All projects
AI Automation · Content Intelligence

PostRewrite AI Content
Intelligence Agent

A two-agent system that monitors viral LinkedIn content, scores it across proven hook patterns, and rewrites it in your voice — replacing hours of manual research with a 20-minute weekly workflow.

2
AI Agents
0–10
Hook Score
20min
Weekly Workflow
3×
Alt Hook Variations
The Problem

Three manual steps killing content consistency for creators and agencies

Most LinkedIn creators and agencies spend hours every week just researching what to post — scrolling feeds, guessing what performed, and writing from scratch. Three steps break the loop before a single word is drafted.

🔍
No Signal on What Works
Your feed shows you what you follow — not what actually performed. Finding viral content in your niche means hours of manual scrolling with no guarantee of finding real signal.
🧠
No Framework for Why It Worked
Even when you find a strong post, understanding the hook mechanics — what psychological trigger made it work — requires content strategy experience most creators don't have.
✍️
Rewriting to Your Voice Takes Time
Translating someone else's viral structure into something original for your brand and audience is the hardest step. Generic rewrites sound copied. Voice-matched rewrites take 2+ hours per post.
The Solution

Two-agent pipeline from
viral detection to ready-to-post draft

Built on n8n with Apify for LinkedIn data and Claude API for all analysis and generation — from competitor monitoring to your finished post.

01
Competitor Monitor Agent
Tracks a curated list of competitor LinkedIn accounts you define. Fetches posts from the last 30 days or 6 months (configurable), ranks by total engagement (likes + comments + reposts + impressions), and surfaces the single highest-performing post per account.
Apify · LinkedIn · n8n
02
Niche Viral Scanner Agent
Runs independently of your competitor list. Searches LinkedIn content across your defined niche keywords — regardless of account size or whether you follow them. Surfaces posts that went viral across the topic area, removing network bias from your research.
Apify · Keyword Search · n8n
03
Hook Scoring (0–10)
Claude AI evaluates every surfaced post across four dimensions: Hook Power, Emotion Trigger, Clarity, and Shareability. Each dimension scored 0–10 with an aggregate hook score. Returns the psychological mechanism at work — fear, curiosity, status, or relief.
Claude API · Structured Output
04
Hook Type Classification
The post is classified into one of five proven hook patterns: Story/Journey, Stat/Number, Question, Pain Point, or Contrast/Twist. Classification comes with a plain-English breakdown of why the specific language and structure worked for that post.
Claude API · Classification
05
Angle Generation for Your Niche
From the hook analysis, Claude generates a direct reframe of the angle for your niche, audience, and brand voice. This is the most actionable output — a ready-to-use direction for your own post that doesn't require you to interpret the analysis yourself.
Claude API · Brand Voice
06
Full Post Rewrite
The rewrite agent takes the viral post's hook structure, your writing profile (tone, style, sentence length, voice), your niche context, and your audience definition — and produces a full original post. Not a paraphrase. Not a template fill. A post written in your voice using the proven structure as a frame.
Claude API · Voice Matching
07
Hook Variation Generator
Alongside the rewrite, the system produces three alternative hook variations — each a different hook type, each with a predicted score. Tone, length, and regeneration controls let you adjust before finalising. Predicted viral score included for the rewritten post.
Claude API · Alternatives
08
Dashboard Output
All analysis, scores, and rewrites feed into a read-only HTML dashboard — organised by competitor tab, niche viral tab, and rewrite tab. Stored in Google Sheets and Notion. Weekly scheduled runs populate new content automatically.
Google Sheets · Notion · HTML Dashboard
Key Capabilities

Everything you need to post consistently, nothing manual

Competitor Monitor
Track unlimited competitor accounts. The agent returns only the single highest-performing post per account — no noise, no reading through 40 posts.
Niche Viral Scanner
Searches LinkedIn by keyword, not by who you follow. Finds viral posts from accounts you've never heard of — pure signal, no network bias.
4-Dimension Hook Scoring
Every post scored 0–10 across Hook Power, Emotion Trigger, Clarity, and Shareability — with a named psychological mechanism for each result.
Hook Type Classification
5-category classification (Story, Stat, Question, Pain Point, Contrast) with a plain-English explanation of why the specific hook structure worked.
Voice-Matched Rewrite
Full post rewritten in your documented voice — calibrated to your tone, sentence length, niche, and real example posts you've written. Not a template fill.
3 Hook Variations
Each rewrite comes with three alternative hooks — different hook types, each with a predicted score. Regenerate or adjust before publishing.
Intelligence Dashboard
Tabbed HTML dashboard for overview, competitor results, niche virals, and rewrites — with hook type distribution, top angles, and 30-day engagement trends.
Scheduled Weekly Runs
n8n workflow runs on a configured schedule. New viral posts, scores, and rewrites land in the dashboard automatically — no manual trigger needed.
In Action

The system at work

Real screenshots from the live PostRewrite dashboard — from content intelligence overview to the finished rewrite output.

PostRewrite Content Intelligence Overview

Dashboard — Content Intelligence Overview

PostRewrite Competitor Monitor

Competitor Monitor — Top Posts & Hook Analysis

PostRewrite Niche Viral Scanner

Niche Viral Scanner — Keyword-Driven Discovery

PostRewrite AI Rewrite Output

AI Rewrite — Post Draft with 3 Hook Variations

Technology

Built with best-in-class tools

n8n
Apify
Claude API (Anthropic)
LinkedIn (via Apify)
Google Sheets
Notion
HTML + JavaScript
Results

From 2-hour research loops to a 20-minute weekly workflow

20min
Weekly Time to Post
12–16
Drafts in 4 Weeks
2
Agents Running Parallel
5
Hook Types Classified
0
Manual Research Needed
~30sec
Rewrite Generation Time

Want a system like this for your business?

Book a free consultation and we'll map out your automation pipeline.

Book Free Consultation