Why AI social media tools get brand facts wrong, and how to fix it
AI writing tools are fluent and confident, which is exactly the problem. Ask one to promote your product and it will happily invent a delivery window, a discount or a customer count.
7 min read · Brand Kit
A social post is a public statement about your business. Customers screenshot it, quote it back to your support team and hold you to it. Every factual line in a post needs to trace back to something you can stand behind.
Three ways AI gets brand facts wrong
1. Invented specifics
Numbers are the first thing to drift. Free delivery appears where there is none, a two-year guarantee becomes five, and a founding date moves by a decade. Language models are trained to produce plausible text, and a plausible number is not the same as your number.
2. Facts that were true once
Offers end, prices change and opening hours move for the holidays. A tool that learned your brand once, from a document or a long prompt, keeps using the old version long after it stopped being true. The post reads well and quotes last season's sale.
3. Claims nobody approved
Some statements need a decision as well as a source: "the best in town", "clinically proven", "carbon neutral". Even if a page somewhere says it, someone in the business should decide whether social posts may repeat it.
What a brand fact needs
The fix is not better prompting. It is a source requirement. Before a tool can state something about your business, the fact behind it should have four properties:
- It comes from a source you control, like your website or a document you uploaded.
- You can see the exact page or document it came from.
- Someone approved it for use in posts.
- Change or remove it once and every new draft follows.
Everything else is a guess in a confident tone.
How PQZ handles brand facts
PQZ builds a Brand Kit from your website with the website scan. Every fact it finds arrives as pending, with the page it came from. You approve, edit or reject each one. Only approved facts are used in posts, replies and ads.
When a draft needs a fact you have not approved, PQZ asks you instead of writing one. When an offer ends, you update or remove the fact once, and every new draft from Content Autopilot, Social Inbox and Create Ad uses the change.
A simple checklist for any AI social tool
- Can it show where each fact in a post came from?
- Can you approve or reject facts before they are used?
- When you change a fact, do new drafts use the change straight away?
- Does it ask when a fact is missing, or does it guess?
- Does a person approve each post before it goes live?
If the answer to any of these is no, plan for someone to check every post by hand, and count that time as part of the tool's cost.
PQZ answers yes to all five. Every post waits in Approvals by default, so a person always has the last word.
What to do this week
- List the ten facts customers ask about most: prices, delivery, returns, hours, guarantees.
- Check that each one is written on your website, in the words you want used.
- Remove or update anything out of date before you let any tool read the site.
- Decide which claims need approval, and who approves them.
