What went live in Atlas this week, what is shipping next week, and what we want early-access feedback on. Founder-level note from the Arthea team.


A typical content dashboard ships with two dozen metrics. Three of them predict whether the content earned its slot in the calendar. The rest are post-hoc rationalisation that makes nobody do anything different next week.
Metric one. Time to first 100 views
Not total views. Not engagement rate. The time from publish to first 100 views. This single number predicts a post's ceiling within minutes of going live.
Why it works: every major platform algorithm front-loads distribution to early performers. A post that breaks 100 views inside the first hour is on a fundamentally different trajectory than one that takes six hours to get there. Slow starts almost never catch up. Read the curve, decide whether to boost or move on.
Metric two. Save rate
Likes are the cheapest action a viewer can take. Saves are the most expensive. A save means "I want to come back to this," which is the only durable signal that a post earned its place in the feed.
On Instagram, save rate above 1.5 percent of impressions is healthy. Above 3 percent is excellent. Below 0.5 percent means the algorithm gave you distribution but nobody wanted to remember the post. Optimise for save rate. The like count takes care of itself.
Metric three. Downstream action
Did the post drive a measurable next step? A site visit, a newsletter signup, a booked call, a direct message. The exact conversion event matters less than measuring something. UTM links plus a 30-day attribution window get you 90 percent of the way there.
The interesting move is to plot conversion against engagement. The ranking inverts more often than you would expect. The teaching post with 50 saves and 2 booked calls quietly beats the viral hot-take with 5,000 likes and zero conversions. The hot-take feels like the win. The teaching post is.
What to take off the dashboard
Impressions. Reach. Total likes. Comment count. Follower growth. All downstream of the three above. Watching them does not change what you do next; it just produces anxiety after the fact.
Strip them out. Keep three columns: time-to-100, save rate, downstream action. Your weekly content review will get sharper inside a month.
Setup
Every major platform exposes the three metrics in its native analytics. You can read time-to-100 off the publish timestamp and the audience curve. Save rate is a built-in field. Downstream action lives in whatever link tracker you already use.
Three columns in a spreadsheet, sorted by most recent post. That is the dashboard. The work is using it to decide what to do more of.




Architecture Notes
Occasional insights on infrastructure, conversion systems, retention architecture, and AI deployment, shared when they’re worth reading.







