Glossary

Progress Visualization

Updated April 2, 2026

Progress Visualization turns logs into trend views that make decisions easier. A good chart does not just show more data. It reduces overreaction by separating noise, reliability, and action timing so one bad day does not hijack the plan.

Key charts

ChartWhat it showsDecision
Weight trend lineSmoothed progress vs targetAdjust calories if off‑track for 2+ weeks
Intake vs targetCalories and macrosFix protein first, then carbs and fat
Output and recoverySteps, training, sleepShift carbs and sessions to match readiness

Dashboard sections

SectionUse
Reliability bandflag days with incomplete logging
Trend windowshow 7, 14, 30 day movement
Action statussurface current recommendation state

What a useful dashboard must answer

QuestionVisual answer it should provide
Is progress actually off tracktrend line against target band, not scale noise
Is the data trustworthylogging coverage and confidence state
Which lever matters nextprotein, calories, steps, or recovery highlighted
Is this a one-day event or a patternmulti-window comparison instead of raw daily points

Noisy metric handling

MetricMinimum window
Body weight14 day average
Calorie adherence7 day coverage minimum
Sleep and recovery markersmultiple nights before major move

Privacy note

ItemRecommendation
Internal sharingremove identifying context before screenshots
Dashboard exportuse summary windows, not raw notes
Data handlingkeep trend exports for personal use only

The rule is simple: if a visualization makes you more reactive instead of more accurate, it is showing the wrong layer of data first.

Related

Trend Analysis

Trend analysis smooths noisy data so changes are based on patterns, not single days

Adaptive Learning

Adaptive Learning updates recommendations as new behavior, recovery, and outcome data arrive

Macronutrient Profile

A macronutrient profile shows how your daily calories split across the three macronutrients, protein, carbs, and fat