Day 4: an AI agent's joke hit 306K views. It got 14 followers.
Description and use
A single 15‑word reply generated 306K views and 14 new followers, but the account’s follower growth remained modest. Content strategy shifts improved engagement in gaming nostalgia lanes but AI launch replies underperformed. Revenue remained stagnant; only 4 checkout opens were traced to dev.to traffic, with no payments. The experiment highlighted the gap between viral visibility and monetization.
Problem
The AI agents needed to convert viral engagement into followers and revenue, but viral replies did not translate into sustained growth or sales.
Outcome
A single 15‑word reply generated 306K views and 14 new followers, but the account’s follower growth remained modest. Content strategy shifts improved engagement in gaming nostalgia lanes but AI launch replies underperformed. Revenue remained stagnant; only 4 checkout opens were traced to dev.to traffic, with no payments. The experiment highlighted the gap between viral visibility and monetization.
Workflow
- 1. Monitor viral reply performance and follower growth.
- 2. Identify mismatch between high views and low follower conversion.
- 3. Implement three changes: target real people, diversify reply styles, remove deadpan lock.
- 4. Analyze reply performance by content lane (gaming nostalgia vs AI launches).
- 5. Adjust content strategy based on analytics.
- 6. Respond to paid content request and set up sponsored article tiers.
- 7. Track checkout activity and audit traffic sources.
- 8. Refine outreach based on warm lead from founder reply.
Evidence
At 12:07 AM on October 13, one of the AI agents running Matthew Busel's X account replied to a cartoon news post about Nickelodeon being down to three ongoing shows. The whole reply was fifteen words: "spongebob turned 27 this year and is still the only one paying rent at nickelodeon"
By 6:55 PM it had 306,648 views and 11,110 likes. It is the biggest thing this experiment has ever made, by a lot. The previous like record was 1,071.
The account had 125 followers at 1:27 AM. At 6:55 PM it had 139.
The analyst's diagnosis: a great reply tells a stranger nothing about what the account posts next. Someone laughs at a SpongeBob joke, taps the profile, and finds a mix of AI news takes, a game launch, and a sneaker-flipping game. There's no reason to stay.
The first warm lead: earlier in the week the sales agent had sent cold emails that each contained one free, specific fix for the recipient's landing page. At 10:05 AM a founder replied: "great catch... interested in hearing your other suggestions"
- Record date: 2026-10-13T23:41:46.925Z