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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

309 listings found

2011 Ford Edge Limited

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

2011 Ford Edge Limited

North Little Rock, AR

UnscoredLimited · 7
$3,850217,502 mi

Comparison: 7 similar vehicles

North Little Rock, AR

1997 Ford F

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

1997 Ford F

North Little Rock, AR

UnscoredInsufficient · 0
$4,900279,118 mi

North Little Rock, AR

2004 Ford Econoline

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

2004 Ford Econoline

North Little Rock, AR

UnscoredInsufficient · 0
$4,995224,000 mi

North Little Rock, AR

2013 Ford Fusion SE

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

2013 Ford Fusion SE

North Little Rock, AR

UnscoredLimited · 8
$5,000192,302 mi

Comparison: 8 similar vehicles

North Little Rock, AR

2011 Ford Fusion SE

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

2011 Ford Fusion SE

North Little Rock, AR

UnscoredLimited · 6
$5,500216,415 mi

Comparison: 6 similar vehicles

North Little Rock, AR

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

North Little Rock, AR

UnscoredInsufficient · 0
$5,500144,268 mi

North Little Rock, AR

2017 Ford Fusion SE

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

2017 Ford Fusion SE

North Little Rock, AR

UnscoredInsufficient · 4
$5,750102,588 mi

Comparison: 4 similar vehicles

North Little Rock, AR

2011 Ford Taurus SHO

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

2011 Ford Taurus SHO

North Little Rock, AR

UnscoredInsufficient · 0
$5,999189,653 mi

North Little Rock, AR

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

North Little Rock, AR

UnscoredInsufficient · 0
$6,500171,884 mi

North Little Rock, AR

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

North Little Rock, AR

Salvage title
$6,900116,625 mi

North Little Rock, AR

2016 Ford F-150 Platinum

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

2016 Ford F-150 Platinum

North Little Rock, AR

UnscoredLimited · 9
$6,995328,302 mi

Comparison: 9 similar vehicles

North Little Rock, AR

2008 Ford F-350 Super Duty Chassis Cab XLT

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

2008 Ford F-350 Super Duty Chassis Cab XLT

North Little Rock, AR

UnscoredInsufficient · 0
$8,500236,820 mi

North Little Rock, AR

2009 Ford F-150 XL

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

2009 Ford F-150 XL

North Little Rock, AR

UnscoredInsufficient · 4
$8,995162,638 mi

Comparison: 4 similar vehicles

North Little Rock, AR

2008 Ford Edge Limited

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

2008 Ford Edge Limited

North Little Rock, AR

UnscoredInsufficient · 0
$8,995151,755 mi

North Little Rock, AR

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

North Little Rock, AR

UnscoredInsufficient · 4
$9,000116,778 mi

Comparison: 4 similar vehicles

North Little Rock, AR

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

North Little Rock, AR

UnscoredModerate · 20
$9,900147,488 mi

Comparison: 20 similar vehicles

North Little Rock, AR

2019 Ford Explorer Limited

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

2019 Ford Explorer Limited

North Little Rock, AR

UnscoredLimited · 18
$12,400135,753 mi

Comparison: 18 similar vehicles

North Little Rock, AR

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

North Little Rock, AR

Great DealLimited · 19
$13,50098,908 mi

Market: $16,995 – $19,207

Comparison: 19 similar vehicles

Competitively priced ~21% below the typical range compared to similar vehicles · 5 days listed (based on current market benchmarks)

North Little Rock, AR

2017 Ford E-Series Cutaway Base

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

2017 Ford E-Series Cutaway Base

North Little Rock, AR

UnscoredInsufficient · 3
$13,995106,453 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

North Little Rock, AR

OverpricedLimited · 16
$14,29061,840 mi

Market: $7,988 – $12,540

Comparison: 16 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

North Little Rock, AR

2022 Ford Escape SE

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

2022 Ford Escape SE

North Little Rock, AR

Fair PriceModerate · 24
$14,45098,889 mi

Market: $14,276 – $16,424

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

North Little Rock, AR

2013 Ford F-150 Platinum

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

2013 Ford F-150 Platinum

North Little Rock, AR

UnscoredLimited · 11
$14,530160,326 mi

Comparison: 11 similar vehicles

North Little Rock, AR

2020 Ford Edge SEL

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

2020 Ford Edge SEL

North Little Rock, AR

UnscoredInsufficient · 3
$14,88098,940 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2021 Ford Escape SEL

