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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 14, 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

45 listings found

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Selma, AL

UnscoredInsufficient · 0
$4,500174,935 mi

Selma, AL

2013 Ford Taurus SE

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

2013 Ford Taurus SE

Selma, AL

UnscoredInsufficient · 0
$5,000Mileage not verified

Selma, AL

2018 Ford Escape SE

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

2018 Ford Escape SE

Selma, AL

UnscoredInsufficient · 4
$6,500186,479 mi

Comparison: 4 similar vehicles

Selma, AL

2017 Ford Escape SE

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

2017 Ford Escape SE

Selma, AL

Fair PriceRobust · 74
$6,500Mileage not verified

Market: $5,980 – $21,990

Comparison: 74 similar vehicles

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

Selma, AL

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Selma, AL

UnscoredInsufficient · 4
$8,500Mileage not verified

Comparison: 4 similar vehicles

Selma, AL

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Selma, AL

Unscored
$8,500138,328 mi

Comparison: 43 similar vehicles

Selma, AL

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Selma, AL

Unscored
$8,500138,032 mi

Comparison: 47 similar vehicles

Selma, AL

2020 Ford Escape S

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

2020 Ford Escape S

Selma, AL

Unscored
$12,584113,796 mi

Comparison: 9 similar vehicles

Selma, AL

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

Selma, AL

Unscored
$14,18470,967 mi

Comparison: 6 similar vehicles

Selma, AL

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Selma, AL

Fair PriceModerate · 30
$19,984103,953 mi

Market: $13,798 – $23,613

Comparison: 30 similar vehicles

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

Selma, AL

2023 Ford Escape ST-Line Select

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

2023 Ford Escape ST-Line Select

Selma, AL

UnscoredInsufficient · 0
$23,48452,218 mi

Selma, 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

Selma, AL

Fair PriceModerate · 21
$24,68459,966 mi

Market: $24,149 – $26,690

Comparison: 21 similar vehicles

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

Selma, AL

2004 Ford Thunderbird Deluxe

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

2004 Ford Thunderbird Deluxe

Selma, AL

UnscoredInsufficient · 0
$24,68414,256 mi

Selma, AL

2014 Ford F-250 Super Duty Lariat

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

2014 Ford F-250 Super Duty Lariat

Selma, AL

Unscored
$25,484203,649 mi

Comparison: 8 similar vehicles

Selma, AL

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Selma, AL

OverpricedModerate · 38
$25,95041,179 mi

Market: $20,960 – $25,394

Comparison: 38 similar vehicles

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

Selma, AL

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

Selma, AL

Unscored
$26,698153,945 mi

Comparison: 91 similar vehicles

Selma, AL

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Selma, AL

UnscoredInsufficient · 0
$26,9506,265 mi

Selma, AL

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

Selma, AL

Unscored
$27,485156,080 mi

Comparison: 91 similar vehicles

Selma, 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

Selma, AL

Fair PriceRobust · 270
$30,434Mileage not verified

Market: $27,880 – $37,294

Comparison: 270 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Selma, AL

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Selma, AL

Fair PriceLimited · 17
$31,48415,369 mi

Market: $25,960 – $32,925

Comparison: 17 similar vehicles

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

Selma, 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

Selma, AL

Fair PriceRobust · 270
$31,784250 mi

Market: $27,880 – $37,294

Comparison: 270 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Selma, AL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Selma, AL

Fair PriceRobust · 128
$33,0842,000 mi

Market: $27,889 – $42,095

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Selma, AL

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Selma, AL

Fair PriceRobust · 94
$33,3844,000 mi

Market: $28,424 – $35,080

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Selma, 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

Selma, AL

Fair PriceRobust · 270
$34,544Mileage not verified

Market: $27,880 – $37,294

Comparison: 270 similar vehicles

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

Selma, AL

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

Selma, AL

Fair PriceRobust · 212
$34,589Mileage not verified

Market: $31,345 – $39,292

Comparison: 212 similar vehicles

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

Selma, AL

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Selma, AL

Fair PriceLimited · 14
$34,68415,389 mi

Market: $33,777 – $42,117

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Selma, 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

