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Methodology

What SwingVantage measures, estimates, and does not measure

SwingVantage is built to be useful and honest. Every result is labeled with what it is based on and how confident it is, so you always know whether you are looking at a measurement or an estimate. Here is exactly how that works.

What every result carries

Before the detail below, here is the four-part contract every SwingVantage result keeps.

  • Basis

    Tagged measured, imported, or estimated — never shown as more certain than it is.

  • Confidence

    High, Moderate, Low, or Insufficient, driven by how much real data backs the result — not by how the AI phrases it.

  • Provenance

    Traceable back to what fed it: your answers, your video, or the data you imported.

  • Coach check

    Built to make your next lesson sharper, never to replace the coach who gives it.

What SwingVantage analyzes

SwingVantage builds each result from the information you choose to provide:

  • Manual answers — quick questions about your sport, miss, and experience.
  • Imported data — launch-monitor or CSV data (e.g. FlightScope, TrackMan, Garmin) when you import it.
  • Video — Motion Lab reads your body movement from a clip on your device and estimates angles and timing.
  • Session history — patterns across the sessions you have logged.
  • Profile & equipment — your level, goals, and gear when you add them.

What SwingVantage estimates

When you have not provided measured data, SwingVantage gives its best estimate from your answers and well-established coaching patterns. Estimates are genuinely useful for picking one thing to work on first — but they are starting points, not measurements, and SwingVantage marks them clearly.

What SwingVantage does not measure

Unless a result is explicitly labeled as measured, SwingVantage does not:

  • Measure exact joint angles from your video. Motion Lab estimates angles from a single camera, and labels them as estimates.
  • Produce certified club-fitting or medical conclusions.
  • Diagnose injuries or replace a physical therapist or doctor.
  • Guarantee a specific score, distance, or performance improvement.

If a feature ever does measure your swing with validated video-processing or sensor logic, that result will say so plainly.

How confidence works

Every generated result carries a confidence level so you never see false precision:

  • High — multiple data points support the result.
  • Moderate — based on limited data; retest to confirm.
  • Low — sparse data, such as self-reported answers alone; a starting point, not a diagnosis.
  • Insufficient — not enough data to make a reliable recommendation.

Confidence rises as you add measured data, log more sessions, improve your input quality, and complete a retest.

How input quality affects your result

Better input means a more trustworthy result. A clear camera angle, complete profile, imported launch-monitor data, and a couple of logged sessions all raise both the usefulness and the confidence of what SwingVantage gives you. Thin or unclear input keeps a result at the estimate level.

Why a qualified coach should validate

SwingVantage is an improvement assistant, not an authority. It is best used to prioritize practice and track change over time, then bring sharper questions to a qualified coach, club fitter, or trainer. For pain, injury, or safety-critical decisions, consult a licensed professional.

How your data is stored

Without an account, your data stays on your device. When you sign in, your profiles, sessions, progress and your most recent swing analyses are saved to your own private account and follow you across devices. Video files do not upload unless you choose to share one for model training. Some optional features may need to send selected inputs for processing, and SwingVantage tells you when that happens. You own your data: you can export it, back it up, anddelete it at any time from the Data Center in your account. Our privacy policy sets out exactly what is stored and what leaves your device.

How retesting works

Improvement is shown conservatively. After you set a baseline and practice, SwingVantage prompts a retest (typically after 7 days) and compares results honestly — improved, some progress, no clear change yet, regressed, or inconclusive when the clips can’t be compared fairly. It will not claim progress it cannot support.

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Frequently asked questions

Does SwingVantage measure my swing from the video pixels?

Motion Lab reads your body position from video on your device and estimates angles such as turn, separation and balance. Those reads are single-camera estimates, not measurements, and they are labeled that way. Only data from a launch monitor or sensor you import is treated as measured.

What is the difference between "measured" and "estimated"?

Measured means a device, such as a launch monitor or sensor, or a verified multi-camera setup captured the value directly; values you import keep that device's measurement. Estimated means SwingVantage calculated it from your video. Inferred means it was interpreted from a pattern in limited signals, and self-reported means you told SwingVantage. Every result carries one of these labels so you know which one you are looking at.

How does SwingVantage decide a confidence level?

Confidence is based on how much real data backs a result. Self-reported answers alone give low confidence. Imported launch-monitor data, a clearer video, more sessions and a clear retest raise it, and the confidence level is shown next to the result so a number never looks more certain than its evidence.

How does SwingVantage fit with coaching?

SwingVantage makes every rep count — it prioritizes your practice and tracks your change over time, so you arrive at any lesson already ahead and asking sharper questions. It works hand-in-hand with a qualified coach, club fitter, trainer, or physical therapist for injury concerns and advanced technique work.

Where is my data stored?

Without an account, your data stays on your device. When you sign in, your profile, sessions, progress and your most recent swing analyses are saved to your own private account and follow you across devices; video files do not upload unless you choose to share one for model training. Some optional features send selected inputs for processing, and SwingVantage tells you when that is the case. You can export or delete your data at any time; deleted data rolls off our backups within about 30 days.

Your swing, decoded — coaching in your pocket. SwingVantage reads your swing and gives you the one fix that matters most, with data-backed guidance you can use today. Its findings are estimates that get sharper with every swing you add. For injury concerns or advanced technique, pair it with a coach — you'll show up to those sessions already ahead.