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Social content workflow guide · By Yes AI

What AI can and cannot do for your social posts

Published 5 min read

AI writing tools can turn a job photo and a few notes into a draft caption in seconds. They can also invent a price, a suburb or a promise your business never made. This guide sets out which parts of social media work AI handles well, which need a person, and how to set up the checks between them.

Quick answer

AI tools are good at drafting captions from your own notes and photos, adapting one post for several platforms, suggesting post ideas and keeping wording consistent once rules are written down. They cannot know facts you have not given them, see a photo the way a customer will, or judge whether a post is wise to publish today. A person who knows the business needs to check every draft before it goes out.

Cabinet maker checking a draft social post on his phone against the finished joinery on his workbench

What does AI do well in social media work?

The tasks AI handles best are ones where you supply the facts and it supplies the wording. Turning a voice note about a finished job into a caption, rewriting a Facebook post as a shorter Google Business Profile update, suggesting angles for a quiet month, or matching a written style guide are all reasonable uses. It also helps with repurposing: taking one longer piece, such as a newsletter, and drafting several short posts from it. In each case the output is a draft. The time saved is in producing the first version, and the checking still takes a person.

  • Drafting captions from photos and notes you supply
  • Adapting one post for Facebook, Instagram, LinkedIn and Google Business Profile
  • Suggesting post ideas from a list of your services and seasons
  • Keeping wording consistent with a written voice guide

Where does AI get social posts wrong?

Language models predict likely wording, so they fill gaps with plausible details. In social posts that shows up as invented prices, wrong suburbs, opening hours that changed last month, claims such as 'same-day service' that nobody approved, and statistics with no source. A model can also misread a photo and describe a bathroom as finished when it shows work in progress. Tone can drift into generic marketing language that sounds unlike the business. None of this is visible unless someone compares the draft with the facts. The ACCC says a business must be able to prove any claim it advertises, however the words were produced.

What should never go into an AI tool?

Customer names, addresses, phone numbers, health details and anything from a customer's file should stay out of general AI tools. The OAIC recommends, as best practice, that organisations do not enter personal information, and particularly sensitive information, into publicly available generative AI tools. It also notes that privacy obligations apply to personal information put into an AI system and to output that contains personal information. For social posts this is rarely a constraint, since a caption about a deck repair does not need the owner's name or street. Strip identifying details from notes before they go in, and check photos for house numbers and number plates.

Who checks the drafts, and against what?

Every draft needs a check by someone who knows the facts. Australia's guidance for AI adoption says an organisation remains accountable for how and where it uses AI, and recommends testing before use, monitoring afterwards and maintaining human control. For a small business that means one named approver, a short list of checks and a record of what was approved. The approver should be someone who knows the job or the offer in each post. The checks can be the same every time:

  • Every price, date, location and service matches current facts
  • The photo shows what the caption describes
  • There is no promise about timing, availability or results
  • Anyone identifiable has agreed to appear
  • You would be comfortable reading the post to the customer involved

Should you tell people AI helped write your posts?

Platforms label some AI content themselves. Meta requires people to disclose photorealistic video or realistic-sounding audio that was digitally created or altered, and labels images when it detects industry-standard AI indicators. Those rules do not cover a caption drafted with AI and checked by a person. The government's guidance for AI adoption recommends disclosing AI use as standard practice, especially where content could meaningfully affect people or be mistaken for a human. Many businesses describe how they produce content on their website instead of in each post. Our guide on labelling AI content covers each platform's rules.

What about AI-generated images?

Generated images of your work are the riskiest use for a trade or service business. A photorealistic image of a kitchen you did not build, or a team you do not employ, misrepresents what you offer, and the ACCC lists images and descriptions of what is offered among the information that must be accurate. Generated images may also carry metadata that platforms read and label. Use real photos of real jobs, with permission, for anything that shows your work. Keep generated or stock images for clearly illustrative uses, such as a seasonal reminder graphic, and never present them as your own projects.

Which social media tasks suit AI drafting

TaskSuits AI drafting?What a person must still do
Caption from your job photo and notesYesCheck every fact and that the photo matches
Adapting a post for another platformYesCheck length, tone and any link for that platform
Post ideas for a quiet monthYesChoose ideas that fit services you actually offer
Prices, offers and availabilityNoSupply them and approve the exact wording
Replies to customer questionsDrafts only, with careAnswer from real knowledge of the job, or pass it on
Images showing your workNoUse real photos you have permission to publish
Posts during a local emergencyNoDecide whether to post at all, and pause scheduled posts

Practical checklist

  • A named person approves every AI-drafted post before it is published.
  • Prices, offers, dates and service areas come from a person, never from the tool.
  • Customer names, addresses and contact details are kept out of AI tools.
  • Every image of your work is a real photo you have permission to use.
  • There is a written list of claims drafts must not make.
  • Someone can pause scheduled posts quickly if circumstances change.
  • Corrections are recorded so later drafts improve.

Common questions

Will AI-written posts sound like everyone else's?

They can, if the tool only has a business name and a topic to work from. Drafts get closer to your voice when the tool is given examples of your own writing, the words you use and avoid, and specific facts about each job. Expect to correct drafts at the start, and add those corrections to the written voice guide so they stick.

Can AI reply to comments and messages for us?

It can draft replies, but sending them without a person reading them is risky. Customers ask about prices, timing and specific jobs, which are exactly the details AI tools invent. If you use drafted replies, have someone who knows the business check each one, and send anything about a complaint, a refund or a safety issue straight to a person.

Is it against platform rules to post AI-written captions?

The platform rules we checked focus on realistic AI images, video and audio. Meta, for example, requires disclosure for photorealistic video and realistic-sounding audio that was digitally created or altered. Captions still have to follow each platform's normal rules, and any claim in them must be accurate. Our labelling guide covers Meta, TikTok and LinkedIn in more detail.

Does using AI change who is responsible for a post?

No. The business that publishes a post is responsible for what it says, whichever tool or person drafted it. That is why the approval step matters more when drafting is automated: the person approving is the last check before a claim reaches customers. Keep a simple record of who approved each post and when.

Sources and further reading

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Plan the next step in your social content workflow

Describe the channels you use, how content is prepared and who approves it. We can discuss a practical workflow for drafts, checks and publishing. Keep customer details, account credentials and private campaign material out of this enquiry.