Where do I get data for these posts?

Your own analytics (X provides impression and engagement data), public research, industry reports, or manual analysis of trends. Echo surfaces data patterns from your content performance automatically.

How do I verify my data claims?

Use X's built-in analytics, third-party tools, or manual sampling. Be transparent about methodology. 'I analyzed my last 100 tweets' is more honest than implying a large-scale study.

Data-Driven Insight Post

Data-driven insight posts are the gold standard for building authority on X. While opinions are debatable, data is persuasive. When you back your takes with specific numbers and real research, you position yourself as someone who does the work — not just someone who has opinions. The key is…