Telegram Channel Analytics to Boost Mass DM Conversions [2025]

Primary keyword: telegram channel analytics
Telegram channel analytics aren’t just vanity stats. Read correctly, they surface high-intent user segments you can reach 1:1 with Telegram Mass DM to lift reply and conversion rates. In this guide, we’ll turn signals like engagement rate, recency, and growth into actionable cohorts—then show how to deploy them in Mass DM with a soft test price of $35 per 1K.
Why analytics → Mass DM is the winning loop
- Zero wasted reach: You message only the slices that behave like buyers.
- Proof-driven personalization: Copy mirrors what the cohort already engages with.
- Fast feedback: Cohort-level reply rate tells you if the angle resonates—then you scale or pivot.

Core metrics to track (and how to act on them)
1) Engagement rate (ER)
Start with views per post ÷ subscribers. Above-median ER signals an audience that still notices the channel. Build a “hot window” cohort from users active in the last 14–30 days.
2) Recency & frequency
Users who viewed 2–3 of the last 5 posts are prime for a quick, respectful DM referencing the latest topic.
3) Amplifiers (forwards, replies)
Forwarders/repliers are your micro-advocates. Offer them value they’ll happily pass along (invite, discount, resource).
4) Premium & profile completeness
Telegram Premium and complete profiles correlate with higher reply credibility. Use as a priority filter, not an exclusion.
5) Growth & churn slope
During growth bursts, capitalize with a time-limited CTA. In churn dips, test re-activation angles.
Build four actionable cohorts
- Recent Actives: Seen 2+ of last 5 posts.
- Premium & Complete: Premium + photo + bio.
- Engagers: Replied/forwarded in 30 days.
- Topic-Fit Clickers: Clicked content related to your offer.
Export IDs ethically from relevant groups/channels (your own + competitors/adjacents), then filter to match these cohorts.
Message plays that map to analytics signals
“Recent Active” opener
“Hey {first_name} — saw you checking {topic} lately. We put together a {benefit} mini-guide; want a 90-sec summary?”
“Amplifier” opener
“Loved your take on {post}. We’re sharing a {outcome} resource with a small group. Want early access?”
“Premium” opener
“Quick one — we’re inviting Premium users interested in {topic} to {offer}. Worth a look?”
Workflow: analytics → cohort → copy → send → measure
- Collect: Pull views, forwards, replies, click proxies per post.
- Segment: Tag users by the four cohorts above.
- Draft: 2–3 short templates per cohort (one link, one CTA).
- Deliver: Rotate warmed accounts with randomized delays using your automation software.
- Measure: Report reply%, click% by cohort; double-down on winners.

Benchmarks to aim for (start small, then scale)
- Delivery: 85–95% on filtered cohorts.
- Reply: 3–10% depending on niche/offer.
- Click: 8–20% of delivered when the CTA is singular.
Pro tip: validate with a 1–3K sample at $35 per 1K, then scale in 5–10K steps as cohort ROI proves out. See Pricing or Contact to scope volumes.
Copy chassis (3–30–3)
First 3s: “Saw your post on {topic}.” Next 30s: proof + benefit. Last 3s: one low-friction CTA (“Worth a 10-min demo?”). Keep it human and specific.
Safety & compliance checklist
- Message only relevant users; respect opt-outs instantly.
- Use warmed, phone-verified accounts with unique proxies.
- Randomize delays; cap sends per account; rotate.
- One message, one link, one CTA. Avoid spammy phrasing.
FAQ
Which analytics tools should I use?
Start with your native channel stats and simple cohort tagging. For scale, pair exports with dashboards that track reply/click per cohort.
How big should cohorts be?
1–3K to validate, 5–10K to scale. Keep cohorts thematically tight for cleaner signals.
What if engagement is low?
Refine targeting first. Then test benefit-led copy and reduce friction (e.g., invite before pitch).
Next steps
Turn channel analytics into an always-on Mass DM engine. Start with one cohort (e.g., Recent Actives), validate copy at $35/1K, and scale the winning angle. If you want us to run the pipeline end-to-end—research, copy, delivery, and reporting—check Mass DM service or contact us.