---
title: "Keep Your AI's Brand Memory Accurate"
description: "A fact register, a correction log and a 15-minute monthly review that keep the facts your AI tool knows about your business correct, dated and expiring."
url: "https://keepsposted.buildverse.dev/blog/ai-brand-memory-keep-facts-accurate/"
image: "https://keepsposted.buildverse.dev/images/blog/ai-brand-memory-keep-facts-accurate.webp"
published: "2026-11-12"
updated: "2026-11-12"
category: "Playbooks"
---

# Keep Your AI's Brand Memory Accurate

*Playbooks · Published 2026-11-12 · Updated 2026-11-12 · 8 min read · KeepsPosted editorial team*

A fact register, a correction log and a 15-minute monthly review that keep the facts your AI tool knows about your business correct, dated and expiring.

Your AI tool remembers two kinds of things about your business: how you like to sound, and what is true. The first changes slowly and rarely does harm. The second changes all the time, and when it goes stale it goes out in public under your name.

This playbook gives you three tools to keep the facts side honest: a fact register, a correction log and a 15-minute monthly review. It is not a voice guide. For tone and wording, see [Write Captions That Sound Like Your Business](https://keepsposted.buildverse.dev/blog/write-social-media-captions-in-your-own-voice/).

## How a two-week offer becomes a permanent fact

Example: a pizzeria called Forno 9 (invented) runs a two-for-one offer on Tuesdays in October. Here is how a helpful tool can turn it into a standing promise.

*An example timeline*

| When | What happens | What the tool learns |
| --- | --- | --- |
| 1 October | The owner approves a caption: "Two-for-one pizzas every Tuesday in October." | This caption is good. It may keep it as an example of the brand's style |
| 8 and 15 October | Two more approved posts mention the Tuesday offer | Tuesdays and two-for-one appear together often. It looks like a pattern |
| 28 October | The owner edits a draft from "pizza night" to "two-for-one Tuesday" | An edit in favor of the offer. The pattern looks stronger |
| 4 November | A new draft says "Don't forget our two-for-one Tuesdays" | Nothing new. It is repeating what it saw approved |
| 5 November | The owner spots the draft by chance and rejects it | Almost nothing, unless someone records that the offer has ended |

Nobody made a mistake on any single day. The problem is that "in October" lived inside the caption, not as an end date the tool could see. Approval taught it the wording and, by accident, the fact.

## How AI tools learn about your business

Products differ, but most AI writing tools build up knowledge about a business in some mix of these ways.

- **A written profile or playbook.** Notes you or the tool write: what you sell, your tone, words to avoid. You can usually read and edit it.
- **Examples.** Past posts or approved drafts that the tool shows the model as models to follow. Examples carry facts along with style.
- **Edits.** When you change a draft, some tools store the change or summarise it into a rule, such as "shorter sentences" or "say 'guests', not 'customers'".
- **Approvals and rejections.** An approval says "this is good". A rejection says "not this", but often without saying why.

None of these channels knows which parts of a post are style and which are facts with a shelf life. The model fills gaps with plausible text. The US National Institute of Standards and Technology calls this confabulation: confidently stated content that is wrong. A tool that has seen ten posts about a Tuesday offer will write an eleventh unless something tells it the offer is over.

> **What to ask your tool:** Can I see everything it has stored about my business? Can I edit or delete a single item? Do offers and events have end dates it respects? Does approving a post change what it treats as fact? If the answer to any of these is unclear, keep facts out of its memory and give them per post.

## Keep preferences and facts apart

The single most useful habit is to store these two kinds of memory separately, and to treat them differently.

*Two kinds of brand memory*

| Aspect | Durable preferences | Facts with an expiry |
| --- | --- | --- |
| Examples | Tone, sentence length, emoji use, sign-off, never-say words, topics you avoid | Prices, opening hours, offers, events, menu or service list, staff names, booking link, address |
| How often they change | A few times a year | Weekly to monthly |
| What happens if stale | A post sounds a bit off | A guest turns up for something that is not there |
| Who can change them | Owner or the person who writes most posts | The named owner of that fact |
| Learned from edits? | Yes, carefully | No. Changed only in the register |
| Needs an expiry date? | No | Yes, or a review date |

If your voice notes are thin, build them from your own history first: [Audit Your Last 30 Posts](https://keepsposted.buildverse.dev/blog/audit-your-past-posts-to-find-your-voice/) finds both the voice and the facts that are already out of date.

## The fact register

A fact register is one table that lists every fact your posts may use. A spreadsheet is enough. Six columns do the work.

**Fact register: one row per fact**

Copy these column headings into a spreadsheet.

- **Fact:** The exact wording you want used, such as "Open Tue to Sun, 12 to 10 p.m."
- **Source:** Where the truth lives: menu, booking system, door sign, Google Business Profile, contract
- **Owner:** The one person who confirms it. A name, not a team
- **Confirmed on:** The date that person last checked it against the source
- **Expires:** The date it stops being true, or a review date if it has no natural end
- **May appear in:** Captions, image text, replies, pinned posts, bio. Some facts belong in replies only

*Example rows (invented business)*

| Fact | Source | Owner | Confirmed on | Expires | May appear in |
| --- | --- | --- | --- | --- | --- |
| Margherita $16 | Printed menu | Owner | 6 Nov 2026 | Review 6 Dec 2026 | Captions, image text |
| Two-for-one pizzas, Tuesdays | Offer list | Owner | 1 Oct 2026 | 31 Oct 2026 | Captions, image text |
| Closed 24 to 26 Dec, reopen 27 Dec | Owner's decision; Google special hours | Owner | 10 Nov 2026 | 27 Dec 2026 | Captions, pinned post |
| Head chef: Sam (agreed to be named) | Sam's written yes | Manager | 1 Sep 2026 | Review 1 Mar 2027 | Captions only |
| Bases made without wheat on request; shared oven | Head chef's allergen matrix | Head chef | 3 Nov 2026 | Review on any recipe change | Replies only, with the shared-oven wording |

Hours deserve extra care because guests check them in more than one place. Google's help page says special hours cover a closure of up to 6 days in a row, and advises marking the business temporarily closed for 7 days or more. Update the register and Google on the same day, so your posts and your profile never disagree.

