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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

121 listings found

2015 Ford Transit Connect XL

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

2015 Ford Transit Connect XL

Rolla, MO

Unscored
$6,900214,147 mi

Comparison: 5 similar vehicles

Rolla, MO

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Rolla, MO

Unscored
$8,595163,873 mi

Comparison: 25 similar vehicles

Rolla, MO

2018 Ford Escape SE

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

2018 Ford Escape SE

Rolla, MO

Unscored
$8,999160,509 mi

Comparison: 107 similar vehicles

Rolla, MO

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Rolla, MO

Unscored
$8,999129,047 mi

Comparison: 43 similar vehicles

Rolla, MO

2017 Ford Transit Van Base

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

2017 Ford Transit Van Base

Rolla, MO

Unscored
$9,800171,766 mi

Comparison: 33 similar vehicles

Rolla, MO

2014 Ford Escape SE

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

2014 Ford Escape SE

Rolla, MO

Fair PriceRobust · 62
$9,999100,127 mi

Market: $3,950 – $12,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Rolla, MO

2015 Ford C-Max Energi SEL

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

2015 Ford C-Max Energi SEL

Rolla, MO

UnscoredInsufficient · 0
$10,90094,459 mi

Rolla, MO

2019 Ford Fusion SEL

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

2019 Ford Fusion SEL

Rolla, MO

Fair PriceLimited · 10
$11,999108,538 mi

Market: $8,985 – $14,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Rolla, MO

2011 Ford F-450 Super Duty Chassis Cab XLT

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

2011 Ford F-450 Super Duty Chassis Cab XLT

Rolla, MO

UnscoredInsufficient · 0
$12,500215,283 mi

Rolla, MO

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Rolla, MO

UnscoredInsufficient · 0
$12,999151,612 mi

Rolla, MO

2016 Ford Transit Base

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

2016 Ford Transit Base

Rolla, MO

Unscored
$13,900191,000 mi

Comparison: 15 similar vehicles

Rolla, MO

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

Rolla, MO

Unscored
$13,999198,608 mi

Comparison: 41 similar vehicles

Rolla, MO

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Rolla, MO

Fair PriceRobust · 72
$14,90069,115 mi

Market: $2,500 – $15,240

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Rolla, MO

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

Rolla, MO

UnscoredInsufficient · 0
$14,99945,554 mi

Rolla, MO

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

Rolla, MO

Unscored
$15,04976,189 mi

Comparison: 9 similar vehicles

Rolla, MO

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Rolla, MO

Fair PriceRobust · 60
$15,09961,316 mi

Market: $5,750 – $16,044

Comparison: 60 similar vehicles

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

Rolla, MO

2018 Ford Transit Van Base

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

2018 Ford Transit Van Base

Rolla, MO

Unscored
$15,900191,000 mi

Comparison: 21 similar vehicles

Rolla, MO

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Rolla, MO

Fair PriceModerate · 48
$15,90086,769 mi

Market: $5,295 – $19,120

Comparison: 48 similar vehicles

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

Rolla, MO

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Rolla, MO

Fair PriceModerate · 41
$15,99983,060 mi

Market: $8,995 – $18,800

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 835 days listed (based on current market benchmarks)

