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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... manually. If you're spending hours scrolling TikTok "for research," watching videos one by one, screenshotting hooks, and rewriting briefs from scratch every time, this agent eliminates the entire loop: → Search TikTok by keyword, date range, and video count → Pull engagement metrics, captions, and thumbnails → Gemini watches the video and analyzes the hook → AI scrapes comments for common questions and insights → Generates a full creative brief from your template + brand bible No watching videos manually. No copying notes into docs. No rewriting briefs from scratch. What you control: - Multiple client projects with separate brand bibles - Your own creative brief template - Which videos to analyze and brief - Full customization through Replit's AI agent Research → Analysis → Brief. One workflow, running as a custom mini-SaaS inside your company. Every e-comm brand and agency should have at least one person who can vibe-code tools like this. It's becoming non-negotiable. I recorded a full walkthrough showing exactly how I built this from scratch. Want the full tutorial? > Like this post > Comment "CLAUDE" And I'll send it over (must be following so I can DM)show more

Mike Futia

78,193 subscribers

97,820 views • 6 months ago •via X (Twitter)

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35 Comments

Mike Futia6 months ago

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

Vasko6 months ago

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

Md. Mehedi Hasan Rakib6 months ago

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.

creature6 months ago

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

Ishu Agrawal6 months ago

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

Sadi Moodi6 months ago

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.

Kay6 months ago

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.

AltcoinMage6 months ago

claude

Nasser Benhadj6 months ago

Claude

LynxLeaf6 months ago

Meh, ok then I guess 👌🏻

O6 months ago

Claude

sana5 months ago

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

Asan cuny6 months ago

Claude

LiquidityGOD6 months ago

CLAUDE

Luna6 months ago

"claude build me this exact same platform"

obi game studios6 months ago

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

Strakyo6 months ago

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

Kai6 months ago

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

Mrx6 months ago

Claude

baris6 months ago

CLAUDE

rodrigobertomeu6 months ago

CLAUDE

Adrian Mendoza6 months ago

Claude

Hamit Arslan6 months ago

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 🔥

Max Art6 months ago

Claude

J F G6 months ago

Claude

JaxKaizen6 months ago

CLAUDE

Lucie Forster6 months ago

claude

PromptOptimizer6 months ago

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

Steve Raju6 months ago

CLAUDE

cleartrust6 months ago

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 🤝

Top Boy6 months ago

CLAUDE

NiksVR3606 months ago

CLAUDE

Amine X036 months ago

CLAUDE

Pawel Jozefiak6 months ago

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:

TESALONICA LAGUA6 months ago

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

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Adam

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Mike Futia

80,322 views • 5 months ago

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This YouTube AI Agent is f*cking wild 🤯 This n8n agent scrapes top-performing YouTube videos in any niche... Pulls full transcripts... And extracts every hook, angle, and theme automatically. All inside n8n + Airtable. Perfect for DTC brands & agencies who want to know what's working on YouTube before creating a single ad. Here's the problem: You're spending hours "researching" YouTube. Watching video after video. Scribbling notes. Trying to reverse-engineer why that one video blew up. By the time you've pulled anything useful, half your day is gone. This n8n agent does it in minutes: → Enter any keyword (e.g., "rucking", "cold plunge", "protein powder") → Scrapes top YouTube videos with full transcripts → Logs everything to Airtable—views, likes, publish date → Gemini analyzes each transcript automatically → Extracts hooks, angles, and themes from every video No watching hours of content. No manual note-taking. No "let me rewatch that part" loops. What lands in your Airtable: - Video URL, title, channel, and performance metrics - AI-extracted hooks (what grabbed attention in the first 10 seconds) - Angles (the unique claim or perspective that worked) - Themes (the narrative structure driving the video) - Full transcripts for deeper research Built 100% in n8n. Want the complete n8n workflow + Airtable base? > Comment "YT" > Like this post And I'll send it over (must be following so I can DM)