## What an approval should and should not teach

- **Approving a caption confirms that caption, for that post.** It should not turn the offer, price or date inside it into a permanent fact.
- **Facts change in the register first.** If you edit a price in a draft, update the register too, or the next draft will bring the old price back.
- **Give a reason when you reject.** "Offer ended" teaches something. A silent rejection teaches very little.
- **Edits to style can teach. Edits to facts should not.** Changing "customers" to "guests" is a preference. Changing "$14" to "$16" is a fact update that belongs in the register.
- **Delete what is wrong, do not just add what is right.** Two conflicting facts in memory give the model a choice you did not want it to make.

Check how your tool handles this. In KeepsPosted, offers keep their end dates and you can see and edit everything it has learned about your brand, so an approved October caption does not quietly become a November promise. Whatever you use, test it: approve a post with an offer that ends tomorrow, then ask for a post the day after.

## The correction log

Every time a wrong fact reaches a draft or a live post, write one line. After a few months the log shows where errors come from, which is more useful than fixing them one by one.

*Correction log (example entries)*

| Date | What was wrong | Where it appeared | Where it came from | Fixed in memory | Fixed by |
| --- | --- | --- | --- | --- | --- |
| 21 Oct | Former staff member named | Draft | Staff list not reviewed since summer | Name removed; staff rows get a 6-month review date | Manager |
| 4 Nov | Two-for-one Tuesdays after the offer ended | Draft, caught before posting | Approved October captions; no end date stored | End date added; old examples removed | Owner |
| 6 Nov | Margherita at $14 (now $16) | Live caption, edited within the hour | Price changed on the menu, not in the register | Register updated; a menu change now triggers a register update | Manager |

If a wrong post did go live, handle the public side first; the delete-or-edit table in [the 10 guardrails for AI posting](https://keepsposted.buildverse.dev/blog/ai-social-media-autopilot-guardrails/) covers that. The log is for making sure it does not happen twice.

## The 15-minute monthly review

Same day each month, one person, a timer. If you run several brands, do one brand per sitting.

1. **Minutes 0 to 3: clear the expired rows**: Sort the register by the Expires column. Delete or renew anything past its date. Remove the matching items from your tool's memory.
2. **Minutes 3 to 6: check against the sources**: Compare prices with the menu, hours with the door sign and your Google profile, staff with who actually works there this month.
3. **Minutes 6 to 9: scan last month's posts for stray facts**: Look for any price, date, name or claim that is not in the register. Either add it with an owner or make sure it does not come back.
4. **Minutes 9 to 12: read the correction log**: If two entries share a cause, fix the cause: a missing end date, a source nobody updates, a fact that should be replies-only.
5. **Minutes 12 to 15: one preference, at most**: Look at your voice notes and change one thing if it clearly needs it. Preferences drift slowly; do not rewrite them monthly.

> **Do not wait for the monthly review:** Some changes need the register updated the same day: a price change, a staff member leaving, an unplanned closure, a menu item withdrawn for safety. If posts go out automatically, pause them until the register is right.

For a restaurant, the facts that most often go stale and how far to automate each post are covered in [Restaurant Social Media on Autopilot](https://keepsposted.buildverse.dev/blog/social-media-autopilot-for-restaurants/). Freelancers collecting facts from clients can pair this register with [getting photos and facts from a busy client](https://keepsposted.buildverse.dev/blog/get-photos-and-facts-from-clients/).

## Frequently asked questions

### What is AI brand memory?

It is what an AI tool keeps about your business between posts: your tone and preferences, examples of approved posts, and facts such as prices and hours. Keeping facts separate from preferences, with owners and expiry dates, is what keeps it accurate.

### How do I teach an AI tool about my business?

Give it a short written profile, a confirmed list of facts with dates, and real past posts for tone. Then correct it consistently: change facts in your register, give reasons when you reject a draft, and review what it has stored once a month.

### Should I give an AI tool my whole website?

Only if you can check what it takes from it. Websites often hold old prices, past events and staff who have left. A short, dated fact list is safer than a large pile of pages.

## Sources

- [NIST AI 600-1: Generative AI Profile (confabulation)](https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.600-1.pdf) (checked 12 Nov 2026 (wording confirmed via search summaries; PDF not re-read))
- [Google Business Profile Help: set special hours](https://support.google.com/business/answer/6303076) (checked 12 Nov 2026)

## How this article was made

Written by the KeepsPosted editorial team, with AI assistance for drafting. The NIST and Google points come from the pages listed, read on 12 November 2026. The description of how AI tools learn is a general summary, not a claim about any one product other than our own. The register, log and review routine are our own suggestions, and Forno 9 is an invented example.

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