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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 5, 2026

6.8M+

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

405 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

Gainesville, FL

Unscored
$3,846208,370 mi

Comparison: 14 similar vehicles

Gainesville, FL

2016 Ford Taurus SEL

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

2016 Ford Taurus SEL

Gainesville, FL

Unscored
$3,999154,625 mi

Comparison: 6 similar vehicles

Gainesville, FL

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Gainesville, FL

Unscored
$4,000245,568 mi

Comparison: 5 similar vehicles

Gainesville, FL

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Gainesville, FL

Fair PriceModerate · 36
$4,788Mileage not verified

Market: $3,650 – $13,998

Comparison: 36 similar vehicles

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

Gainesville, FL

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Gainesville, FL

Fair PriceRobust · 98
$4,898Mileage not verified

Market: $2,395 – $14,599

Comparison: 98 similar vehicles

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

Gainesville, FL

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Gainesville, FL

Unscored
$5,250242,434 mi

Comparison: 64 similar vehicles

Gainesville, FL

2019 Ford Fiesta S

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

2019 Ford Fiesta S

Gainesville, FL

UnscoredInsufficient · 3
$6,99588,256 mi

Comparison: 3 similar vehicles

Gainesville, FL

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Gainesville, FL

Fair PriceLimited · 15
$7,50093,653 mi

Market: $1,813 – $8,463

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 295 days listed (based on current market benchmarks)

Gainesville, FL

2012 Ford Focus SE

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

2012 Ford Focus SE

Gainesville, FL

OverpricedModerate · 27
$8,09060,227 mi

Market: $2,995 – $6,900

Comparison: 27 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Gainesville, FL

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Gainesville, FL

OverpricedLimited · 10
$9,900115,535 mi

Market: $2,995 – $8,200

Comparison: 10 similar vehicles

Priced ~21% above the typical market range for similar vehicles (based on current market benchmarks)

