MCP Revenue Operations

An agentic sales team and Reddit desk that behaves like adults.

This system turns the site into a structured revenue operation: inbound lead routing, editorial Reddit distribution, offer qualification, and human-reviewed follow-up. It is built to be professional, non-spammy, and high-trust. No cold DM farms. No fake urgency. No blind autoposting.

MCP-ready orchestrationhuman approval gateslead + reddit opsprofessional guardrails
Operating model

Three desks, one command layer.

Desk 01

Router

Reads inbound leads, page intent, offer type, and source context. Assigns the next action rather than trying to close everything immediately.

Desk 02

Sales

Qualifies interest, drafts responses, routes buyers to the correct offer, and updates CRM state with explicit human review points.

Desk 03

Reddit

Acts as an editorial distribution team, not a spam bot: topic-to-subreddit fit, cadence controls, post review, and queue hygiene.

System principles

  • Only respond to real demand signals: inbound leads, relevant subreddits, or clear context fit.
  • Use drafts, queues, and approval gates instead of uncontrolled agent autonomy.
  • Measure signal quality, not vanity activity.
  • Escalate high-intent contacts to humans fast.
Open Sales DeskOpen Reddit Desk
Workflow

How it runs

Capture

Lead form, report purchase, page visit, or content signal enters the system.

Classify

Intent, offer fit, budget tier, and source quality are scored.

Draft

Agent drafts response, routing note, or Reddit post candidate.

Approve

Human approves high-impact outreach and subreddit actions.

Learn

Outcome updates pipeline stage, queue quality, and future prioritization.

Machine-readable

Agent manifest

This surface ships with a machine-readable manifest so future agents can use the same rules without inventing their own.

GET /agentic-ops.json teams: - router - sales - reddit guardrails: - no_spam - no_undisclosed_bots - human_approval_for_outbound - subreddit_fit_required - only_contextual_distribution
Open manifest
Deployment state

Connected to existing ops

  • Lead capture already exists through the current contact and work flows.
  • CRM states already exist in the admin surface.
  • Reddit queue and history already exist in the posting daemon.
  • This layer adds structure, policy, and clearer operator surfaces.
AdminReddit Queue