Mike Futia

159,449 views • 9 months ago

I just built an AI-powered creative search engine with Gemini Embedding 2 + Claude Code 🤯 Drop in your UGC clips, product shots, and ad variations — then search through everything in plain English. "Show me all the unboxing clips." "Find product shots with natural lighting." "Which creator talked about sensitive skin?" All inside Claude Code. Perfect for DTC brands and agencies sitting on hundreds of creative files they can never find when they actually need them. If you're digging through a folder of random file names, scrubbing through raw footage to find that one clip, and relying on memory to track down what's already been shot... This system eliminates the entire loop: → Drop your videos, images, and docs into a project folder → One prompt to Claude Code — it builds the entire search app for you → Google's new Gemini Embedding 2 model actually watches your videos and looks at your images → It understands what's inside each file — not just the file name → Search in plain English and get back the actual assets with confidence scores No scrolling through folders. No relying on file names to find anything. No re-shooting footage you already have. What you get: → A searchable library of every creative asset your brand has ever produced → Natural language search across video, images, and documents at the same time → Results that show the actual files inline — play videos, view images, read docs → A system that gets smarter every time you add richer descriptions to your assets One free API key. No monthly subscriptions. Runs on your machine. I put together a full playbook with the exact build prompt, the setup process, and DTC/agency use cases to get this running in under 30 minutes. Want the full playbook? > Like this post > Comment "SEARCH" And I'll send it over (must be following so I can DM)

Mike Futia

12,283 views • 6 months ago

this facebook ad spy + n8n workflow is 🔥 it scrapes your competitors’ top 5 video ads, breaks down exactly why they’re working, and sends you a full report before you even wake up no manual checks no spreadsheets no guessing what’s winning the ai agent runs through each ad and analyzes: - the hook - the script structure - emotional triggers - why it works you get a morning report ready to brief your creative team before coffee perfect for agencies and e-com brands who want to stay one step ahead built 100% in n8n want the full facebook ad spy workflow? comment SPY + like this post (must be following so i can dm you)

this facebook ad spy + n8n workflow is 🔥 it scrapes your competitors’ top 5 video ads, breaks down exactly why they’re working, and sends you a full report before you even wake up no manual checks no spreadsheets no guessing what’s winning the ai agent runs through each ad and analyzes: - the hook - the script structure - emotional triggers - why it works you get a morning report ready to brief your creative team before coffee perfect for agencies and e-com brands who want to stay one step ahead built 100% in n8n want the full facebook ad spy workflow? comment SPY + like this post (must be following so i can dm you)

J.B.

30,808 views • 11 months ago

Advertorial pages are crushing it for e-comm and affiliate. And I just automated the entire creation process with AI 🤯 Product URL → AI research → full pre-sale page draft in minutes. All inside n8n + Airtable. Perfect for e-comm brands and affiliates who know these pages convert but hate building them from scratch. Here's the problem: You know you should be testing listicles and pre-sale pages. Ridge does it. HexClad does it. Javi Coffee does it. But every page takes hours. Researching the product, writing the hook, structuring the sections. It's a huge pain in the a$$. This system solves it: → Submit product URL + customer avatar via Airtable form → FireCrawl scrapes the entire product page → AI generates components: core problem, failed alternatives, unique mechanism, benefits, social proof, trust signals → Review and edit each section before final generation → Click one button to generate the full advertorial page No starting from a blank doc. No watching competitor videos manually. No rewriting the same sections over and over. What you get: - Three formula templates (transformation story, problem-solution listicle, premium brand listicle) - Editable component fields so you can tweak before final output - Full markdown page ready for your team to polish - Extensible structure to add your own formulas Built 100% in n8n + Airtable + FireCrawl. I recorded a full walkthrough showing exactly how this works and how I built it AND I'm including the n8n template. Want the full tutorial + n8n workflow? >Like this post > Comment "LIST" And I'll send it over (must be following so I can DM)

Mike Futia

18,742 views • 7 months ago

Claude Code + Nano Banana 2 is f*cking cracked 🤯 I built a system inside Claude Code that researches any brand, writes 40 ad prompts from scratch, and fires them all to Nano Banana 2. One brand name + one URL = 40 production-ready static ads. All inside Claude Code. I took Alex Cooper's brilliant framework and automated the whole thing inside Claude Code. Perfect for DTC brands and agencies who need high-volume ad creative without briefing a designer or spending hours in Canva. If you're finding winning ad concepts on Meta and manually recreating them one at a time in Higgsfield — copying prompts, pasting product details, tweaking aspect ratios, downloading, organizing... This system eliminates the entire loop: → Give Claude a brand name and URL → It researches the brand's fonts, colors, packaging, and photography style → Builds a Brand DNA document from scratch → Fills in Alex's 40 proven ad templates (headline, us vs them, testimonial, UGC, review cards, stat callouts) with brand-specific details → Fires every prompt to Nano Banana 2 with your product photos as reference → Downloads finished ads into organized folders with an HTML gallery No Higgsfield. No manual prompt filling. No copy-pasting between tools. What you get: → 40 ad formats filled with your exact brand colors, fonts, and copy → 4 variations per format so you pick the best output → Product photos passed as reference so the model matches your real packaging → A reusable system — new brand, new folder, same pipeline Built 100% in Claude Code with Nano Banana 2. I put together a full playbook & Loom video showing the exact process to set this up yourself. Want access for free? > Like this post > Comment "NANO" And I'll send it over (must be following so I can DM)

