Inside the KaddieIQ Lab
Every KaddieIQ recommendation rests on a number from somewhere. The Lab is the discipline that decides which numbers are trustworthy enough to use, and what happens to the ones that aren't.
What the Lab actually is
KaddieIQ doesn't manufacture golf balls, run a testing range, or employ a fleet of swing robots. What it has instead is a rule, applied to every figure that goes into a fitting or an article: nothing gets fabricated to fill a gap, and nothing gets treated as fact until it's been checked against something a reader could go and verify themselves.
That's the actual work behind "the Lab." Not a building, but a standing discipline, run against every claim that touches BallFIT's rankings, a Golf Intelligence article, or a Verified Data panel before any of them are allowed to matter.
How a number earns its place
A claim gets logged
A stat, a spec, or a testing result enters the pipeline the moment it turns up, whatever the source.
It's checked against a named source
A retail listing, a press release, or an independent test - something with a URL a reader can open themselves.
Unverified stays unverified
Nothing public backing it up means it goes in the body text as a claim, flagged as one, never wearing the Verified Data badge.
Only checked figures decide anything
BallFIT's rankings and every Verified Data panel draw solely from the numbers that made it through step two.
Where the numbers actually come from
The sources behind a KaddieIQ figure fall into a handful of categories, and every one of them is named where it's used rather than referred to vaguely. Independent testing houses - MyGolfSpy's robot testing, Today's Golfer's own lab work - supply most of the performance data behind ball and equipment comparisons. Manufacturer specifications are checked against a current retail listing before they're trusted, rather than taken at face value from a spec sheet. Governing-body data from the USGA and the R&A covers rules and equipment standards. Published swing-science research, from bodies like the Titleist Performance Institute and independent strokes-gained studies, backs the course-management and fitness-related claims.
Where a genuine independent test doesn't exist yet for something, the honest answer is that KaddieIQ doesn't have a verified figure for it either - and says so, rather than inventing one to fill the gap.
Does KaddieIQ run its own ball testing?
No. KaddieIQ doesn't own a launch monitor bay or a testing robot, and it isn't trying to duplicate work that independent testers already do well. The Lab's job is deciding which of the testing and data that already exists is trustworthy enough to build a recommendation on, and turning that into one clear answer.
What happens when two sources disagree?
It gets said plainly, in the body text, rather than smoothed over. Where independent testing genuinely conflicts, or a manufacturer's own claim hasn't been backed up anywhere public, that gets flagged as unresolved instead of picking a side to sound more certain.
Where can I actually see this in practice?
Every article in Golf Intelligence that carries a Verified Data panel is this process, shown working: a named source, linked directly, next to the figure it backs. BallFIT applies the same standard to the ball database behind every fitting.
Why does an article sometimes call a stat unverified?
Because a manufacturer's own performance claim, on its own, isn't independent backing. It's reported as a claim, in the body text, until an independent test or a public source confirms it. That's the same rule the Verified Data badge itself runs on.
Who decides what counts as a trustworthy source?
The test is whether a reader could go and check it themselves: a retail listing, a press release, an independent test with published methodology, or governing-body data. A source that can't be linked to and opened doesn't clear that bar, whoever it comes from.
No bad data · Named sources only · Checked before it counts
See the discipline in practice
Run a free ball check and read the reasoning behind it, or browse Golf Intelligence for the Verified Data panels this whole process exists to earn.
Start your free check →