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AI Agents · Content

Content AI Agents. A marketing team that never sleeps.

In 2026, B2B buying decisions are made on LinkedIn before any sales call. Companies that win compound their authority weekly. We build a content engine that listens to what's working, drafts in your voice, designs the visuals, schedules across platforms, and reports what's driving pipeline - without a full-time content hire.

Agents in stack8 agents
Build time7–10 days
Avg. follower growth+3.4× per quarter
Platform priorityLinkedIn → IG → X → Newsletter
[ 001 ]Platform priority · LinkedIn-first, then everywhere else

Four platforms. One voice.

We build LinkedIn-first because that's where B2B buyers actually decide. Then we extend to wherever your audience already lives.

· 01
LinkedIn

Primary platform. Where decision-makers see your thinking before your SDR ever shows up. Weekly cadence, post + carousel + comment engagement.

Highest priority
· 02
Instagram

Visual-first repurposing. Your best LinkedIn carousels become Instagram carousels. Reaches founders and operators who don't live on LinkedIn.

Secondary
· 03
X / Twitter

Short-form distribution. Your strongest takes get atomized into threads and standalone posts. Adjacent audience, lower-effort cadence.

Tertiary
· 04
Newsletter

Long-form authority. Top-performing content gets repurposed and expanded for your owned distribution. The list compounds outside any algorithm.

Quarterly
[ 002 ]The content stack · 8 agents in production

Eight agents. One author.

Each agent owns one job in the content lifecycle. Together, they replace a 3-person content + design + community team.

i
AGENT 01 · LISTEN
Data Listener

Monitors trending topics, competitor content, industry news, and engagement patterns across LinkedIn, X, and substacks. Identifies what's resonating with your ICP right now - not what worked six months ago.

24/7
Monitoring
ii
AGENT 02 · STRATEGIZE
Topic Strategist

Takes the listening data and generates a weekly content calendar aligned with your positioning, offers, and ICP. Prioritizes topics that attract buyers, not vanity engagement.

Weekly
Calendar drop
iii
AGENT 03 · DRAFT
Voice Drafter

Writes posts in your authentic voice - trained on your existing content, your pitch deck, your positioning doc, and your tone. Not generic AI sludge. Sounds like you wrote it on a flight.

5–10
Drafts/week
iv
AGENT 04 · DESIGN
Visual Creator

Generates branded graphics, carousels, and infographics to accompany posts. Maintains visual consistency with your brand identity - same type, same palette, same energy.

On-brand
Every asset
v
AGENT 05 · SCHEDULE
Scheduler & Publisher

Stages content for review (or auto-publishes if you approve in the queue), manages optimal posting times by audience timezone, and cross-posts to secondary platforms with format adaptation.

Multi-platform
Cross-posted
vi
AGENT 06 · ANALYZE
Performance Tracker

Monitors engagement, follower growth, profile visits, and inbound lead attribution. Reports which content types are driving ICP engagement and pipeline - not just likes.

Pipeline
Attribution
vii
AGENT 07 · ENGAGE
Comment Engager

Surfaces comments worth a reply (high-intent prospects, ICP accounts, peers in your space). Drafts responses in your voice. You approve, it ships. Your engagement rate goes up without your time going down.

+3.4×
Reach
viii
AGENT 08 · REPURPOSE
Newsletter Atelier

Repurposes top-performing content into newsletter formats. Your list grows on autopilot. Long-form follows your best short-form - never the other way around.

10×
Output reuse

Monitors trending topics, competitor content, industry news, and engagement patterns across LinkedIn, X, and substacks. Identifies what's resonating with your ICP right now - not what worked six months ago.

24/7Monitoring

See drafts in your voice, on the first call.

↳ Free Content template demo · 30 min · No prep required
Book a call
[ 003 ]The voice problem · Why most AI content fails

Generic AI content is worse than no content.

i · The data
We train on your corpus

Your existing posts, blog, deck, podcast transcripts, and any internal writing you'll share. The agent learns your specific cadence, vocabulary, and pet phrases.

ii · The prompts
Custom system prompts

Not a template. Each agent gets a hand-written system prompt with your positioning, your taboos, your formatting rules, and 20+ in-voice examples.

iii · The loop
You correct, it learns

First two weeks are calibration. Every edit you make gets fed back into the model so the voice tightens. By week three, drafts ship as-is most days.

Your existing posts, blog, deck, podcast transcripts, and any internal writing you'll share. The agent learns your specific cadence, vocabulary, and pet phrases.

[ 004 ]The numbers · Avg. across content clients

What the content stack actually delivers.

12-month averages across SaaS clients on the Content Engine. Pipeline attribution measured via UTM and self-reported lead source.

30M+
Organic LinkedIn views
+3.4×
Follower growth/quarter
47%
Inbound from content
5–10
Posts shipped/week
[ 005 ]Continue · Related agent stacks

Three more agent stacks we ship.

[ 01 ] Outbound + signal
GTM AI Agents

Signal-based prospecting, automated enrichment, hyper-personalized outreach.

Read deep dive
[ 03 ] Internal + execution
Internal Ops Agents

Company Brain, custom automations, knowledge capture, meeting intelligence.

Read deep dive
[ 04 ] Simple builds
AI Automation

Simple, focused automations at the lowest entry price. One workflow, shipped in days.

Read deep dive
[ 006 ]The next move

Build your
content
authority on autopilot.

Drop your email. We'll send The Custom Agent Blueprint showing what we'd build first for a content motion like yours.

↳ Or skip ahead · book a call