ChatGPT for small business social media: prompts and limits

Where ChatGPT really saves a business owner time on social media, five prompts that work because you give them the facts, and the lines you should never cross.

By the You Snap We Post team4 min read

In this article
  1. What it does well
  2. What it cannot do
  3. Five prompts that work
  4. Lines you should not cross
  5. A 20-minute weekly routine
  6. When you would rather not do it at all

ChatGPT is a good first-draft machine for social media: captions, post ideas, replies to common questions and rewrites in a friendlier tone. It is a poor source of facts about your business, it cannot take a single photo, and it can be confidently wrong. Used with your own facts and a quick read before posting, it saves real time. Used as an autopilot, it fills your feed with posts that sound like everybody else's.

What it does well

  • Turning notes into a caption. You know what happened today. It can shape "new fall menu, pumpkin bread back, open till 6" into three clean sentences.
  • Giving you options. Five versions of one caption, from short and dry to warm and chatty, and you pick the one that sounds like you.
  • Planning a month. A list of post ideas for a hair salon in March, sorted by week, is a fair starting point you then trim.
  • Rewriting. Shorter, simpler, without jargon, or in Spanish for part of your customers, as long as someone who speaks it checks the result.

What it cannot do

It does not know your prices, your hours, your staff or what happened at your shop this week, unless you tell it. When it does not know, it may fill the gap. OpenAI's own help center says that, like any language model, ChatGPT "can produce incorrect or misleading outputs", and that the model may sound highly confident even when the answer is wrong.

So treat every fact in a draft as unchecked: a date, a price, a claim about a product, a statistic. If you did not put it in the prompt, check it or cut it.

It also cannot see your business. The photo of your actual counter, your actual team and your actual work is still the part customers stop for, and no prompt replaces it.

Five prompts that work

Each one works because it hands over the facts first and asks for very little:

  1. The caption: "Write a 2-sentence Instagram caption for a photo of our new pumpkin bread. Facts: back on the menu from today, $4 a slice, open 7 to 6. Friendly, no hashtags, no emojis."
  2. The variations: "Give me 5 versions of this caption, from shortest to warmest: [your caption]."
  3. The month of ideas: "List 12 post ideas for a small hair salon in April that I can shoot on my phone in under 5 minutes each. No holidays I would need to buy decorations for."
  4. The reply: "A customer asked in a comment if we take walk-ins. We do, Tuesday to Friday before 3 PM. Write a short, friendly reply."
  5. The plain-English pass: "Rewrite this so a 12-year-old would understand it, and keep it under 40 words: [your text]."

Notice what is missing: "write a viral post". Vague prompts get generic posts.

Lines you should not cross

  • Never use it to write reviews. The Federal Trade Commission's rule on fake reviews, announced in August 2024, bans reviews that misrepresent who wrote them, including ones generated by AI. That covers reviews of your own business written by a tool and posted as if a customer wrote them.
  • Be careful with realistic AI images and video. Meta asks people to disclose when they post photorealistic video or realistic-sounding audio that was digitally created or altered, and it may label or penalize content that should have been labeled. A real photo of your real product is safer, and it is more convincing anyway.
  • Do not paste private information. Customer names, phone numbers and anything from a client file stay out of the chat window.

A 20-minute weekly routine

  1. Take your photos during the week, as things happen.
  2. On one set day, write one line of facts per photo.
  3. Paste the facts into ChatGPT with prompt 1, pick the version you like, and fix anything that is not quite true.
  4. Read each caption out loud. If it does not sound like you, change it until it does.
  5. Schedule the posts, so the week takes care of itself.

If you are still deciding how often to post in the first place, our simple social media plan for a small business covers the rhythm.

When you would rather not do it at all

A tool can write the words, but someone still has to choose the photos, edit them, write captions that are true, post on schedule and keep going in the busiest month. That someone can be us: you send photos from your phone, we make the posts, and you approve each one before it goes out. If the routine above already works for you, keep it. If it keeps slipping, see what our plans include on the pricing page.

Where the facts come from

  1. OpenAI Help Center: Does ChatGPT tell the truth?
  2. FTC: Federal Trade Commission Announces Final Rule Banning Fake Reviews and Testimonials (August 2024)
  3. Meta: Labeling AI-Generated Images on Facebook, Instagram and Threads (February 2024)

Prices and buttons change. We checked everything above on the day this article was written.

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