These 5 automations analyze what humans can't see.

Hey vibe marketer.

Hope you're having a solid week building cool stuff.

This week's submissions solve the content creator's biggest problems – turning long-form content into multiple formats, seeing patterns humans miss, and automating tedious browser tasks.

These builders found ways to multiply content output without multiplying effort.

Let's dive in.

5 vibe marketing tools worth checking out

1. GA4Hell engine - actionable SEO insights for traditional and AI search

Kerry Morrison rebuilt their GA4Hell engine to create super detailed actionable items for growing both traditional and AI SEO.

While the product generates action reports, Kerry's finding the internal audits fascinating for both traditional and AI SEO optimization.

The system provides specific, actionable recommendations rather than generic analytics dashboards.

Perfect for anyone serious about SEO performance in both Google and AI search environments.

Kerry's offering to generate free audits for anyone interested.

Check out GA4Hell.

2. Browser automation with plain English - no brittle code required

Alexandra Spalato dropped a tutorial showing how to control browsers using plain English instead of fragile code.

Her n8n + Airtop workflow:

• Opens browsers and navigates to URLs

• Clicks buttons and types in search fields

• Extracts structured data from pages

• All controlled through natural language commands

She demonstrates with LinkedIn lead generation, but the real power is the underlying capability to automate any browser-based workflow without coding.

This eliminates the biggest pain point in browser automation – brittle, breaking code.

Watch Alexandra's tutorial.

3. PodSpark Studio - podcast to week's worth of content in 5 minutes

Tim Norris built PodSpark Studio to help indie podcasters and YouTube creators turn one episode into a complete week of content.

Upload your podcast and in under 5 minutes get:

• Full transcript with timestamps and word count

• Blog posts in multiple tones (professional, casual, funny, storytelling)

• LinkedIn posts with regeneration options

• Newsletter blurbs to promote your episode

• Comprehensive show notes with titles, summaries, timestamps, and key takeaways

• Guest information and resource extraction

• SEO keywords and call-to-action suggestions

• 11-12 ready-to-use tweets/X posts

The system handles hour-long episodes and lets you regenerate any content with different voice tones without starting over.

This solves the biggest content creator problem: having great content locked in long-form audio with no efficient way to repurpose it.

Upload, grab coffee, come back to a week's worth of content.

Try PodSpark Studio.

4. Complete content pipeline automation - from keywords to published posts

Harrison Stoneham completely automated his content pipeline, starting with keywords exported from Ahrefs.

His stack:

• Cursor - AI-powered code editor

• DataForSEO & Firecrawl - Raw data and content gathering

• Python - Tying everything together

• WordPress - Auto-publishing destination

The result? A seamless script that saves hundreds of hours and delivers true content automation from research to publication.

This is end-to-end content creation without human intervention.

Watch Harrison's breakdown.

5. Visual pattern detection in viral videos - what humans can't see

Mike Futia built an AI system that spots visual patterns in viral videos faster than any human creative team.

While everyone else reads transcripts, his system uses Google's Gemini API to analyze what's actually happening on screen.

The difference:

• Transcript: "She talks about makeup"

• Visual analysis: "Creator shows product failure in first 3 seconds to create curiosity gap"

The n8n automation:

• Scrapes viral TikToks with full engagement metrics

• Uses Gemini video model to watch each frame

• Identifies visual hooks, proof elements, and engagement triggers

• Maps patterns across hundreds of videos automatically

Now you can see exactly why videos go viral at the visual level, not just the script level.

Watch Mike's visual analysis system.

What these systems reveal

These builders are automating human observation itself.

This is the next evolution of vibe marketing – automating perception and insight, not just tasks.

Miscellaneous Vibes

Here are some other things we have on our radar.

1. this AI agent builds workflows for you in minutes (without drag and drop). RIP n8n??

2. Non-technical people are using AI tools like Claude/Cursor to create websites that drive 500+ real customers on autopilot 

3. WOW! I tested out the new @lovable_dev AGENT MODE and it is INSANE! (Beta)

Want to get featured in the next letter?

What problem are you solving? What workflow are you automating? What tool are you building that didn't exist before?

I want to know what you're creating.

You can submit your tool or workflow directly through our feature form.

The best submissions will be featured in the next issue and shared with our entire Vibe Marketer community.

Until then, let's vibe.