Powerful.           Disruptive.            Engaging.
 
 

AI Expertise — Built, Not Borrowed

We Don't Talk
About AI.
We Ship It.

While others were attending AI webinars, we were building agents, architecting systems, and running them live in the real world. Here's what a decade of distribution obsession looks like when you hand it a supercharger.

10+
Years in Distribution
6
AI Platforms Mastered
7+
Live AI Agents Built
3
Verticals Dominated
1
Rule: We Use It First

We Don't Prompt.
We Architect.

Anyone can type a prompt into ChatGPT. That's not what we do. We design multi-step AI systems — agents that intake data, make decisions, transform content, and distribute it across channels without a human in the loop.

We've spent years understanding how Claude, Manus, Claude Code, and ChatGPT actually work under the hood — their strengths, limits, and how to chain them together into something that runs like a machine.

"If we can't run it on our own business first, we don't sell it to you."

That's the rule that keeps us honest. Every system we offer to clients has already been proven in the real world — on our own brands, our own properties, our own verticals.

Webstager build team

Tools We Actually Use

Not a slide deck. Our live production toolchain.

๐Ÿค–
Claude AI
Reasoning, writing, complex agent logic
โšก
Claude Code
Agentic coding & system architecture
๐Ÿ› ๏ธ
Manus
Full-stack app & agent deployment
๐Ÿ’ฌ
ChatGPT
Conversational AI & GPT integrations
๐Ÿ”—
Custom Agents
Purpose-built pipelines & automations

We don't pick one tool and pretend it does everything. We match the right AI to the right job — and chain them together when no single tool is enough. That's what building looks like vs. dabbling.

What We've Actually Built

Every item below is a working system. Not a concept. Not a prototype. Running now.

Dealer Inventory AI

AI SEARCH AGENT

Dealer Inventory Inside ChatGPT

We built an AI agent that makes a dealership's live inventory available directly inside ChatGPT. Buyers searching conversationally get served your listings — before they ever reach your website.

  • Live inventory connected to ChatGPT's assistant layer
  • Buyers find vehicles through natural conversation
  • Works where buyers are already searching with AI
GET A DEMO →
Sales Team Social Agents

TEAM EMPOWERMENT AGENT

Sales Team Social Agents

Every salesperson has a personal following. This agent taps it. Each rep gets a personal AI agent that builds their profile, auto-generates content, and turns their individual network into a warm lead stream — at scale.

  • Personal AI agent per salesperson
  • Taps individual social following for organic reach
  • Converts personal network into qualified leads
LEARN MORE →
Video to Carousel

CONTENT REPURPOSING AGENT

Video-to-Carousel Agent

Long video in. Branded short-form carousels out. Auto-posted to Facebook, Instagram, YouTube, and TikTok. No editor. No delay. One video becomes a week of content across every platform.

  • Ingests long-form video automatically
  • Generates branded short-form carousels
  • Auto-distributes to all major social platforms
LEARN MORE →
Video Production Agent

AI VIDEO PRODUCTION

Text-to-Video Production Agent

Type a script. Upload an audio file. Get a produced video. Built for volume and speed — this agent removes the production bottleneck that keeps most businesses from ever publishing consistently.

  • Text or speech file input
  • Produces broadcast-ready video output
  • Built for high-volume, low-friction publishing
LEARN MORE →
OneBigBroadcast

DISTRIBUTION INFRASTRUCTURE

OneBigBroadcast Engine

10 years of distribution infrastructure — now AI-amplified. Create content once and watch it syndicate across search, AI answer engines, social platforms, and marketplaces automatically.

  • Multi-channel content syndication at scale
  • AI search visibility built into every publish
  • 10+ years of proven distribution architecture
VISIT ONEBIGBROADCAST →

From Problem to Production

We don't hand over slide decks. We build working systems and help you run them.

 
01

Identify the Leverage Point

We find the specific bottleneck — the thing leaking time, money, or market position — and size the opportunity before building anything.

02

Architect the System

We design the agent or automation that solves it — choosing the right AI tools, chaining them correctly, and defining the inputs, outputs, and decision logic.

03

Build and Test Live

We build in production, not theory. The first version runs against real data, real workflows, and real results — then gets refined fast.

04

Deploy and Measure

We hand over a running system — not a manual. And we track results so you know exactly what the AI is doing for your business, in numbers.

We Ran the Experiment On Ourselves.

Calm Chaos Maple Bay wasn't just a short-term rental. It was our test lab. We applied every tool in our AI and distribution arsenal — content engines, review systems, marketplace automation, storytelling frameworks, destination SEO — to a single property in Maple Bay, BC.

#1
Organically Ranked
0
Paid Ads Run
100%
System-Driven

The property went from invisible to one of the most sought-after micro-resorts in the region. Fully booked. Organically ranked. Guest-reviewed into authority. We didn't run ads. We ran systems.

"If it works for us, it'll work for you. If it doesn't, we don't sell it." — Steven Arsenault, Founder, Webstager
Read the Full Case Study →
Calm Chaos Case Study

We Pick Verticals. We Go Deep.

We don't dabble. We choose industries, build systems nobody else can replicate, and own them.

๐Ÿš—

Auto Dealers

Our deepest vertical. Manufacturer-approved. Systems running in live dealerships today.

  • Facebook Marketplace Blaster
  • Dealer Inventory AI Agent
  • Sales Team Social Agents
  • OBB Distribution Engine
๐Ÿก

Short-Term Rentals

Proven via Calm Chaos. The method is documented, repeatable, and available for your property.

  • Calm Chaos Method
  • Destination Scorecards
  • Guest Storyteller Systems
  • Review Authority Engine
โš–๏ธ

Law Firms

Turn your lawyers into discoverable experts. Authority engines that make your firm the obvious choice.

  • Law Firm Authority Engine
  • Lawyer Discovery Systems
  • AI Search Visibility
  • Content Distribution
๐Ÿข

Business & Brand

Go-to-market systems for any business that needs to win the discovery game in their space.

  • AI Visibility Systems
  • GTM Revenue Systems
  • Content-to-Pipeline Engine
  • OneBigBroadcast Syndication

Stop Learning About AI.
Start Building With It.

Bring us your bottleneck. Your leaky pipeline. The thing slowing your business down. We'll show you exactly where AI fits — and build the first version with you.