Telegram Ads Optimization: How to Improve Campaign Performance Week-Over-Week

Most Telegram Ads campaigns for crypto projects follow a similar pattern: strong initial curiosity leads to early spend, results plateau after two weeks, and the campaign either gets abandoned or left running at mediocre performance. Systematic optimization prevents this.

The core principle: Telegram Ads are a channel selection game. Your CTR on any specific channel is fairly stable once you've found the right copy. Improving performance is primarily about finding better channels, removing underperforming ones, and refreshing copy before it fatigues.

Performance Benchmarks to Set Expectations

Average CTR across all crypto Telegram channel targeting: 0.3–0.7%. High-performing campaigns on well-targeted channels: 1.0–2.5%. Below 0.2% sustained for 10,000+ impressions: the channel or the copy isn't working.

Cost-per-join benchmarks for Telegram channel growth campaigns: $0.50–$3.00 per new subscriber. Anything above $5.00 per join on a continuous basis indicates a targeting or copy problem.

Cost-per-visit for external URL campaigns: $0.10–$0.80. Higher for niche channels, lower for broad reach channels.

Week 1: Establish Baseline

In the first week, run with broad targeting (20–30 channel targets across your tier structure) and two to three ad copy variants. The goal is not efficiency but learning: which channels deliver CTR and which don't, and which copy variant outperforms.

Don't optimize in the first week. Let every channel and copy variant gather at least 5,000 impressions before making decisions — anything with less data is noise.

Week 2: Prune and Concentrate

Review channel-level performance. Pause any channel with:

• Less than 0.2% CTR after 10,000 impressions
• Higher than average CPM with CTR equal to or lower than average
• Any channel where the content theme, on inspection, doesn't match your target user

Concentrate budget toward channels with 0.5%+ CTR. If multiple channels are performing well, add related channels with similar audiences (use TGStat's channel similarity feature).

Pause the underperforming ad copy variants. Allocate 80% of impressions to the best performer and 20% to a new variant for continued testing.

Week 3: Refresh and Expand

Ad copy fatigue on Telegram happens faster than most platforms — the same audience in the same channels sees the same ad repeatedly. After two weeks on the same primary copy, write three new variants and test them against the current winner.

For channel expansion: use TGStat to find channels with audience overlap with your top-performing channels. You're looking for "channels whose audiences look like the audience that's already converting."

Add five to ten new channels from this analysis. Give them 5,000 impressions each before evaluation.

Week 4 and Beyond: Scaling Winners

Once you have a stable of 10–15 channels with consistently above-benchmark CTR, increase bids on those channels to capture more available inventory. Telegram's auction means higher bids win more impressions in competitive channels.

The steady-state optimization rhythm: weekly channel review (prune below-0.2% CTR), bi-weekly copy refresh (write new variants before the current leader fatigues), monthly audience expansion (add 5–10 new test channels from overlap analysis).

Attribution Challenges and Solutions

Telegram Ads doesn't integrate with Google Analytics or most attribution platforms. For campaigns driving Telegram channel joins: track new subscriber counts before and during campaigns in TGStat. For campaigns driving external traffic: use UTM parameters on all destination URLs so traffic shows in your analytics under a distinct source.

For bot-destination campaigns: track bot start events in your bot analytics (Telegram's Bot API logs all /start commands). The timestamp of /start spikes will correlate with your ad spend.

When to Pause vs. Scale

Pause and re-evaluate when:

• CTR has been below 0.3% across all channels for two consecutive weeks despite copy changes
• Cost-per-join has risen above $5 and hasn't responded to targeting adjustments
• Your channel subscriber quality metrics (engagement rate of new members) have declined

Scale aggressively when:

• Two or more channels are delivering over 1% CTR consistently
• Cost-per-join is below $1 on a Telegram growth campaign
• New members from the campaign show above-average engagement in your channel

Scaling means increasing both budget and channel count simultaneously — expanding to more channels at proven copy rather than just spending more on the same inventory.