The X analytics landscape in 2026
X analytics has changed significantly since the platform's ownership transition. The full analytics dashboard is now locked behind X Premium. Free users see basic per-post stats and nothing more.
This has created an opportunity for third-party tools, which now offer more functionality than X's own analytics. The challenge is choosing the right one from a crowded field.
The tools fall into three categories:
- Content performance tools (Sprout Social, Buffer, Hootsuite) - show what content works
- Audience research tools (SparkToro, Followerwonk) - show what your audience cares about
- Audience identity tools (Catch The Good Ones) - show who your audience is at the individual level
Most people only use category one. The real strategic advantage comes from categories two and three.
Metrics every X analytics tool shows (and their limits)
Every X analytics tool will show you:
- Impressions - how many times your post was displayed. Useful for reach, but inflated by scroll-past views.
- Engagement rate - interactions divided by impressions. The standard quality metric, but it treats a like from a bot and a like from a VP identically.
- Follower growth - how fast your audience is growing. The classic vanity metric - growing by 500 bots is not growth.
- Best time to post - when your audience is most active. Useful but not differentiating.
- Top performing posts - which content got the most engagement. Good for content strategy iteration.
These metrics are the baseline. They answer "how is my content performing?" If that is your only question, native X Analytics (with Premium) or a free tier of Buffer is sufficient.
What advanced X analytics adds
The tools worth paying for add layers that basic analytics miss:
Audience identity: Who specifically followed you? Who liked your posts? Are they brand directors, investors, competitors, or bots? This is the gap Catch The Good Ones fills - classifying every new follower and engager by job title, personality, and influence level.
Competitive benchmarking: How does your performance compare to competitors? Sprout Social and Iconosquare offer this. Catch The Good Ones adds competitive follower analysis - not just how competitors perform, but who their audience is.
Historical data beyond 90 days: X Analytics caps historical data. Third-party tools like Sprout Social store data indefinitely once connected.
Cross-platform context: If you are active on multiple platforms, seeing X performance alongside Instagram, TikTok, and YouTube in one dashboard (Buffer, Hootsuite, Sprout Social) prevents platform-specific tunnel vision.
Sentiment analysis: Tools like Brand24 and Brandwatch analyse the tone of conversations about your brand. Useful for reputation monitoring at scale.
The identity gap in X analytics
The biggest gap in the X analytics landscape is identity.
Every tool can tell you that your post got 47 likes. No mainstream analytics tool can tell you that one of those likes came from a brand director at Nike with 89K followers.
This is a fundamental problem for anyone using X for business purposes:
- Creators miss brand partnership signals hiding in their engagement
- B2B companies miss warm leads engaging with their content
- Founders miss investors researching their space
- Recruiters miss candidates already following their company
The engagement data is there. The identity layer is missing. This is why follower analysis tools like Catch The Good Ones exist alongside traditional analytics - they answer the "who" question that content performance tools ignore.
Building the right X analytics stack
The optimal setup depends on your goals:
For content creators: Native X Analytics (requires Premium) + Buffer (free tier for scheduling). Add Catch The Good Ones when you are monetising and need to identify brand professionals in your audience.
For B2B companies: Sprout Social or Hootsuite (content performance + scheduling) + Catch The Good Ones (audience identity + competitor tracking). This combination covers both "how is our content performing" and "who is engaging with us."
For agencies: Sprout Social (client reporting + competitive benchmarking) + platform-specific tools as needed.
For startup founders: Catch The Good Ones (investor and customer signal detection) + native analytics for content optimisation. Focus on identity over performance metrics at this stage.
The key principle: do not pay for a tool that only repackages what X already shows you. Pay for tools that answer questions X cannot.