We’ve all been there. You’re “researching” for a client or your own DTC brand, which really means you’ve been mindlessly scrolling TikTok for three hours. You’ve got 47 tabs open, 12 grainy screenshots of hooks, and a half-finished Google Doc that looks like a digital crime scene.
Then comes Mike Futia.
On March 1st, Futia dropped a bombshell on X (formerly Twitter) that might just put the “manual” in manual research out to pasture. He didn’t just find a better way to browse; he vibe-coded a full-scale TikTok Research AI Agent inside Claude Code.
What is “Vibe-Coding” Anyway?
If you haven’t heard the term, “vibe-coding” is the 2026 way of saying: “I described what I wanted to the AI, and it built the whole thing for me.” Using Claude Code—Anthropic’s command-line interface for developers—Futia built a complete research-to-brief pipeline. It’s not just a script; it’s a custom “mini-SaaS” that lives inside his company’s workflow.
The Workflow: From Chaos to Creative Brief
The magic of Futia’s agent is how it eliminates the “loop” of manual labor. Here is the breakdown of what this AI agent does while you grab a coffee:
- Search & Scrape: It scours TikTok by keyword, date range, and video count. No more “For You Page” distractions.
- Data Extraction: It pulls engagement metrics, captions, and thumbnails automatically.
- The “Eyes” of the Agent: This is the game-changer. Gemini (Google’s multimodal AI) actually “watches” the video and analyzes the hook for its psychological triggers.
- Sentiment Mining: It scrapes the comments section to find common customer questions, pain points, and viral insights.
- The Final Output: It takes all that data, mixes it with your Brand Bible, and generates a formatted Creative Brief based on your specific template.
“No watching videos manually. No copying notes into docs. No rewriting briefs from scratch.” — Mike Futia
Why This is “Non-Negotiable” for 2026
In an era where attention is the only currency that matters, speed is everything. Creative agencies and e-commerce brands are currently drowning in content.
As Futia points out, having at least one person in your organization who can vibe-code these tools is becoming a requirement for survival. Why pay a junior analyst to spend 20 hours a week “monitoring trends” when an agent can do it in 20 seconds?
What You Control:
- Multiple Client Projects: Keep your “Brand Bibles” separate.
- Custom Templates: The AI writes in your voice, using your structure.
- Replit Integration: Full customization through Replit’s AI agent for seamless deployment.
SEO Insights: The Future of AI Agency Tools
If you’re looking to build something similar or stay ahead of the curve, these are the trending terms to watch:
- Vibe-Coding with Claude Code
- AI Agentic Workflows for DTC
- Automated TikTok Competitor Research
- Gemini Video Analysis API
- Claude Code vs. Replit Agent
Final Thoughts: The End of Manual Labor?
Mike Futia’s TikTok agent isn’t just a cool tech demo; it’s a blueprint for the future of creative work. We are moving away from “doing the work” and toward “directing the work.”
If you’re still screenshotting hooks and typing them into a Slack channel, you’re competing against people who are building mini-SaaS tools over their lunch break. It’s time to stop scrolling and start coding—or at least, start vibe-coding.
Stay Connected and Keep Practicing
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Would you like me to find the link to Mike Futia’s full tutorial or help you draft the prompt to build your own research agent in Claude?
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