This is why metrics exist in the first place: What we're all trying to ascertain, at the end of the day, is the effects of our features on our users. Sometimes metrics are just the closest proxy we have.
When you sit around long enough thinking about life in terms of time_on_page
, and session_duration
, you miss the big picture.
Those metrics are supposed to mean something. Like, a spike in time_on_page
might just mean that your users aren't finding the back button quickly enough, and suddenly your "winning WWW variant" doesn't feel so winning after all, and neither do you.
Well, here at Statsig, we just applied this concept to our own users.
Last week, in a grueling thirty-six-hour-long brainstorming session, we unraveled our own user metrics in order to uncover what our users really, truly want—above all else. The one core tenet among all users, all roles, and all disciplines.
And in a 2 am epiphany, physically and mentally exhausted, kept awake solely by our conference room's incandescent glow, the whiteboards tattooed from head to toe in flow charts and metrics and personas and hypotheses, we finally figured it out:
Our users want promotions.
Upon realizing that our users want promotions above all else, we suspended all other feature development until we could ship a product that gave our users exactly what they wanted.
Our data scientists worked long hours bringing our proprietary algorithm to our end users. The Career Catalyst engine is designed to take real results and incorporate the latest AI technology to enhance them into metrics that look great.
The strange thing is that our data scientists already had this code written—but we're not going to question them, because their metrics are always green and nice-looking.
Some of the needs of our personas (that we imagined) include a requirement for help around performance reviews and promotion-related conversations with management.
The old way was a tiring and drawn-out process, but with Statsig Promo Mode, getting a promotion is simple and streamlined:
Activate Promo Mode
Get promoted near-instantly*
Promo Mode provides our end-users with the ability to represent themselves the way they deserve to be represented. If you're the one with the data, you deserve a promotion.
* Promotions not guaranteed
As of today, April 1st, Promo Mode has been rolled out to all Statsig accounts and can be found at the top of your metrics scorecard.
Promo Mode is waiting for you. Log into your Statsig account, or create a free one, and experience its career-changing benefits for yourself.
And, of course, enjoy your April Fool's day.
Experimenting with query-level optimizations at Statsig: How we reduced latency by testing temp tables vs. CTEs in Metrics Explorer. Read More ⇾
Find out how we scaled our data platform to handle hundreds of petabytes of data per day, and our specific solutions to the obstacles we've faced while scaling. Read More ⇾
The debate between Bayesian and frequentist statistics sounds like a fundamental clash, but it's more about how we talk about uncertainty than the actual decisions we make. Read More ⇾
Building a scalable experimentation platform means balancing cost, performance, and flexibility. Here’s how we designed an elastic, efficient, and powerful system. Read More ⇾
Here's how we optimized store cloning, cut processing time from 500ms to 2ms, and engineered FastCloneMap for blazing-fast entity updates. Read More ⇾
It's one thing to have a really great and functional product. It's another thing to have a product that feels good to use. Read More ⇾