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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

62 listings found

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Fayette, AL

Unscored
$5,900235,927 mi

Comparison: 7 similar vehicles

Fayette, AL

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Fayette, AL

Unscored
$5,900275,153 mi

Comparison: 7 similar vehicles

Fayette, AL

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Fayette, AL

UnscoredInsufficient · 4
$5,900276,312 mi

Comparison: 4 similar vehicles

Fayette, AL

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Fayette, AL

Unscored
$5,900281,262 mi

Comparison: 11 similar vehicles

Fayette, AL

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Fayette, AL

Unscored
$6,900301,051 mi

Comparison: 23 similar vehicles

Fayette, AL

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Fayette, AL

Unscored
$6,900298,164 mi

Comparison: 23 similar vehicles

Fayette, AL

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Fayette, AL

Unscored
$7,189143,620 mi

Comparison: 25 similar vehicles

Fayette, AL

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Fayette, AL

Unscored
$10,900246,672 mi

Comparison: 5 similar vehicles

Fayette, AL

2019 Ford Ranger XL

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

2019 Ford Ranger XL

Fayette, AL

Unscored
$12,900156,706 mi

Comparison: 19 similar vehicles

Fayette, AL

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Fayette, AL

Fair PriceModerate · 26
$29,90034,808 mi

Market: $23,900 – $31,800

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Fayette, AL

2024 Ford Escape ST-Line Elite

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

2024 Ford Escape ST-Line Elite

Fayette, AL

Unscored
$29,9905,298 mi

Comparison: 5 similar vehicles

Fayette, AL

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Fayette, AL

Fair PriceRobust · 263
$33,770Mileage not verified

Market: $30,434 – $39,165

Comparison: 263 similar vehicles

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

Fayette, AL

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

Fayette, AL

Unscored
$34,875Mileage not verified

Comparison: 7 similar vehicles

Fayette, AL

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

Fayette, AL

Unscored
$34,90090,742 mi

Comparison: 5 similar vehicles

Fayette, AL

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

Fayette, AL

Fair PriceRobust · 480
$35,980Mileage not verified

Market: $27,931 – $38,516

Comparison: 480 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Fayette, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fayette, AL

Fair PriceRobust · 69
$36,050Mileage not verified

Market: $30,936 – $44,449

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Fayette, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fayette, AL

Fair PriceRobust · 69
$36,050Mileage not verified

Market: $30,936 – $44,449

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 162 days listed (based on current market benchmarks)

