Your AI coworker team. Works where you work.
A team of specialist AI coworkers — analysts, strategists, optimizers, researchers — operated from inside Claude Cowork, ChatGPT Codex, and Manus. Not another dashboard. Not another login. A team.
the workspaces
your team uses
Claude Cowork 
ChatGPT Codex 
Manus Plain English in Claude Cowork. A function call in ChatGPT Codex. An autonomous run in Manus. Same coworkers. Same MCP surface. Same results.
Coworkers who tell you what's happening.
The analysts and researchers on your team. They watch every signal, every platform, every competitor — and surface what matters before you ask.
Visibility Analyst
Measures how every AI platform sees your store. Surfaces detection, recommendation, and citation gaps before they cost a sale.
Competitive Intel Researcher
Audits rivals on a schedule. Returns positioning gaps, differentiation opportunities, and ranked competitive moves.
Reporting Analyst
Turns raw analytics into a narrative. AI-powered weekly briefs with what changed, why, and the next-step recommendations.
CMO Briefing Agent
Executive-grade revenue, ROAS, agentic traffic, and competitive positioning — narrated, not buried in a dashboard.
Coworkers who turn signal into revenue.
The strategists and activators. They run experiments, build audiences, and tune the learning loop so every interaction compounds.
A/B Test Strategist
Designs and runs Thompson Sampling tests across answer variants. Picks winners continuously, with statistical guardrails.
Audience Activator
Builds high-intent audiences from real agent shopping behavior. Activates straight into Meta, Google, TikTok pixels.
Learning Loop Tuner
Tunes variant selection and platform preferences. Catches drift early, keeps the bandit on the right hill.
Coworkers who shape what agents see.
The optimizers and auditors. They make sure your content is structured, honest, and machine-legible — page by page, schema by schema.
Content Optimizer
Finds quick wins in product copy, schema, and structured data. Surfaces the changes that move recommendation rate.
Discovery Optimizer
Tunes llms.txt and the agent-capabilities manifest so every AI platform finds the right entry point first.
Honesty Auditor
Verifies content quality and ecommerce compliance. Flags cherry-picking, specificity asymmetry, JSON-LD scope mismatches.
Coworkers who keep the lights on.
The troubleshooters, diagnosticians, and onboarding specialists. They diagnose, fix, and ship — without an engineering ticket.
Integration Troubleshooter
Diagnoses connector sync issues, JSON-LD validation errors, product-feed mismatches. Hands you the patch, not just the problem.
Support Diagnostician
Investigates alerts and error logs end-to-end. Roots out the cause, not the symptom.
Onboarding Specialist
Domain verification, first content sync, discovery setup. Gets new tenants live without engineering tickets.
Five coworkers who can see.
Vision-capable specialists powered by Claude Opus and Cloudflare Browser Rendering. They look at your store, your competitors, your dashboards — and return structured findings. Available on Autonomous Analyst and Enterprise tiers.
Walks every page of your store. Returns a prioritized list of layout, copy, JSON-LD, and trust-signal fixes — page by page.
Captures and reads your declared competitors visually + structurally. Returns a positioning matrix and ranked opportunities.
Drop in a GA4, Shopify Admin, or Meta Ads screenshot. Extracts metrics, dimensions, and surfaces three insight hypotheses.
Inspects every product image across your catalog for brand consistency, alt-text gaps, missing lifestyle shots.
Replays the screening-call transcript of how AI agents actually experience your site, narrated from real bandit history.
Works where you work.
One team, three native workspaces. Ask in chat, call from code, or hand off the whole job — the same coworkers and the same MCP surface answer in all three.
Open Claude Cowork and ask in plain English — your coworker pulls the data, runs the analysis, and returns the answer with the next step already framed.
Call the same coworkers from ChatGPT Codex — same MCP surface, wired into your existing pipelines, from overnight Slack briefs to schema patches as PRs.
Hand Manus the whole task — your coworkers plan, execute, and report back autonomously, with every run approval-gated and reversible.
Let your team optimize while you sleep.
Schema Enhancement Autopilot drafts JSON-LD improvements overnight. JSON-LD is invisible metadata — purely additive, instantly reversible, never changes what a human sees. Your approval ships it live.
That's the safety frame. From there: variant tests, audience builds, llms.txt optimizations, integration PRs — all drafted by autonomous coworkers, all gated behind your approval, all reversible.
Proposes
Every autonomous workflow produces a draft artifact — never silently applied. You see exactly what will change before anything ships.
You approve
Explicit approval gates. Every action logged. Every approver named. The audit trail is complete, exportable, and immutable.
Rolls back
Two-phase commit on every mutation. Kill switch per workflow. If a change misbehaves, you revert to the prior state in one click.
Real mornings, real wins.
Day-in-the-life scenarios, not theoretical capability. Each one names the coworkers, the stakeholder, and what shifted — all on the Autonomous Analyst tier with full safety rails.
Two rivals ran a comparison campaign, one rebuilt their JSON-LD, and your visibility slipped two points on Gemini — nobody was looking. The old way is three days of spreadsheet work, and by then the window is gone.
Your GA4 looks off — something shifted yesterday. Instead of two hours of clicking through explore reports, you screenshot it, drop it in Claude Cowork, and ask.
Two thousand product pages — a handful world-class, most with inconsistent JSON-LD, missing alt-text, or thin copy that agents skim. You're not manually auditing two thousand URLs.
A team that gets to work the day you hire them.
No setup sprints. No multi-quarter rollouts. Connect your store, point your team at Claude Cowork, ChatGPT Codex, or Manus, and your coworkers start delivering in the first session.