Beyond Dashboards: Turning Data Into Decisions That Actually Change Outcomes
Published May 29, 2026
This video has 397 views, ranking #2,232,659 globally among tracked YouTube videos by view count.
At a glance
Views
397
Likes
0
Comments
0
Performance vs. channel
Outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
Source: https://www.podbean.com/eau/pb-vtmzi-1ad5df0 An audit reveals 47 dashboards, $3.2M spent, and only seven actually used to make decisions, welcome to the dashboard graveyard. This episode of The Intelligence Edge diagnoses the gap between data and real organizational intelligence and introduces a clear hierarch…
- Published
- May 29, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
Frequently asked questions
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
Is this YouTube video analytics checker free?
Yes. You get 10 free channel and video analytics lookups per rolling hour without an account — logging in, which is also free, removes that limit entirely.