Ai from idea to product with Bethany Crystal and host Catherine Gray Ep. 490
Published May 20, 2026
This video has 1.31K views and 14 likes, ranking #2,029,563 globally among tracked YouTube videos by view count.
At a glance
Views
1,318
Likes
14
Comments
0
Performance vs. channel
Outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
Today on the Invest In Her podcast, host Catherine Gray talks with entrepreneur and AI innovator Bethany Crystal, founder and CEO of Build First, an AI learning lab and product studio focused on helping people turn ideas into working products—often in under an hour. With a background spanning startups, venture capital,…
- Published
- May 20, 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.
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