $41,457 – $66,737

Comparison: 315 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 239 days listed (based on current market benchmarks)

Fallon, NV

2025 Ford Ranger Lariat

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

2025 Ford Ranger Lariat

Fallon, NV

UnscoredInsufficient · 0
$53,465Mileage not verified

Fallon, NV

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Fallon, NV

OverpricedModerate · 26
$53,69012,275 mi

Market: $40,061 – $51,980

Comparison: 26 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Fallon, NV

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

Fallon, NV

UnscoredInsufficient · 0
$53,69019,970 mi

Fallon, NV

2026 Ford Bronco 4-Door Outer Banks

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

2026 Ford Bronco 4-Door Outer Banks

Fallon, NV

Fair PriceRobust · 171
$57,015Mileage not verified

Market: $44,997 – $74,377

Comparison: 171 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 131 days listed (based on current market benchmarks)

Fallon, NV

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Fallon, NV

Fair PriceRobust · 68
$57,980Mileage not verified

Market: $54,012 – $66,567

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Fallon, NV

2022 Ford F-250 Super Duty Lariat

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

2022 Ford F-250 Super Duty Lariat

Fallon, NV

UnscoredInsufficient · 4
$59,69043,968 mi

Comparison: 4 similar vehicles

Fallon, NV

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

Fallon, NV

Unscored
$60,570Mileage not verified

Comparison: 6 similar vehicles

Fallon, NV

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

Fallon, NV

Unscored
$60,630Mileage not verified

Comparison: 6 similar vehicles

Fallon, NV

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

Fallon, NV

Unscored
$61,055Mileage not verified

Comparison: 6 similar vehicles

Fallon, NV

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

Fallon, NV

Unscored
$61,215Mileage not verified

Comparison: 6 similar vehicles

Fallon, NV

2027 Ford Explorer ST

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

2027 Ford Explorer ST

Fallon, NV

Fair PriceRobust · 160
$63,045Mileage not verified

Market: $55,761 – $71,707

Comparison: 160 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Fallon, NV

2025 Ford F-150 Tremor

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

2025 Ford F-150 Tremor

Fallon, NV

Unscored
$64,9959,546 mi

Comparison: 11 similar vehicles

Fallon, NV

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Fallon, NV

OverpricedRobust · 68
$66,565Mileage not verified

Market: $47,551 – $65,477

Comparison: 68 similar vehicles

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

Fallon, NV

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Fallon, NV

Fair PriceRobust · 57
$66,580Mileage not verified

Market: $58,652 – $171,492

Comparison: 57 similar vehicles

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

Fallon, NV

2026 Ford Mustang GT Premium

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

2026 Ford Mustang GT Premium

Fallon, NV

Fair PriceRobust · 57
$67,260Mileage not verified

Market: $58,652 – $171,492

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Fallon, NV

2026 Ford F-250 Super Duty XL

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

2026 Ford F-250 Super Duty XL

Fallon, NV

Fair PriceRobust · 349
$70,160Mileage not verified

Market: $43,319 – $85,421

Comparison: 349 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Fallon, NV

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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