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INSIGHTS

Analyze Creator Statistics

Study earnings, revenue mix, PPV activity, fan value, and top spenders for one creator account.

Open Creator Statistics
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Overview

Creator Statistics adds detail to the operational dashboard. It combines earnings, AI-attributed and other revenue, PPV activity, paying-fan metrics, daily trends, and top-spender context for the selected bot.

  • Compare total earnings with AI-attributed and other revenue.
  • Connect PPV sends and unlocks to daily revenue.
  • Identify high-value and repeat buyers in the selected period.

Before you start

  • Select the exact Telegram account you want to analyze in the dashboard top bar.
  • Choose a date range that matches the business question you are answering.
  • Allow real messages, paid sends, and purchases to occur before judging an empty report.

Step by step

  1. Open Creator Statistics and select the creator bot you want to review.
  2. Choose Today, Last 7 days, Last 30 days, or a custom date range before comparing metrics.
  3. Read Total Earnings, Revenue by AI, and Revenue by Others as parts of the same selected period.
  4. Compare the daily earnings chart with PPV activity and message-volume sections to locate changes in performance.
  5. Review Top spending fans and paying-fan metrics to understand who generated the recorded revenue.

How it works

These are the product rules and states that matter for this workflow.

What to knowTelestars behavior
Revenue by AIPurchase revenue attributed to the AI sales path in the selected scope.
Revenue by OthersRecorded purchase revenue not included in Revenue by AI for that same scope.
Top spending fansFans ranked from native purchase data within the selected account and period.
Repeat buyersPaying fans with repeat purchase activity, shown relative to the paying-fan population.

Verify the result

  • Revenue by AI never exceeds Total Earnings for the same scope.
  • The period label remains unchanged while you compare revenue, PPV, and fan sections.
  • Top-spender rows belong to the selected creator bot.

Troubleshooting

If you see thisWhat to check
A report is emptyConfirm the selected bot, date range, and whether qualifying activity occurred during that period.
Two reports show different totalsCheck that both reports use the same bot, dates, metric definition, and attribution scope.
The latest data did not loadUse Retry and keep the last visible report separate from a failed refresh.

Best practice

Keep the bot, dates, and metric definition fixed while investigating a change, then compare one variable at a time.

You’re ready

You now know how to analyze creator statistics

Use the verification checklist above on the real Telegram path before considering the setup complete.

Next: Understand Unlock Rate, LTV, and Golden Ratio

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