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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 13, 2026

7.2M+

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

249 listings found

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Smithfield, NC

Unscored
$3,500187,868 mi

Comparison: 6 similar vehicles

Smithfield, NC

2012 Ford Taurus SEL

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

2012 Ford Taurus SEL

Smithfield, NC

UnscoredInsufficient · 4
$3,900201,045 mi

Comparison: 4 similar vehicles

Smithfield, NC

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Smithfield, NC

Unscored
$4,100194,255 mi

Comparison: 23 similar vehicles

Smithfield, NC

2012 Ford Focus SE

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

2012 Ford Focus SE

Smithfield, NC

UnscoredInsufficient · 4
$4,200179,522 mi

Comparison: 4 similar vehicles

Smithfield, NC

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Smithfield, NC

Unscored
$4,500219,810 mi

Comparison: 49 similar vehicles

Smithfield, NC

2016 Ford Fiesta S

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

2016 Ford Fiesta S

Smithfield, NC

UnscoredInsufficient · 4
$4,995199,250 mi

Comparison: 4 similar vehicles

Smithfield, NC

2013 Ford Taurus SE

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

2013 Ford Taurus SE

Smithfield, NC

Salvage title
$5,000155,576 mi

Smithfield, NC

2010 Ford Expedition Eddie Bauer

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

2010 Ford Expedition Eddie Bauer

Smithfield, NC

UnscoredInsufficient · 4
$5,400269,264 mi

Comparison: 4 similar vehicles

Smithfield, NC

2017 Ford Explorer Base

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

2017 Ford Explorer Base

Smithfield, NC

UnscoredInsufficient · 3
$5,900202,133 mi

Comparison: 3 similar vehicles

Smithfield, NC

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Smithfield, NC

Unscored
$5,900149,363 mi

Comparison: 5 similar vehicles

Smithfield, NC

2015 Ford Fusion Titanium

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

2015 Ford Fusion Titanium

Smithfield, NC

Unscored
$5,900143,945 mi

Comparison: 11 similar vehicles

Smithfield, NC

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Smithfield, NC

Unscored
$5,995175,347 mi

Comparison: 16 similar vehicles

Smithfield, NC

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Smithfield, NC

UnscoredInsufficient · 4
$6,198133,797 mi

Comparison: 4 similar vehicles

Smithfield, NC

2014 Ford Fusion SE Hybrid

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

2014 Ford Fusion SE Hybrid

Smithfield, NC

Unscored
$6,500147,851 mi

Comparison: 6 similar vehicles

Smithfield, NC

2016 Ford Escape SE

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

2016 Ford Escape SE

Smithfield, NC

Unscored
$6,800147,036 mi

Comparison: 82 similar vehicles

Smithfield, NC

2018 Ford Fiesta S

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

2018 Ford Fiesta S

Smithfield, NC

UnscoredInsufficient · 4
$6,995104,000 mi

Comparison: 4 similar vehicles

Smithfield, NC

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

Smithfield, NC

Unscored
$6,995194,570 mi

Comparison: 14 similar vehicles

Smithfield, NC

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Smithfield, NC

Fair PriceLimited · 14
$7,00064,093 mi

Market: $5,499 – $8,900

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Smithfield, NC

2014 Ford Expedition XLT

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

2014 Ford Expedition XLT

Smithfield, NC

Unscored
$7,500205,374 mi

Comparison: 8 similar vehicles

Smithfield, NC

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

Smithfield, NC

Unscored
$7,650251,125 mi

Comparison: 12 similar vehicles

Smithfield, NC

2017 Ford Explorer Platinum

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

2017 Ford Explorer Platinum

Smithfield, NC

Unscored
$7,689217,668 mi

Comparison: 11 similar vehicles

Smithfield, NC

2017 Ford Explorer Utility Police Interceptor

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

2017 Ford Explorer Utility Police Interceptor

Smithfield, NC

Unscored
$7,698Mileage not verified

Comparison: 7 similar vehicles

Smithfield, NC

2014 Ford Edge SE

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

2014 Ford Edge SE

Smithfield, NC

Unscored
$7,750143,011 mi

Comparison: 7 similar vehicles

Smithfield, NC

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Smithfield, NC

Unscored
$7,900224,028 mi

Comparison: 11 similar vehicles

Smithfield, NC

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Smithfield, NC

