Measure Engagement Improvements After Cleanup

Before running any unfollow sessions, record your current performance benchmarks in Twitter Analytics (analytics.twitter.com). Navigate to the Overview tab and note:

• 28-day impressions — total times your content was seen
• Engagement rate — engagements ÷ impressions (aim for >1%)
• Profile visits — how many people viewed your profile
• Follower count — your current followers
• Following count — from your X profile page
• Follower ratio — followers ÷ following

Screenshot or record these numbers in a spreadsheet. This is your pre-cleanup baseline.

Open X Unfollow Pro and run a cleanup session targeting non-followers. Use filters to maximize impact:

• Non-followers only — accounts that don't follow you back
• Inactive filter — last tweet more than 90 days ago (these accounts will never engage)
• Low follower count — accounts with under 50 followers are rarely valuable connections

Unfollow in batches over several days rather than all at once. A sudden drop in following count is safer for your account standing when spread over a week. Aim for 50–200 unfollows per day maximum.

Check your follower-to-following ratio daily during your cleanup period. A ratio above 1.0 means you have more followers than you follow — this signals a healthy, in-demand account. As you improve your ratio:

• Your profile looks more credible to new visitors
• Accounts you interact with are more likely to follow back (they see a respectable ratio)
• X's algorithm may reward accounts with higher ratios in search rankings and recommendations

Record your ratio daily during the cleanup period so you can correlate ratio changes with engagement changes in the next step.

After four weeks of cleanup sessions, return to Twitter Analytics and compare your current metrics to the baseline you recorded in Step 1. Key metrics to compare:

• Engagement rate — typically improves as your follower base becomes more relevant
• Profile visits — a better ratio drives more profile visits when you engage with others
• New followers per week — a cleaner ratio can improve organic follow-back rates
• Impressions per post — X's algorithm favors accounts with healthy ratios

In Twitter Analytics, use the 28-day comparison view to directly compare the current period against the same period before cleanup.

With a cleaner, more relevant audience, your content performance data in Twitter Analytics becomes more meaningful. Navigate to the Top Tweets tab to identify:

• Which content types generate the most genuine engagement (replies, quotes, saves)
• Which topics resonate with your actual audience after removing inactive follows
• What time of day your real followers are most active

Use these insights to refine your posting strategy. After cleanup, your analytics data reflects a more authentic audience — making it more reliable as a signal for content decisions.