1. Data is king. I always track watch time, engagement (likes, comments, shares, saves), and click-throughs. For TikTok, the biggest signal is how long people stay on your video. If drop-off is high at 3 seconds, I know my hook needs work. 2. Post timing. It’s not just “post at 6 PM.” It’s about knowing your audience. For students and devs, posting right after classes or in late-night “study scroll” hours often works best. 3. Hook, deliver, reward. The three-act structure for short-form content: Hook immediately (a bold claim, question, or relatable joke). Deliver the value quickly (demo, hack, tip, or payoff). Reward at the end (a punchline, a clear result, or a CTA like “try it yourself”). 4. Repurpose winning formats. If one type of post takes off-a skit, a tutorial style, a visual trick-I’ll re-use the structure with new content. No need to reinvent the wheel each time. 5. Engagement loops. I nudge people to interact without sounding forced. Instead of “like and share,” I’ll say something like: “What bug has ruined your life this week?” Comments tell the algorithm to boost your post further. 6. A/B testing. Same video, two different captions or hooks. Run both, see which works. That’s how you sharpen instincts with evidence. 7. Keep it snappy. Cut out dead air. People scroll fast-every second has to feel intentional. Captions, quick edits, and trending sounds keep attention glued. 8. Community > virality. I aim to build repeat viewers, not just random one-offs. Replying to comments, duetting questions, and stitching other creators builds loyalty.

If I were making TikToks to promote Blackbox AI, I’d keep it simple and fun. The trick is to grab attention fast, show something useful, and keep the vibe real-not like an ad. Here’s how I’d do it: Start strong. The first three seconds are everything. I’d open with something like “This AI just fixed my bug in 5 seconds” or “Stop wasting time writing code like this…” so people instantly want to see more. Show it in action. Instead of just talking, I’d record my screen while coding and let Blackbox AI do its magic. Quick edits, captions, maybe even a funny reaction of me stressing before the AI saves me-that’s what keeps people watching. Make it relatable. Students and devs love seeing their struggles turned into jokes. I’d do short skits like “Me: panicking before a deadline / Blackbox AI: relax, I got you.” Use trends, but twist them. I’d hop on trending audios or meme formats and fit them into coding life. For example, a viral sound with the caption “When you realize Blackbox can debug faster than your professor.” Pay attention to what works. If people love the funny skits more than tutorials, I’d lean into that. TikTok is trial and error-post daily, adjust, and double down on what sticks. Stay authentic. No fake polish. Just me, my laptop, real struggles, and how the AI helps. That “student-to-student” feel will connect way more than looking corporate.