Selma, AL

Fair PriceRobust · 270
$35,434Mileage not verified

Market: $27,880 – $37,294

Comparison: 270 similar vehicles

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

Selma, AL

2026 Ford Bronco Sport Heritage

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

2026 Ford Bronco Sport Heritage

Selma, AL

Fair PriceLimited · 11
$35,8792,000 mi

Market: $33,030 – $37,115

Comparison: 11 similar vehicles

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

Selma, AL

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

Selma, AL

Fair PriceRobust · 212
$36,844Mileage not verified

Market: $31,345 – $39,292

Comparison: 212 similar vehicles

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

Selma, 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

Selma, AL

OverpricedRobust · 270
$37,294Mileage not verified

Market: $27,880 – $35,434

Comparison: 270 similar vehicles

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

Selma, AL

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

Selma, AL

Fair PriceRobust · 86
$39,349Mileage not verified

Market: $34,240 – $42,430

Comparison: 86 similar vehicles

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

Selma, AL

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

Selma, AL

Fair PriceRobust · 86
$40,599Mileage not verified

Market: $34,240 – $42,430

Comparison: 86 similar vehicles

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

Selma, AL

2022 Ford F-150 Lightning Lariat

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

2022 Ford F-150 Lightning Lariat

Selma, AL

UnscoredInsufficient · 0
$42,59839,784 mi

Selma, AL

2019 Ford F-350 Super Duty Lariat

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

2019 Ford F-350 Super Duty Lariat

Selma, AL

Fair PriceModerate · 24
$47,698109,279 mi

Market: $39,598 – $56,937

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Selma, AL

2023 Ford Expedition Platinum

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

2023 Ford Expedition Platinum

Selma, AL

OverpricedModerate · 21
$50,68460,994 mi

Market: $41,091 – $50,415

Comparison: 21 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Selma, AL

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Selma, AL

Fair PriceModerate · 29
$58,084Mileage not verified

Market: $51,578 – $61,945

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Selma, 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

Selma, AL

Fair PriceRobust · 175
$63,254Mileage not verified

Market: $46,216 – $68,479

Comparison: 175 similar vehicles

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

Selma, AL

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

Selma, AL

Fair PriceRobust · 183
$67,3192,000 mi

Market: $55,881 – $81,370

Comparison: 183 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 191 days listed (based on current market benchmarks)

Selma, AL

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

Selma, AL

Fair PriceRobust · 183
$70,629Mileage not verified

Market: $55,881 – $81,370

Comparison: 183 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Selma, AL

2026 Ford F-250 Super Duty Lariat

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

2026 Ford F-250 Super Duty Lariat

Selma, AL

Fair PriceRobust · 69
$78,879Mileage not verified

Market: $61,339 – $93,570

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Selma, AL

2026 Ford F-250 Super Duty King Ranch

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

2026 Ford F-250 Super Duty King Ranch

Selma, AL

UnscoredInsufficient · 0
$80,68435,499 mi

Selma, AL

2027 Ford F-250 Super Duty Lariat

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

2027 Ford F-250 Super Duty Lariat

Selma, AL

Fair PriceRobust · 77
$86,344Mileage not verified

Market: $68,930 – $97,405

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Selma, AL

2027 Ford F-250 Super Duty Lariat

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

2027 Ford F-250 Super Duty Lariat

Selma, AL

Fair PriceRobust · 77
$89,344Mileage not verified

Market: $68,930 – $97,405

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Selma, AL

2026 Ford F-250 Super Duty King Ranch

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

2026 Ford F-250 Super Duty King Ranch

Selma, AL

Fair PriceLimited · 15
$91,449Mileage not verified

Market: $86,605 – $93,433

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Selma, AL

2026 Ford F-350 Super Duty Platinum

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

2026 Ford F-350 Super Duty Platinum

Selma, AL

Fair PriceModerate · 31
$98,584Mileage not verified

Market: $91,080 – $123,185

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Selma, AL

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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