@jonathanhayka.bsky.social
Warm outreach on LinkedIn, Reddit and X with http://crowdwatch.tech
Finding my first users felt impossible. My keyword alerts were 90% garbage.
So I spent 2 weeks building a feedback loop:
Users rate alerts 👍/👎
The AI tunes its search algorithm for them personally
Result? My own "signal-to-noise" ratio went from 1:10 to 8:10 in 3 days.
#buildinpublic
So I spent 2 weeks building a feedback loop:
Users rate alerts 👍/👎
The AI tunes its search algorithm for them personally
Result? My own "signal-to-noise" ratio went from 1:10 to 8:10 in 3 days.
#buildinpublic
August 29, 2025 at 11:43 PM
Finding my first users felt impossible. My keyword alerts were 90% garbage.
So I spent 2 weeks building a feedback loop:
Users rate alerts 👍/👎
The AI tunes its search algorithm for them personally
Result? My own "signal-to-noise" ratio went from 1:10 to 8:10 in 3 days.
#buildinpublic
So I spent 2 weeks building a feedback loop:
Users rate alerts 👍/👎
The AI tunes its search algorithm for them personally
Result? My own "signal-to-noise" ratio went from 1:10 to 8:10 in 3 days.
#buildinpublic