Unscored
$7,900186,491 mi

Comparison: 6 similar vehicles

Smithfield, NC

2014 Ford Focus ST

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

2014 Ford Focus ST

Smithfield, NC

Salvage title
$8,000103,450 mi

Smithfield, NC

2009 Ford F-150 Lariat

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

2009 Ford F-150 Lariat

Smithfield, NC

Unscored
$8,950181,198 mi

Comparison: 5 similar vehicles

Smithfield, NC

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Smithfield, NC

Fair PriceLimited · 13
$8,99572,242 mi

Market: $5,290 – $10,787

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 234 days listed (based on current market benchmarks)

Smithfield, NC

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Smithfield, NC

Fair PriceLimited · 13
$8,99569,436 mi

Market: $5,290 – $10,787

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 253 days listed (based on current market benchmarks)

Smithfield, NC

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

Smithfield, NC

UnscoredInsufficient · 3
$9,149169,192 mi

Comparison: 3 similar vehicles

Smithfield, NC

2011 Ford F-150 STX

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

2011 Ford F-150 STX

Smithfield, NC

UnscoredInsufficient · 0
$9,900175,118 mi

Smithfield, NC

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Smithfield, NC

UnscoredInsufficient · 4
$9,995Mileage not verified

Comparison: 4 similar vehicles

Smithfield, NC

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Smithfield, NC

Fair PriceLimited · 10
$9,995117,975 mi

Market: $2,999 – $12,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 724 days listed (based on current market benchmarks)

Smithfield, NC

2015 Ford Escape SE

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

2015 Ford Escape SE

Smithfield, NC

OverpricedLimited · 10
$10,00097,494 mi

Market: $2,000 – $9,999

Comparison: 10 similar vehicles

Smithfield, NC

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

Smithfield, NC

UnscoredInsufficient · 0
$10,69957,726 mi

Smithfield, NC

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Smithfield, NC

Unscored
$10,995157,653 mi

Comparison: 25 similar vehicles

Smithfield, NC

2014 Ford Focus SE

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

2014 Ford Focus SE

Smithfield, NC

UnscoredInsufficient · 0
$10,99522,250 mi

Smithfield, NC

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Smithfield, NC

Fair PriceModerate · 31
$11,500113,322 mi

Market: $7,999 – $16,544

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Smithfield, NC

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Smithfield, NC

Unscored
$11,50093,917 mi

Comparison: 7 similar vehicles

Smithfield, NC

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Smithfield, NC

Unscored
$11,999114,858 mi

Comparison: 9 similar vehicles

Smithfield, NC

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Smithfield, NC

UnscoredInsufficient · 3
$12,000104,979 mi

Comparison: 3 similar vehicles

Smithfield, NC

2008 Ford F-250 Super Duty Lariat

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

2008 Ford F-250 Super Duty Lariat

Smithfield, NC

Unscored
$13,499127,753 mi

Comparison: 18 similar vehicles

Smithfield, NC

2020 Ford Transit Van Base

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

2020 Ford Transit Van Base

Smithfield, NC

Unscored
$13,639202,314 mi

Comparison: 13 similar vehicles

Smithfield, NC

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Smithfield, NC

OverpricedLimited · 15
$14,12785,055 mi

Market: $9,499 – $14,107

Comparison: 15 similar vehicles

Smithfield, NC

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Smithfield, NC

Unscored
$14,900159,617 mi

Comparison: 10 similar vehicles

Smithfield, NC

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Smithfield, NC

Unscored
$15,000101,620 mi

Comparison: 9 similar vehicles

Smithfield, NC

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

Smithfield, NC

Unscored
$15,900186,004 mi

Comparison: 14 similar vehicles

Smithfield, NC

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Smithfield, NC

Unscored
$15,995226,692 mi

Comparison: 139 similar vehicles

Smithfield, NC

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Smithfield, NC

Unscored
$16,999133,488 mi

Comparison: 72 similar vehicles

Smithfield, NC

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Smithfield, NC

UnscoredInsufficient · 4
$18,00092,545 mi

Comparison: 4 similar vehicles

Smithfield, NC

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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