C
Can you drop timestamps for each chapter?
AI draft · brand voiceYes — timestamps are now pinned in the description. Chapter 3 starts at 08:42.
QuestionReply suggested in 14s
Comment operations workspace · v2.6
Run every
comment queue from one
command surface
Comment Command brings YouTube, Instagram, reports, automation ops, and operator workflow into one workspace so teams can triage, respond, and learn without stitching tools together.
Operating forWarhouse Clips · OpRwatch · Aeternum · CreatorLab · NextHour
W
This OPR recap was actually useful, post more builds.
PraiseAssigned to social lead
N
The audio pops at 02:17 and 04:02, can you fix?
ComplaintEscalated to issue board
O
Can your team reply from one place or is it still separate tools?
QuestionReply workflow foundation
A
Where were you? I waited all week for the war POV.
QuestionDraft reply generated
Platform runway
One workspace, three platform lanes.
One operating model, with platform-native controls and honest rollout boundaries.
Live now
YouTube
Run full video-based comment operations with labels, drafts, pinned replies, exports, and reports.
- Live inbox and video detail workflows
- Pinned reply and activity scoped per video
- Moderation, labels, reports, and exports
Live
Connect Instagram Business or Creator accounts, sync comments, draft replies, post replies, delete comments, and coordinate work across the team.
- Comment sync, media preview, and inbox shell
- Reply draft, reply post, delete, assign, take, and notes
- Production-safe reconnect and rate-limit handling
Add-on
X Add-on
Keep X optional. When enabled, it unlocks account connection, sync shell, inbox shell, reply workflow foundation, and operator handoff tools.
- Not bundled by default
- Connect, sync shell, inbox shell, and draft/post reply foundation
- Held behind entitlement until demand justifies deeper rollout
Operating model
The product works in four moves.
The queue stays familiar while each action keeps the right content and platform context.
Connect
Bring channels and accounts into one workspace with platform-aware access control.
Understand
Read comment intent in context with content title, thread history, labels, and sentiment.
Respond
Generate replies that match the post, comment, and language instead of generic support copy.
Operate
Assign, take, note, export, and report across the team without losing thread ownership.
Interface
Everything you need to go from noise to clarity.
Powerful features designed to handle scale without losing the personal touch.
Topic Clustering
Groups similar YouTube comments to reveal recurring topics and pain points.
Smart Labeling
Automatically tags comments as Praise, Complaint, Question, Request, or Spam.
Reply Copilot
Drafts on-brand replies for top questions so you can respond in minutes.
Pinned Reply Ideas
Suggests a pinned comment that highlights the most active discussion.
Exports & Reports
Export CSV reports with labels, summaries, and drafts for stakeholders.
Quota Guardrails
Track API usage and plan limits before you hit throttles.
Command surfaces
The product now works as one connected workspace
Inbox execution, reports, automations, and exports are first-class parts of the app, so the homepage should describe the whole system instead of one narrow use case.
Execute / 01
Unified inbox
Review live threads, apply labels, assign owners, draft replies, and take supported platform actions from one queue.
- Platform-aware inbox shells
- Labels, notes, assignment, and reply assist
- Native actions where the platform allows them
Learn / 02
Reports and signal review
Track weekly summaries, anomaly watch, top items, and platform snapshots without rebuilding the story in spreadsheets.
- Weekly report snapshots
- Platform-specific top items and trends
- Downloadable report handoff
Scale / 03
Automation Ops
Turn on curated moderation, routing, reply assist, and alert templates with conservative safety controls.
- Review-first or auto-execute modes
- Template library instead of fragile custom rules
- Execution logs and scheduled runs
Share / 04
Exports and handoff
Move clean data into CSV, report files, and operator-ready artifacts whenever the workflow needs an outside handoff.
- CSV and report export flows
- Client, analyst, and operator handoff
- Keeps insights usable outside the inbox
Guides and proof
Keep the public library, but make it secondary to the product
Those products already prove there is demand for a shared social inbox. Comment Command focuses on where comment ops teams still hit friction: deeper YouTube context, execution-first Instagram handling, and a more deliberate X rollout.
Case Study: YouTube Comment Operations
Review a real workflow that reduced daily comment triage time and improved response quality.
View page →Best YouTube Comment Management Tool
A buyer guide for teams comparing moderation, analysis, and reply workflow software.
View page →Instagram comment workflow lane
See why operator-first teams need synced comments, media preview, reply and delete actions, assignment, and notes in one lane instead of a generic shared inbox.
See workflow →Instagram team handoff and reply control
Explore the execution model behind draft and post reply, teammate notes, and safer queue ownership for busy Instagram surfaces.
See workflow →X add-on rollout model
Compare the X lane against suites that bundle X or hide it behind paid add-ons, then see why keeping X explicit protects cost and queue complexity.
See lane →When X should stay optional
Use the commercial-safe rollout model when the team needs X mentions and reply coverage without forcing every workspace to absorb the extra lane.
See pricing →Pricing Matrix
Simple, transparent pricing.
Fetching plan limits and pricing.
X Add-on
X stays intentionally separate from the default rollout. Turn it on when the workspace needs an extra lane without forcing every team into X-specific API cost and operational complexity.
FAQ
Common Questions
The operating model, supported platforms, and handoff paths — without vague product language.
Which platforms are supported right now?
YouTube is fully live. Instagram already supports real inbox work, reply draft/post, delete, and team handoff. X stays available as an optional add-on so teams can enable it intentionally.
What can Automation Ops do today?
Automation Ops covers curated moderation, routing, reply assist, and alert workflows. Teams can review suggestions first and then enable stronger actions where they trust the workflow.
Can I export reports and hand data off to the team?
Yes. Reports and exports are part of the operating model, so you can move labeled conversations, summaries, and snapshots into files for clients, analysts, and internal operators.
How do permissions and team workflow work?
Workspaces support role-based access, platform-aware surfaces, assignment, notes, and operator handoff. Owners and admins can tune platform access and automations while the rest of the team focuses on queue execution.
AI transparency
AI assists the operator; the workspace keeps the context.
Comment Command uses OpenAI APIs for labeling, reply drafts, and semantic analytics. Connected workspace data is processed only to provide requested product features.
Queue ready
Stop tab-hopping. Start operating.
Bring the first channel in, review a real queue, and decide what deserves a reply.