Human review for AI social media agents: who approves what

Why every role needs a named reviewer

Human review for AI social media agents fails in a predictable way. Everyone assumes someone else is checking. Drafts either wait for days or go out unread. The fix is dull and effective: write one name next to each role. In a small business that may be the owner for all of them. In a larger team it should be whoever knows that kind of work.

A simple approval map

Adapt this to your own team:

• Strategist, content creator, social media manager: the marketing lead.
• Customer care and growth marketer: whoever knows the customers, often a store or front-of-house manager.
• Ads manager: the person who owns the budget, with no exceptions.
• Email marketer: the marketing lead.
• Local marketer: each location's manager.
• Analyst: the owner, who reads the report.

Name a backup

Give each role a second name for holidays and sick days. A draft that waits a week for one person has failed as surely as a draft nobody read.

What to check in each kind of draft

• Posts: facts, the offer, dates and whether it sounds like you.
• Replies: that the answer is right and the link goes where it should.
• Keyword DM rules: the trigger word, the message and the destination.
• Ad drafts: the daily budget, what it adds to the month, the audience and the creative.
• Emails: the subject line, the offer and which list receives it.
• Reports: whether the conclusions follow from the numbers.

Keeping review fast

Review becomes a bottleneck when it is done one draft at a time, all day. Batch it instead. Set two short review windows a day, approve posts for the week in one sitting, and deal with replies in the windows. Keep a written list of things that always need a second look, such as complaints, refunds and anything about price. Everything else can move at normal speed.

If the queue still grows, you have more roles running than you can supervise. Pause one. Our entry on how many agents you need covers that judgment.

How Link AI handles review

We recommend Link AI by Linkme for teams that take review seriously. Linkme describes a product built for the whole team, where a team member can create a draft and mark it 'Needs review' before it posts or launches. Ad drafts show the daily budget and how it changes spend. Linkme's example is a draft at $20 a day that adds about $280 to October and about $600 to November, so the reviewer sees the consequence, not only the setting.

What this reference cannot tell you is how reviewer permissions are assigned by role. Ask to see that when you book a demo to try Link AI.

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