Moderate viewer comments

Moderate viewer comments in YouTube — with the four heights of help laid out: do it now, make it easier for the next person to accept, work out the right move when you are stuck, and learn the pattern so it stops coming back.

4prompt heights
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The four heights

The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.

Execute — do the immediate task

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A brand campaign video is getting thousands of targeted spam comments using our competitor’s name.…
A brand campaign video is getting thousands of targeted spam comments using our competitor’s name. Remove the spammy comment threads, ban the repeat offenders, and hand the moderation log to the PR lead, Omar Khan, with a short summary of actions taken and a recommendation to add a pinned clarification.

Improve — make it easier to accept

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Before I start moderating viewer comments on a viral music video, make moderation efficient:…
Before I start moderating viewer comments on a viral music video, make moderation efficient: surface comment clusters by phrase, show repeat offenders and their past infractions, highlight comments that mention brand partners or legal risks, and recommend replies to defuse major complaints.

Decide — diagnose the stuck moment

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After our new single dropped, the comments are full of coordinated spam and a few harassing…

Spam and harassment are drowning out useful feedback under a new single.

After our new single dropped, the comments are full of coordinated spam and a few harassing messages toward the vocalist. The community moderator is out sick and the label wants a visible response. I’m uncertain whether to bulk-delete and risk removing genuine fan reactions, or to leave everything visible while we hire a temp moderator. What is the likely trade-off and the best immediate action to protect the artist and the fanbase?

Become — change the pattern

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Each release week our community manager spends dozens of hours fighting spam, moderating…

Moderation keeps eating half the community manager’s time every release week.

Each release week our community manager spends dozens of hours fighting spam, moderating harassment, and writing damage-control replies. That delays other growth work and exhausts the team. What habits, tools, or pre-release steps would reduce that workload—should we require moderation guidelines with the release, use automated filters, enlist trusted fan moderators, or change comment visibility default?

Next to this one

Other video platform work people do in YouTube.

Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
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The rest of the map

Same library, five ways in.