Gainesville, FL

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Gainesville, FL

UnscoredInsufficient · 3
$9,995135,326 mi

Comparison: 3 similar vehicles

Gainesville, FL

2014 Ford Edge SE

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

2014 Ford Edge SE

Gainesville, FL

UnscoredInsufficient · 3
$9,99579,714 mi

Comparison: 3 similar vehicles

Gainesville, FL

2003 Ford Explorer Sport Trac XLS

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

2003 Ford Explorer Sport Trac XLS

Gainesville, FL

UnscoredInsufficient · 3
$10,19674,559 mi

Comparison: 3 similar vehicles

Gainesville, FL

2013 Ford F-150

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

2013 Ford F-150

Gainesville, FL

UnscoredInsufficient · 0
$10,900169,345 mi

Gainesville, FL

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Gainesville, FL

UnscoredInsufficient · 4
$10,99081,249 mi

Comparison: 4 similar vehicles

Gainesville, FL

2019 Ford Fusion S

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

2019 Ford Fusion S

Gainesville, FL

Unscored
$10,99597,657 mi

Comparison: 9 similar vehicles

Gainesville, FL

2016 Ford Focus SE

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

2016 Ford Focus SE

Gainesville, FL

Fair PriceRobust · 65
$10,99886,937 mi

Market: $2,795 – $13,795

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Gainesville, FL

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Gainesville, FL

Unscored
$11,299130,956 mi

Comparison: 77 similar vehicles

Gainesville, FL

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Gainesville, FL

Unscored
$11,72986,952 mi

Comparison: 5 similar vehicles

Gainesville, FL

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Gainesville, FL

Unscored
$11,848112,117 mi

Comparison: 5 similar vehicles

Gainesville, FL

2012 Ford F-150 Platinum

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

2012 Ford F-150 Platinum

Gainesville, FL

Unscored
$11,995171,895 mi

Comparison: 11 similar vehicles

Gainesville, FL

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Gainesville, FL

Unscored
$12,19588,845 mi

Comparison: 9 similar vehicles

Gainesville, FL

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Gainesville, FL

Unscored
$12,950152,249 mi

Comparison: 21 similar vehicles

Gainesville, FL

2019 Ford Escape SE

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

2019 Ford Escape SE

Gainesville, FL

Fair PriceModerate · 43
$12,98589,433 mi

Market: $5,498 – $14,695

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Gainesville, FL

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Gainesville, FL

Unscored
$12,995144,435 mi

Comparison: 8 similar vehicles

Gainesville, FL

2019 Ford Mustang EcoBoost Premium

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

2019 Ford Mustang EcoBoost Premium

Gainesville, FL

Fair PriceModerate · 46
$13,29995,415 mi

Market: $12,950 – $22,500

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Gainesville, FL

2018 Ford Escape SE

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

2018 Ford Escape SE

Gainesville, FL

Fair PriceRobust · 86
$13,49587,483 mi

Market: $3,891 – $15,900

Comparison: 86 similar vehicles

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

Gainesville, FL

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Gainesville, FL

Unscored
$13,900106,234 mi

Comparison: 5 similar vehicles

Gainesville, FL

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Gainesville, FL

UnscoredInsufficient · 4
$14,917123,849 mi

Comparison: 4 similar vehicles

Gainesville, FL

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

Gainesville, FL

Unscored
$14,995224,603 mi

Comparison: 15 similar vehicles

Gainesville, FL

2016 Ford Transit Connect XLT

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

2016 Ford Transit Connect XLT

Gainesville, FL

UnscoredInsufficient · 0
$14,99555,638 mi

Gainesville, FL

2016 Ford Escape SE

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

2016 Ford Escape SE

Gainesville, FL

UnscoredInsufficient · 0
$14,99840,452 mi

Gainesville, FL

2018 Ford C-Max Titanium

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

2018 Ford C-Max Titanium

Gainesville, FL

UnscoredInsufficient · 0
$15,19584,227 mi

Gainesville, FL

2013 Ford Expedition King Ranch

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

2013 Ford Expedition King Ranch

Gainesville, FL

UnscoredInsufficient · 0
$15,295134,498 mi

Gainesville, FL

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Gainesville, FL

Fair PriceLimited · 18
$15,99581,171 mi

Market: $8,000 – $19,884

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 237 days listed (based on current market benchmarks)

Gainesville, FL

2015 Ford Fusion Titanium

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

2015 Ford Fusion Titanium

Gainesville, FL

UnscoredInsufficient · 0
$15,99853,959 mi

Gainesville, FL

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Gainesville, FL

UnscoredInsufficient · 3
$16,17776,742 mi

Comparison: 3 similar vehicles

Gainesville, FL

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Gainesville, FL

Unscored
$16,39097,079 mi

Comparison: 5 similar vehicles

Gainesville, FL

2021 Ford Bronco Sport Base

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

2021 Ford Bronco Sport Base

Gainesville, FL

Fair PriceLimited · 15
$16,98567,318 mi

Market: $12,399 – $20,295

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Gainesville, FL

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Gainesville, FL

UnscoredInsufficient · 3
$17,12886,265 mi

Comparison: 3 similar vehicles

Gainesville, FL

2015 Ford Transit XL

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

2015 Ford Transit XL

Gainesville, FL

Fair PriceModerate · 20
$17,290118,325 mi

Market: $7,900 – $20,642

Comparison: 20 similar vehicles

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

Gainesville, FL

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Gainesville, FL

Fair PriceRobust · 165
$17,29598,568 mi

Market: $6,495 – $20,900

Comparison: 165 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Gainesville, FL

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Gainesville, FL

UnscoredInsufficient · 4
$17,49095,455 mi

Comparison: 4 similar vehicles

Gainesville, FL

2024 Ford Escape Active

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

2024 Ford Escape Active

Gainesville, FL

UnscoredInsufficient · 4
$17,58658,786 mi

Comparison: 4 similar vehicles

Gainesville, FL

2025 Ford Escape Active

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

2025 Ford Escape Active

Gainesville, FL

UnscoredInsufficient · 3
$17,82242,593 mi

Comparison: 3 similar vehicles

Gainesville, FL

2019 Ford Escape SE

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

2019 Ford Escape SE

Gainesville, FL

UnscoredInsufficient · 0
$17,99827,309 mi

Gainesville, FL

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Gainesville, FL

OverpricedModerate · 21
$18,49581,844 mi

Market: $7,500 – $15,597

Comparison: 21 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Gainesville, FL

2022 Ford Edge ST-Line

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

2022 Ford Edge ST-Line

Gainesville, FL

UnscoredInsufficient · 0
$18,65060,950 mi

Gainesville, FL

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Gainesville, FL

Unscored
$18,858148,500 mi

Comparison: 69 similar vehicles

Gainesville, FL

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

Gainesville, FL

Fair PriceModerate · 21
$18,92171,866 mi

Market: $9,991 – $22,950

Comparison: 21 similar vehicles

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

Gainesville, FL

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 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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