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

2021 Ford Escape SEL

North Little Rock, AR

UnscoredInsufficient · 0
$15,26580,891 mi

North Little Rock, AR

2021 Ford Edge Titanium

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

2021 Ford Edge Titanium

North Little Rock, AR

UnscoredInsufficient · 0
$15,62989,227 mi

North Little Rock, AR

2018 Ford Taurus SEL

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

2018 Ford Taurus SEL

North Little Rock, AR

UnscoredInsufficient · 0
$16,59059,618 mi

North Little Rock, AR

2017 Ford Mustang V6

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

2017 Ford Mustang V6

North Little Rock, AR

UnscoredInsufficient · 4
$17,00097,541 mi

Comparison: 4 similar vehicles

North Little Rock, AR

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

North Little Rock, AR

UnscoredLimited · 8
$17,000145,863 mi

Comparison: 8 similar vehicles

North Little Rock, AR

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

North Little Rock, AR

UnscoredModerate · 31
$17,500123,072 mi

Comparison: 31 similar vehicles

North Little Rock, AR

2012 Ford F-150 King Ranch

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

2012 Ford F-150 King Ranch

North Little Rock, AR

UnscoredInsufficient · 0
$17,500133,525 mi

North Little Rock, AR

2021 Ford Ranger XLT

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

2021 Ford Ranger XLT

North Little Rock, AR

Fair PriceLimited · 10
$18,712101,148 mi

Market: $16,979 – $20,930

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

North Little Rock, AR

2020 Ford Ranger Lariat

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

2020 Ford Ranger Lariat

North Little Rock, AR

Great DealLimited · 12
$18,883118,125 mi

Market: $24,544 – $24,698

Comparison: 12 similar vehicles

Competitively priced ~23% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

North Little Rock, AR

2020 Ford Explorer ST

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

2020 Ford Explorer ST

North Little Rock, AR

UnscoredModerate · 21
$18,931163,362 mi

Comparison: 21 similar vehicles

North Little Rock, AR

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

North Little Rock, AR

UnscoredInsufficient · 3
$19,97798,903 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2024 Ford Escape Active

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

2024 Ford Escape Active

North Little Rock, AR

UnscoredLimited · 5
$19,99040,143 mi

Comparison: 5 similar vehicles

North Little Rock, AR

2024 Ford Edge SEL

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

2024 Ford Edge SEL

North Little Rock, AR

UnscoredModerate · 22
$20,37866,612 mi

Comparison: 22 similar vehicles

North Little Rock, AR

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

North Little Rock, AR

UnscoredLimited · 19
$20,500170,014 mi

Comparison: 19 similar vehicles

North Little Rock, AR

2022 Ford Mustang EcoBoost Premium

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

2022 Ford Mustang EcoBoost Premium

North Little Rock, AR

UnscoredInsufficient · 0
$20,99074,692 mi

North Little Rock, AR

2019 Ford F-150 XL

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

2019 Ford F-150 XL

North Little Rock, AR

Fair PriceLimited · 13
$21,941110,746 mi

Market: $17,433 – $26,127

Comparison: 13 similar vehicles

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

North Little Rock, AR

2023 Ford Escape Active

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

2023 Ford Escape Active

North Little Rock, AR

Fair PriceLimited · 12
$22,39720,194 mi

Market: $21,630 – $25,900

Comparison: 12 similar vehicles

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

North Little Rock, AR

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

North Little Rock, AR

UnscoredInsufficient · 3
$22,84736,685 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2023 Ford Maverick XLT

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

2023 Ford Maverick XLT

North Little Rock, AR

Fair PriceLimited · 12
$22,90080,702 mi

Market: $19,977 – $24,795

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

North Little Rock, AR

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

North Little Rock, AR

UnscoredInsufficient · 0
$23,90025,917 mi

North Little Rock, AR

2022 Ford Maverick Lariat

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

2022 Ford Maverick Lariat

North Little Rock, AR

UnscoredInsufficient · 4
$23,93394,070 mi

Comparison: 4 similar vehicles

North Little Rock, AR

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

North Little Rock, AR

Fair PriceRobust · 83
$24,36043,338 mi

Market: $24,057 – $30,124

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

North Little Rock, AR

2020 Ford Ranger Lariat

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

2020 Ford Ranger Lariat

North Little Rock, AR

OverpricedLimited · 11
$24,54487,985 mi

Market: $18,883 – $19,012

Comparison: 11 similar vehicles

Priced ~29% above the typical market range for similar vehicles (based on current market benchmarks)

North Little Rock, AR

2026 Ford Maverick XL

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

2026 Ford Maverick XL

North Little Rock, AR

Fair PriceModerate · 30
$27,359Mileage not verified

Market: $27,359 – $34,305

Comparison: 30 similar vehicles

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

North Little Rock, AR

2026 Ford Maverick XL

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

2026 Ford Maverick XL

North Little Rock, AR

Fair PriceModerate · 30
$27,359Mileage not verified

Market: $27,359 – $34,305

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

North Little Rock, AR

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

North Little Rock, AR

Fair PriceRobust · 279
$27,6964,000 mi

Market: $27,118 – $39,420

Comparison: 279 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 220 days listed (based on current market benchmarks)

North Little Rock, AR

2020 Ford F-150 Lariat

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

2020 Ford F-150 Lariat

North Little Rock, AR

Fair PriceModerate · 24
$27,78582,710 mi

Market: $24,995 – $35,732

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

North Little Rock, AR

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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