Measuring what works — engagement, reach, and turning social content into measurable revenue.
First-touch shows what introduced a customer to your brand. Last-touch shows what preceded the conversion. Here’s how solo creators can use both without building an overly complicated attribution system.
GA4 can make social media look less valuable when you focus on the final click. Avoid these attribution mistakes and uncover social’s role earlier in the customer journey.
A practical guide to testing social media captions and thumbnails organically—without ad spend, expensive software, or mistaking random variation for a winning result.
A practical closed-loop process for finding useful patterns in last week’s social performance and turning them into focused briefs for your next batch of AI-generated content.
The standard engagement rate formula quietly distorts your numbers through denominator choices and bot inflation. Here's how to spot the three lies and calculate a truer, per-reach engagement rate you can actually trust.
A plain-language tour of the one GA4 report that shows revenue by social source — with the exact clicks to get there, plus when to skip it for a custom Exploration or your scheduling tool's own reporting.
Views are a vanity metric; retention is the signal that drives reach. This ultimate guide decodes the YouTube Shorts retention curve and shows you exactly what to fix when it dips.
Views on TikTok and YouTube aren't the same event. Here's the one or two outcome metrics that actually matter per platform in 2026 — so you stop comparing apples to oranges across IG, TikTok, YouTube, and Facebook.
Likes are a lagging popularity vote — saves and shares are the leading indicators that predict reach in 2026. Here's an honest comparison of what to track, the real trade-offs, and how to build reporting around the metrics that drive distribution.