Mike Futia

425,426 views • 6 months ago

I just vibe coded a static ad generator in Claude Code that creates 100+ Facebook ads in minutes 🤯 One competitor ad + your product photo + your brand kit = dozens of on-brand variations, each targeting a different customer persona. Built 100% in Claude Code. Perfect for DTC brands and agencies who need more statics at scale. The problem: You find a winning ad concept and want to test 20 variations of it. That means briefing a designer, waiting days, getting back 4 options, giving notes, waiting again. Or doing it yourself in Canva for hours. This tool solves it: → Upload any competitor ad as your reference template → Add your product photos and brand kit (colors, fonts, logos) → AI generates 10 customer profiles from your brand research → Pick how many variations you want (10, 20, 30) → Tool generates on-brand ads with persona-specific copy for each one No designer back-and-forth. No Canva templates. No generic "Shop Now" on everything. What you get: → Ads that mirror winning concepts in your brand's voice → Copy targeted to specific customer pain points and personas → Multi-brand/client support with saved brand kits → Reusable customer profiles you build once and generate from forever I recorded a full walkthrough showing exactly how this works, including ALL the prompts I used so you can build it yourself. Want access to all the prompts for free? > Like this post > Comment "STATICS" And I'll send it over (must be following so I can DM)

Mike Futia

80,940 views • 7 months ago

I just built a Claude Code plugin that automatically researches viral trends in any niche 🤯 Drop in your niche -> and it surfaces the hooks, angles, and topics going viral right now across Reddit, YouTube, TikTok & Reels, so you always know exactly what to post. All inside Claude Code. Perfect for DTC brands, agencies, and creators who are tired of guessing what to make. If you're spending hours "researching" content, doom-scrolling TikTok for ideas, copying competitors who are also just guessing, staring at an empty content calendar every Monday... This plugin kills the entire loop: → Drop in a keyword (your product, your niche, a competitor) → It scrapes Reddit, YouTube, TikTok & Instagram Reels → Ranks every post by real engagement → Pulls the hooks, pain points, & exact customer language that's working → Renders a clean content-brief dashboard telling you what to make No guessing. No doom-scrolling. No blank calendar. I ran it live on "magnesium for sleep" — in 3 minutes it surfaced a 5.1M-view hook and the exact complaint customers keep repeating ("it works for a few weeks, then stops"). What you get: → The top hooks already winning, with real view counts → Your customers' pains in their own words → The formats getting watched right now → 3 ready-to-shoot content ideas Built 100% in Claude Code (with Apify + Firecrawl). I created a step-by-step playbook that shows you how to build it yourself. Want access for free? > Like this post > Comment "TRENDS" And I'll send it over (must be following so I can DM)

I just built a Claude Code plugin that automatically researches viral trends in any niche 🤯 Drop in your niche -> and it surfaces the hooks, angles, and topics going viral right now across Reddit, YouTube, TikTok & Reels, so you always know exactly what to post. All inside Claude Code. Perfect for DTC brands, agencies, and creators who are tired of guessing what to make. If you're spending hours "researching" content, doom-scrolling TikTok for ideas, copying competitors who are also just guessing, staring at an empty content calendar every Monday... This plugin kills the entire loop: → Drop in a keyword (your product, your niche, a competitor) → It scrapes Reddit, YouTube, TikTok & Instagram Reels → Ranks every post by real engagement → Pulls the hooks, pain points, & exact customer language that's working → Renders a clean content-brief dashboard telling you what to make No guessing. No doom-scrolling. No blank calendar. I ran it live on "magnesium for sleep" — in 3 minutes it surfaced a 5.1M-view hook and the exact complaint customers keep repeating ("it works for a few weeks, then stops"). What you get: → The top hooks already winning, with real view counts → Your customers' pains in their own words → The formats getting watched right now → 3 ready-to-shoot content ideas Built 100% in Claude Code (with Apify + Firecrawl). I created a step-by-step playbook that shows you how to build it yourself. Want access for free? > Like this post > Comment "TRENDS" And I'll send it over (must be following so I can DM)

Mike Futia

79,419 views • 3 months ago