TARGETING CONTENT // FREE LIVE DEMO
Content Repurposer Agent
One good piece of content dies on one platform instead of being reshaped for the three or four places the audience actually is.
WHAT IS CONTENT REPURPOSER AGENT?
An AI content repurposing agent turns one piece of long-form content into platform-native versions — a LinkedIn post, a tweet-thread outline, and a short-form video script — each rebuilt for how that specific platform is actually read, not just trimmed down from the original.
HOW IT WORKS
The agent is explicitly instructed not to just shorten the source text, because a shortened blog post reads like a shortened blog post on every platform — flat and generic. Instead it extracts the single strongest insight from the source and rebuilds the delivery for each platform's actual reading pattern: LinkedIn rewards a professional narrative arc, X/Twitter rewards a punchy multi-beat thread, and short-form video needs a hook in the first three seconds or it's skipped.
All three outputs carry the same core number or insight, which is intentional — repurposing isn't about generating unrelated content, it's about maximising the reach of one genuinely good idea across the channels an audience actually uses.
You are a content repurposing specialist. Given one piece of source content, extract the single strongest insight and reshape it three ways: a LinkedIn post (professional register, no hashtag spam), a tweet/X thread outline (5-6 punchy beats), and a 30-45 second short-form video script (hook, body, CTA). Do not just shorten the source text — reshape it for how each platform is actually read. Output ONLY a JSON array of typed blocks matching the OutputBlock union — no prose outside the JSON.USE CASES
One case study, three channels
Publish a client win once as a blog post, then repurpose it into LinkedIn, X and short-form video without three separate writing sessions.
Founder thought-leadership at volume
A founder writes one long-form post a week and gets a week's worth of social content from it instead of starting from a blank page daily.
Agency content retainers
Agencies repurpose each client's monthly report or case study into their full social content calendar automatically.
Webinar and podcast follow-up
Turn a webinar recording transcript into the social posts and clips that promote it, instead of letting the recording sit unused.
RESULTS & BENCHMARKS
Repurposing time per piece
projected (modeled)
Formats generated per source
projected (modeled)
LIVE DEMO
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FAQ
Common questions
Does it just shorten my content for each platform?
No — it's specifically prompted to reshape the delivery for each platform's reading pattern (narrative for LinkedIn, punchy beats for X, a hook-first script for video), not just trim word count.
How many formats does one run produce?
Three by default in this demo — a LinkedIn post, a tweet-thread outline, and a short-form video script — all carrying the same core insight from your source content.
What source content works best?
Anything with one strong, extractable insight — a case study, a blog post, or a newsletter — works better than generic filler content with no clear takeaway.
RELATED AGENTS
Content Curator Agent
Content teams spend hours scanning sources for share-worthy material instead of actually writing.
LinkedIn Content Engine Agent
Founders know LinkedIn matters but can't sustain a consistent, non-cringe posting rhythm alongside everything else.
Social Media Agent
Running a consistent social presence across platforms takes a dedicated person most small teams can't afford.
Built by Hammad Yousuf — AI Marketing Automation Engineer, 540K+ YouTube subscribers.
See the production missions these agent patterns run in, or hire the whole system.