Fayette, AL

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

Fayette, AL

Fair PriceRobust · 284
$36,90064,917 mi

Market: $18,294 – $44,005

Comparison: 284 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Fayette, AL

2021 Ford Bronco 2-Door Black Diamond

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

2021 Ford Bronco 2-Door Black Diamond

Fayette, AL

UnscoredInsufficient · 0
$39,90064,002 mi

Fayette, AL

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Fayette, AL

Fair PriceRobust · 209
$41,395Mileage not verified

Market: $34,321 – $48,735

Comparison: 209 similar vehicles

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

Fayette, AL

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

Fayette, AL

UnscoredInsufficient · 4
$41,90088,237 mi

Comparison: 4 similar vehicles

Fayette, AL

2026 Ford Explorer

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

2026 Ford Explorer

Fayette, AL

UnscoredInsufficient · 0
$42,525Mileage not verified

Fayette, AL

2026 Ford Explorer

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

2026 Ford Explorer

Fayette, AL

UnscoredInsufficient · 0
$43,775Mileage not verified

Fayette, AL

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Fayette, AL

Fair PriceRobust · 295
$44,635Mileage not verified

Market: $40,572 – $50,075

Comparison: 295 similar vehicles

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

Fayette, AL

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

Fayette, AL

Fair PriceRobust · 54
$46,90054,732 mi

Market: $38,673 – $49,440

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Fayette, AL

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

Fayette, AL

Fair PriceRobust · 275
$46,950Mileage not verified

Market: $43,248 – $54,990

Comparison: 275 similar vehicles

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

Fayette, AL

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

Fayette, AL

Fair PriceLimited · 12
$47,90026,223 mi

Market: $43,525 – $60,837

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Fayette, AL

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

Fayette, AL

Fair PriceModerate · 40
$47,905Mileage not verified

Market: $41,165 – $51,236

Comparison: 40 similar vehicles

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

Fayette, AL

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

Fayette, AL

Fair PriceRobust · 765
$48,610Mileage not verified

Market: $38,663 – $57,750

Comparison: 765 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Fayette, AL

2025 Ford F-150 STX

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

2025 Ford F-150 STX

Fayette, AL

Fair PriceRobust · 63
$49,90022,754 mi

Market: $36,085 – $57,900

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Fayette, AL

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

Fayette, AL

Fair PriceRobust · 56
$52,160Mileage not verified

Market: $44,699 – $70,530

Comparison: 56 similar vehicles

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

Fayette, AL

2026 Ford F-150 XL

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

2026 Ford F-150 XL

Fayette, AL

Fair PriceRobust · 358
$52,380Mileage not verified

Market: $37,084 – $60,934

Comparison: 358 similar vehicles

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

Fayette, AL

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Fayette, AL

Fair PriceRobust · 125
$55,790Mileage not verified

Market: $52,578 – $63,830

Comparison: 125 similar vehicles

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

Fayette, AL

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

Fayette, AL

Fair PriceRobust · 256
$56,085Mileage not verified

Market: $42,210 – $61,334

Comparison: 256 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Fayette, AL

2026 Ford Bronco 4-Door Heritage Editon

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

2026 Ford Bronco 4-Door Heritage Editon

Fayette, AL

Fair PriceRobust · 50
$57,705Mileage not verified

Market: $53,028 – $60,060

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Fayette, AL

2026 Ford F-450 Super Duty Chassis Cab XL

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

2026 Ford F-450 Super Duty Chassis Cab XL

Fayette, AL

Fair PriceModerate · 25
$61,610Mileage not verified

Market: $60,485 – $92,343

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Fayette, AL

2026 Ford F-450 Super Duty Chassis Cab XL

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

2026 Ford F-450 Super Duty Chassis Cab XL

Fayette, AL

Fair PriceModerate · 25
$61,610Mileage not verified

Market: $60,485 – $92,343

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Fayette, AL

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

Fayette, AL

Unscored
$63,150Mileage not verified

Comparison: 9 similar vehicles

Fayette, AL

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

Fayette, AL

Unscored
$63,150Mileage not verified

Comparison: 9 similar vehicles

Fayette, AL

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

Fayette, AL

Unscored
$63,150Mileage not verified

Comparison: 9 similar vehicles

Fayette, AL

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

Fayette, AL

Unscored
$63,545Mileage not verified

Comparison: 9 similar vehicles

Fayette, AL

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

Fayette, AL

Unscored
$63,690Mileage not verified

Comparison: 9 similar vehicles

Fayette, AL

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

Fayette, AL

Unscored
$63,845Mileage not verified

Comparison: 9 similar vehicles

Fayette, AL

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

Fayette, AL

Unscored
$64,085Mileage not verified

Comparison: 9 similar vehicles

Fayette, AL

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

Fayette, AL

Unscored
$64,145Mileage not verified

Comparison: 9 similar vehicles

Fayette, AL

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

Fayette, AL

Unscored
$64,145Mileage not verified

Comparison: 9 similar vehicles

Fayette, AL

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

Fayette, AL

Fair PriceRobust · 259
$67,420Mileage not verified

Market: $47,033 – $70,359

Comparison: 259 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Fayette, AL

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

Fayette, AL

Great DealRobust · 110
$67,920Mileage not verified

Market: $70,593 – $99,814

Comparison: 110 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 31 days listed (based on current market benchmarks)

Fayette, AL

2027 Ford F-150 Tremor

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

2027 Ford F-150 Tremor

Fayette, AL

Fair PriceRobust · 56
$68,975Mileage not verified

Market: $68,150 – $80,141

Comparison: 56 similar vehicles

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

Fayette, AL

2027 Ford F-150 Tremor

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

2027 Ford F-150 Tremor

Fayette, AL

Fair PriceRobust · 56
$69,675Mileage not verified

Market: $68,150 – $80,141

Comparison: 56 similar vehicles

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

Fayette, AL

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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