Research
Signal Scout
Autonomous agents research your topic, niche and what's trending right now — so every piece starts from what's actually working, not a guess.
Stop posting. Start orchestrating.
DistroMachina is an autonomous AI agent system that researches your topic, decides the best channels and formats, repurposes everything natively, and publishes across every platform — on autopilot. One idea in, a full week of native content out.
Native to every platform · On-brand by default · You set the guardrails
Research → Strategize → Repurpose → Publish → Learn ↺
01 The thesis
You're not a distribution pipeline. So stop being one.
A single podcast becomes a thread, a carousel, three clips and a newsletter — all by hand, across a dozen tabs. That's not strategy, it's manual labor. DistroMachina runs the whole distribution loop with autonomous agents: you set the direction, the machine does the reach.
The repurposing tax is over. research → strategize → repurpose → publish → learn, on a loop.
02 How it works
Four moves. Then it runs on its own.
No 40-tab workflow. Drop something in, point it at a goal, and the agents take over.
01
Drop it in
A URL, a podcast, a video, or just an idea. DistroMachina takes any source — or a goal in plain English.
02
Agents plan
They research trends, pick the channels and formats, and map a full distribution strategy for the asset.
03
It repurposes
One source becomes a native set for every platform — each piece rewritten for its audience, in your voice.
04
It ships & learns
Publishes at peak times across every channel, then feeds the results back into the next round. Autopilot or approval-gated.
03 Inside the machine
A team of agents. One distribution loop.
Each agent owns a step — research, strategy, repurposing, publishing — and feeds the next. The loop compounds.
Strategy
Channel Brain
Decides the right platforms, formats and angles for each idea — instead of blasting the same post everywhere and hoping it lands.
Repurpose
Shapeshifter
Turns one asset — a video, podcast, blog or release — into platform-native threads, carousels, clips and newsletters. Rewritten for each audience, never just resized.
Brand voice
Voiceprint
Learns your voice once from your existing content, then keeps every output unmistakably on-brand across every channel. No flat, generic AI copy.
Publishing
Autopilot Publish
Schedules and ships to every connected platform at the moment your audience is most active — hands-off, around the clock, in every timezone.
Optimization
Feedback Loop
Reads performance after every post and feeds the wins back into the next batch. A distribution engine that gets measurably smarter while you sleep.
Control
Approve or Autopilot
Run fully autonomous, or keep a one-tap approval gate before anything goes live. Per channel. Reversible anytime. You always set the guardrails.
Analytics
Mission Control
One dashboard for cross-platform performance — with the why behind every result, not just the numbers. See what to do next, in plain English.
04 You stay in control
Slide the autonomy as trust grows.
Start with the machine asking permission for everything. End with it self-driving your whole distribution. Per channel. Reversible anytime.
01
Draft It proposes, you approve everything
02
Copilot It drafts, you edit and ship
03
Autopilot It ships, you set the guardrails
04
Self-Driving It runs the whole loop, you steer
Draft
The agents research and draft every piece, then wait. Nothing leaves your review queue without an explicit green light from you.
Machine Research the topic
Machine Draft for each channel
You Publish
05 Everywhere your audience is
One source. Every platform. Natively formatted.
DistroMachina speaks each platform's native format — not the same file cross-posted everywhere.
X Instagram YouTube LinkedIn TikTok Threads Facebook Bluesky Newsletter Blog & RSS
+ more channels shipping every month · API & webhooks for the rest
06 Built for
From a one-person studio to a multi-client agency.
The same engine scales from your first channel to dozens of brand voices.
Solo creators & founders
Podcasters, YouTubers and build-in-public founders who need to be everywhere, every day — without hiring a team or burning nights on repurposing.
→ be everywhere, hands-free
Lean marketing teams
In-house marketers and small growth teams who want to 3× output and hold a consistent multi-channel presence — on-brand, without 3× the headcount.
→ more output, same team
Agencies
Teams running distribution for many clients who need to scale across dozens of accounts and brand voices — with approval workflows and per-client reporting.
→ scale across clients
1 → ∞
One idea in, content out everywhere
10+
Platforms, natively formatted
24/7
The agents never sleep
4
Autonomy levels, per channel
Early access · 2026
Put your distribution on autopilot.
DistroMachina is being built in public. Join the waitlist to be first in line for early access.