Track follower growth and content correlation

Track follower growth and identify content-to-audience correlation

Creator or brand accounts analyzing what content drives follower acquisition, to prioritize future content production.

• · Follower count time series (weekly intervals min 4 weeks)
• · Posts from same period with notable engagement
• · Posts that drove follower surges (if known)
• · Analytics dashboard export or manual data collection

• · Net growth per period (daily, weekly, monthly)
• · Growth rate percentage and trend direction
• · Best and worst growth periods identified
• · Compounding rate projections to milestone
• · Content-to-growth correlation analysis
• · Anomaly days and spike attribution

• · BlackTwist analytics (get_follower_growth, get_metric_timeseries, list_posts, get_consistency, get_daily_recap)
• · or manual data collection via analytics screenshot

• · Minimum 4 weeks of follower data at weekly intervals
• · List of posts from same period for correlation
• · Either BlackTwist access or manual data upload capability

• · Requires 2+ data points minimum — will refuse analysis with <2 points
• · Correlation analysis assumes content posting date matches analytics timestamp
• · No causal analysis; correlation only — external factors (viral trends, platform changes) not accounted for

• · Specific metrics required (starting count, ending count, net growth, daily average)
• · Calculation formula shown (new followers / starting followers × 100)
• · Four-dimension analysis framework (net growth per period, rate %, trend, compounding effect)