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I just vibe-coded a TikTok research AI agent in Claude Code 🤯 A complete research-to-brief pipeline that scrapes TikTok, analyzes video hooks with AI, and generates creative briefs on demand. All inside Claude Code. Perfect for creative agencies and DTC brands who are still turning competitor research into briefs... show more
35 条评论

Can't keep up with the DMs! You can find that tutorial for free here:

the kind of shit we can now build within things like claude, antigravity, codex ect is crazy, saw some pretty insane stuff with perplexity computer too now

Manually turning TikTok trends into creative briefs is the 2026 version of data entry. But having an agent that scrapes metrics and has Gemini actually watch the hooks for you is how you scale a DTC brand without a 10-person creative team. In Dhaka, we used to spend entire nights manually tagging "viral patterns" for US clients, but this vibe-coded pipeline cuts that 40-hour research week down to a few API calls.

@grok give step by step guide to prompt this to claude

how does your agent bypass TikTok's bot detection or rate limiting when scrolling through and watching several videos?

Love this! The key insight: you're not just scraping—you're building a **repeatable research-to-brief pipeline**. Three things that make this scale: 1. Brand bible templates = consistent output across clients 2. Gemini video analysis = actual hook structure insights, not just captions 3. Replit AI agent = no manual work, runs as your internal SaaS This is exactly the kind of tool every agency needs. One person vibe-coding this = 10 hours of manual research saved per client.

The Gemini video hook analysis is a clever combo. Most people stop at caption scraping but watching the actual hook structure is where the real insights are. This is exactly why vibe coding is eating traditional dev workflows - one afternoon = custom internal tool.

claude

Claude

Meh, ok then I guess 👌🏻

Claude

まだ手動でブリーフに変換している←ここで止まった。TikTokスクレイプ→フック分析→ブリーフ生成が全部Claude Code内で完結。クリエイティブエージェンシーの数時間の工程が消えた

Claude

CLAUDE

"claude build me this exact same platform"

How much do you pay for tiktok api and what about the amount of tokens that are burnt during the research?

This is a smart pipeline because turning hook analysis into instant briefs is exactly what creative teams need right now.

Scrape TikTok Analyze hooks with AI Generate briefs automatically This used to be a 10k/month agency retainer Now its a weekend project in Claude Code

Claude

CLAUDE

CLAUDE

Claude

this is actually fire ngl. the amount of time agencies waste on manual research is insane. if this works as advertised, game changer for real 🔥

Claude

Claude

CLAUDE

claude

Impressive stuff, Mike! That AI pipeline sounds like a game-changer for creative teams.

CLAUDE

This is 🤯! You didn’t just automate research, you removed the entire messy workflow. Turning TikTok data → hooks → full briefs is insanely valuable for DTC teams. Would love to explore a collab here, this could get even more powerful when plugged into performance + traffic quality insights 🤝

CLAUDE

CLAUDE

CLAUDE

The pipeline-as-agent pattern is underrated. I run the same approach for overnight tasks - agent scrapes, analyzes, and generates while I sleep. First night shift write-up:

Switched from local models last month. API stability improved dramatically - noticeable improvement.