Rolla, MO

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Rolla, MO

UnscoredInsufficient · 4
$18,999177,454 mi

Comparison: 4 similar vehicles

Rolla, MO

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Rolla, MO

Fair PriceRobust · 68
$19,500108,482 mi

Market: $10,995 – $20,125

Comparison: 68 similar vehicles

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

Rolla, MO

2024 Ford Escape Active

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

2024 Ford Escape Active

Rolla, MO

UnscoredInsufficient · 4
$20,46053,724 mi

Comparison: 4 similar vehicles

Rolla, MO

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Rolla, MO

Fair PriceModerate · 37
$20,48858,918 mi

Market: $17,990 – $25,000

Comparison: 37 similar vehicles

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

Rolla, MO

2020 Ford Explorer Platinum

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

2020 Ford Explorer Platinum

Rolla, MO

Unscored
$20,999157,791 mi

Comparison: 49 similar vehicles

Rolla, MO

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Rolla, MO

UnscoredInsufficient · 3
$21,69654,719 mi

Comparison: 3 similar vehicles

Rolla, MO

2016 Ford F-250 Super Duty XLT

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

2016 Ford F-250 Super Duty XLT

Rolla, MO

Unscored
$21,900148,904 mi

Comparison: 42 similar vehicles

Rolla, MO

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Rolla, MO

Fair PriceModerate · 20
$21,99951,018 mi

Market: $19,976 – $22,900

Comparison: 20 similar vehicles

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

Rolla, MO

2022 Ford Ranger XLT

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

2022 Ford Ranger XLT

Rolla, MO

Unscored
$22,500147,500 mi

Comparison: 14 similar vehicles

Rolla, MO

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Rolla, MO

Fair PriceRobust · 152
$23,90098,948 mi

Market: $17,149 – $28,540

Comparison: 152 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Rolla, MO

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Rolla, MO

Fair PriceModerate · 28
$24,99976,355 mi

Market: $15,025 – $29,995

Comparison: 28 similar vehicles

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

Rolla, MO

2008 Ford Econoline

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

2008 Ford Econoline

Rolla, MO

UnscoredInsufficient · 0
$25,59973,020 mi

Rolla, MO

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

Rolla, MO

Fair PriceRobust · 102
$25,90086,326 mi

Market: $6,500 – $30,995

Comparison: 102 similar vehicles

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

Rolla, MO

2024 Ford Escape Active

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

2024 Ford Escape Active

Rolla, MO

Fair PriceModerate · 29
$26,5097,760 mi

Market: $21,000 – $26,594

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 807 days listed (based on current market benchmarks)

Rolla, MO

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Rolla, MO

Fair PriceRobust · 132
$28,88865,786 mi

Market: $10,900 – $34,995

Comparison: 132 similar vehicles

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

Rolla, MO

2020 Ford F-350 Super Duty Chassis Cab XL

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

2020 Ford F-350 Super Duty Chassis Cab XL

Rolla, MO

Unscored
$28,90094,625 mi

Comparison: 8 similar vehicles

Rolla, MO

2016 Ford F-350 Super Duty Lariat

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

2016 Ford F-350 Super Duty Lariat

Rolla, MO

Unscored
$29,500171,749 mi

Comparison: 23 similar vehicles

Rolla, MO

2016 Ford F-250 Super Duty Lariat

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

2016 Ford F-250 Super Duty Lariat

Rolla, MO

Unscored
$29,995169,000 mi

Comparison: 30 similar vehicles

Rolla, MO

2018 Ford F-350 Super Duty Chassis Cab XL

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

2018 Ford F-350 Super Duty Chassis Cab XL

Rolla, MO

Unscored
$30,599249,545 mi

Comparison: 8 similar vehicles

Rolla, MO

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

Rolla, MO

Fair PriceModerate · 49
$31,727Mileage not verified

Market: $30,279 – $35,694

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Rolla, MO

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

Rolla, MO

Fair PriceModerate · 49
$32,863Mileage not verified

Market: $30,279 – $35,694

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Rolla, MO

2021 Ford Bronco 4-Door Big Bend

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

2021 Ford Bronco 4-Door Big Bend

Rolla, MO

UnscoredInsufficient · 0
$32,98527,707 mi

Rolla, MO

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

Rolla, MO

Fair PriceModerate · 33
$33,243Mileage not verified

Market: $33,708 – $39,684

Comparison: 33 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 42 days listed (based on current market benchmarks)

Rolla, MO

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

Rolla, MO

Fair PriceModerate · 33
$33,708Mileage not verified

Market: $33,243 – $39,684

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Rolla, MO

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

Rolla, MO

Unscored
$33,797Mileage not verified

Comparison: 9 similar vehicles

Rolla, MO

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

Rolla, MO

Fair PriceModerate · 33
$33,832Mileage not verified

Market: $33,243 – $39,684

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Rolla, MO

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

Rolla, MO

Fair PriceModerate · 33
$33,832Mileage not verified

Market: $33,243 – $39,684

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Rolla, MO

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Rolla, MO

Fair PriceRobust · 94
$34,13464,976 mi

Market: $21,300 – $64,739

Comparison: 94 similar vehicles

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

Rolla, MO

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Rolla, MO

Fair PriceRobust · 94
$34,29764,364 mi

Market: $21,300 – $64,739

Comparison: 94 similar vehicles

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

Rolla, MO

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

Rolla, MO

Fair PriceModerate · 49
$34,444Mileage not verified

Market: $30,279 – $35,694

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Rolla, MO

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

Rolla, MO

Fair PriceModerate · 49
$34,533Mileage not verified

Market: $30,279 – $35,694

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Rolla, MO

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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