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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 4, 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

285 listings found

2003 Ford Focus SE

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

2003 Ford Focus SE

Provo, UT

UnscoredInsufficient · 0
$2,199213,766 mi

Provo, UT

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Provo, UT

UnscoredInsufficient · 0
$2,999192,270 mi

Provo, UT

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Provo, UT

UnscoredInsufficient · 0
$3,399220,062 mi

Provo, UT

2000 Ford Econoline Wagon XLT

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

2000 Ford Econoline Wagon XLT

Provo, UT

UnscoredInsufficient · 0
$3,490312,917 mi

Provo, UT

2015 Ford Escape SE

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

2015 Ford Escape SE

Provo, UT

Unscored
$3,990165,793 mi

Comparison: 13 similar vehicles

Provo, UT

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

Provo, UT

UnscoredInsufficient · 0
$4,899187,211 mi

Provo, UT

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Provo, UT

UnscoredInsufficient · 0
$4,999167,041 mi

Provo, UT

2014 Ford Focus S

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

2014 Ford Focus S

Provo, UT

UnscoredInsufficient · 0
$5,275162,040 mi

Provo, UT

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Provo, UT

Unscored
$5,449190,852 mi

Comparison: 12 similar vehicles

Provo, UT

2015 Ford Edge Sport

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

2015 Ford Edge Sport

Provo, UT

UnscoredInsufficient · 4
$7,200166,268 mi

Comparison: 4 similar vehicles

Provo, UT

2016 Ford Focus SE

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

2016 Ford Focus SE

Provo, UT

Unscored
$7,32676,990 mi

Comparison: 6 similar vehicles

Provo, UT

2019 Ford Explorer Utility Police Interceptor

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

2019 Ford Explorer Utility Police Interceptor

Provo, UT

UnscoredInsufficient · 0
$7,990136,177 mi

Provo, UT

2014 Ford Fiesta Titanium

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

2014 Ford Fiesta Titanium

Provo, UT

UnscoredInsufficient · 0
$7,99082,051 mi

Provo, UT

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Provo, UT

Unscored
$8,49099,981 mi

Comparison: 5 similar vehicles

Provo, UT

2004 Ford F-250 Super Duty XL

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

2004 Ford F-250 Super Duty XL

Provo, UT

Unscored
$8,490213,379 mi

Comparison: 10 similar vehicles

Provo, UT

2014 Ford Edge Sport

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

2014 Ford Edge Sport

Provo, UT

UnscoredInsufficient · 0
$8,675139,118 mi

Provo, UT

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Provo, UT

Unscored
$8,723125,057 mi

Comparison: 15 similar vehicles

Provo, UT

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Provo, UT

Salvage title
$8,995117,394 mi

Provo, UT

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

Provo, UT

UnscoredInsufficient · 0
$8,999239,393 mi

Provo, UT

2008 Ford F-250 Super Duty XL

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

2008 Ford F-250 Super Duty XL

Provo, UT

Unscored
$8,999127,417 mi

Comparison: 15 similar vehicles

Provo, UT

2007 Ford Expedition Limited

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

2007 Ford Expedition Limited

Provo, UT

UnscoredInsufficient · 0
$8,99998,999 mi

Provo, UT

2018 Ford Escape SE

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

2018 Ford Escape SE

Provo, UT

Fair PriceLimited · 16
$9,70090,820 mi

Market: $5,749 – $13,699

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Provo, UT

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Provo, UT

UnscoredInsufficient · 3
$9,990137,500 mi

Comparison: 3 similar vehicles

Provo, UT

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Provo, UT

UnscoredInsufficient · 4
$9,99093,822 mi

Comparison: 4 similar vehicles

Provo, UT

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Provo, UT

UnscoredInsufficient · 0
$9,999187,316 mi

Provo, UT

2018 Ford Fiesta ST

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

2018 Ford Fiesta ST

Provo, UT

UnscoredInsufficient · 0
$10,99071,835 mi

Provo, UT

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Provo, UT

UnscoredInsufficient · 0
$11,69074,302 mi

Provo, UT

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

Provo, UT

Unscored
$11,900145,593 mi

Comparison: 30 similar vehicles

Provo, UT

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Provo, UT

UnscoredInsufficient · 0
$12,446109,314 mi

Provo, UT

2021 Ford Escape SEL

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

2021 Ford Escape SEL

Provo, UT

UnscoredInsufficient · 0
$12,800103,880 mi

Provo, UT

2022 Ford Escape SE

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

2022 Ford Escape SE

Provo, UT

UnscoredInsufficient · 0
$12,99057,000 mi

Provo, UT

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Provo, UT

UnscoredInsufficient · 0
$13,690145,002 mi

Provo, UT

2018 Ford Escape SE

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

2018 Ford Escape SE

Provo, UT

OverpricedLimited · 16
$13,69985,016 mi

Market: $5,749 – $10,015

Comparison: 16 similar vehicles

Priced ~37% above the typical market range for similar vehicles (based on current market benchmarks)

Provo, UT

2018 Ford Mustang EcoBoost Premium

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

2018 Ford Mustang EcoBoost Premium

Provo, UT

UnscoredInsufficient · 4
$13,999101,000 mi

Comparison: 4 similar vehicles

Provo, UT

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Provo, UT

Fair PriceLimited · 12
$14,39689,538 mi

Market: $11,691 – $16,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Provo, UT

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Provo, UT

Unscored
$14,500147,438 mi

Comparison: 9 similar vehicles

Provo, UT

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

Provo, UT

Unscored
$14,988140,268 mi

Comparison: 16 similar vehicles

Provo, UT

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

Provo, UT

Salvage title
$14,990123,109 mi

Provo, UT

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

Provo, UT

Fair PriceLimited · 16
$14,99095,000 mi

Market: $11,000 – $21,594

Comparison: 16 similar vehicles

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

Provo, UT

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

Provo, UT

Unscored
$14,999259,164 mi

Comparison: 8 similar vehicles

Provo, UT

2008 Ford F-250 Super Duty XL

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

2008 Ford F-250 Super Duty XL

Provo, UT

Unscored
$15,226132,290 mi

Comparison: 9 similar vehicles

Provo, UT

2015 Ford F-350 Super Duty XLT

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

2015 Ford F-350 Super Duty XLT

Provo, UT

Unscored
$15,449262,147 mi

Comparison: 7 similar vehicles

Provo, UT

2015 Ford Focus ST

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

2015 Ford Focus ST

Provo, UT

UnscoredInsufficient · 3
$15,79991,400 mi

Comparison: 3 similar vehicles

Provo, UT

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Provo, UT

Fair PriceLimited · 17
$15,990117,000 mi

Market: $14,490 – $27,299

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Provo, UT

2021 Ford Escape SE

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

2021 Ford Escape SE

Provo, UT

Unscored
$16,40763,039 mi

Comparison: 7 similar vehicles

Provo, UT

1996 Ford F-250

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

1996 Ford F-250

Provo, UT

UnscoredInsufficient · 0
$16,49996,817 mi

Provo, UT

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Provo, UT

UnscoredInsufficient · 0
$16,69986,784 mi

Provo, UT

2022 Ford Escape SE

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

2022 Ford Escape SE

Provo, UT

UnscoredInsufficient · 4
$16,92882,507 mi

Comparison: 4 similar vehicles

Provo, UT

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Provo, UT

Fair PriceLimited · 17
$16,990104,285 mi

Market: $14,490 – $27,299

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Provo, UT

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Provo, UT

UnscoredInsufficient · 3
$17,69090,932 mi

Comparison: 3 similar vehicles

Provo, UT

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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