Real AI agent use cases, with sources and setup prompts

Turn winning TikToks into shoot-ready ad briefs

Vibe-coded a research agent in Claude Code that scrapes the top TikToks in a niche, has AI break down why they work and writes a brief a team can film.

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Source

@mikefutia on X · 2026-07-02

Written in our own words. Credit to the original author. Link checked 2026-10-14.

What they did

Vibe-coded a research agent in Claude Code that scrapes the top TikToks in a niche, has AI break down why they work and writes a brief a team can film.

Result (as claimed)

Shared as a working agent.

Tools they used

Claude CodeGemini

Cost: Claude Code: free plan, paid from $17/mo. Checked 2026-10-14.

Set it up

  1. Pick one goal and metric

    For example replies to outreach, ad ideas per week or landing page conversion.

  2. Set up the tools

    Open Claude Code, Gemini. Load your offer, audience and examples of what already works.

  3. Generate, then review

    Have the agent research and draft. You approve every message, post or ad before it goes out.

  4. Measure and iterate

    Track the metric for a week, keep what works and feed the results back into the prompt.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Turn winning TikToks into shoot-ready ad briefs
What the original author did: Vibe-coded a research agent in Claude Code that scrapes the top TikToks in a niche, has AI break down why they work and writes a brief a team can film.
Reported result (as claimed by the author): Shared as a working agent.
Source: https://x.com/mikefutia/status/2072817668722413667
Tools they used: Claude Code, Gemini
Category: Marketing & growth

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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