Most brand guides are very good at describing a company after the fact.
They tell you the business is bold, human, trusted, innovative, warm, premium or disruptive. They show the logo, the fonts and the color palette. They explain the preferred tone of voice.
Then a genuinely risky creative idea lands in the approval chain and everybody starts arguing from instinct.
That is the problem.
If a brand guide cannot help a team reject a bad idea before customers see it, the document is not doing enough. It is decoration.
Artificial intelligence is making that weakness harder to ignore because businesses can now produce more marketing material, more quickly, through more people and more tools. The bottleneck is no longer only creation. It is judgment.
The Callaway and Good Good controversy is an approval failure
In August, Good Good Golf released a promotional video tied to a co-branded Callaway driver. The video showed Good Good co-founder Garrett Clark pushing fellow creator Alexis Miestowski to the ground as she reached for the club.
The reaction was swift. Critics said the video trivialized violence against women. Reuters reported that Callaway ended its partnership with Good Good and committed $1 million to organizations addressing violence against women.
There are a dozen ways to analyze a mess like that. You can talk about creator culture, brand safety, approval processes, shock marketing or executive accountability.
But there is a simpler question that businesses should steal for their own use: why did anyone believe this behavior belonged inside the brand in the first place?
That is not a typography problem. It is not a logo problem. It is not even primarily a messaging problem.
It is a personality problem.
“Bold” is not a useful instruction
Marketing teams love vague words because vague words sound strategic.
“Bold.”
“Authentic.”
“Playful.”
“Human.”
“Fearless.”
Great. Now use one of those words to decide whether an offensive joke should go live.
You cannot.
A useful brand rule has to change a decision.
If your brand is bold, define what bold behavior actually permits. Maybe it means challenging outdated industry practices, taking a clear position and avoiding timid corporate language. Fine. Now define the boundary. Bold does not mean humiliating customers. It does not mean targeting vulnerable people. It does not mean using provocation without a business reason.
If your brand is playful, spell out what is fair game for humor and what is not.
If your brand is authoritative, require evidence and ban fake certainty.
If your brand is premium, decide whether constant discounting, desperation language and trend-chasing fit the image you are trying to build.
Now you have a system.
AI will expose every weak spot in your brand rules
This matters because AI is turning content production into a volume business.
U.S. Census Bureau research found that 18 percent of firms used AI in at least one business function during a late 2025 to early 2026 reference period. Among firms already using AI, sales and marketing was the most common function, reported by 52 percent of adopters.
Statistics Canada reported that 19.2 percent of businesses used AI to produce goods or deliver services during the previous 12 months in its second-quarter 2026 survey, up from 6.1 percent two years earlier.
That means the problem is already operational.
An owner uses AI to draft posts. A junior employee creates ten ad variations. An agency produces fifty campaign concepts. Customer service software writes replies. A salesperson makes a one-off presentation. A freelancer rewrites the website.
Every one of those touchpoints can be technically correct and completely wrong for the brand.
The more output you create, the more often your weak standards get tested.
AI does not create that weakness. It multiplies it.
Stop asking whether content is “on strategy”
“On strategy” is one of those phrases that can hide a bad decision.
A campaign can target the right customer, feature the right product and communicate the right benefit while still behaving in a way the audience rejects.
That is why brand personality deserves a harder role than creative seasoning.
Gartner analyst Julie Reeves, writing in Marketing Dive, argues that personality should function as governance. That framing is useful because governance means the standard has consequences. It determines what gets approved, changed, escalated or killed.
The phrase “does this feel like us?” is a decent start, but it is still too subjective.
Ask better questions.
Would our best customers recognize this behavior as ours?
Does this creative idea rely on attention we would be embarrassed to defend?
Are we challenging a convention or simply crossing a line?
If this post became the most shared thing our company published this year, would we still want our name on it?
Those questions are useful because they force the team to think beyond the click-through rate.
A one-page rulebook can beat a 60-page brand deck
Small businesses do not need a new bureaucracy.
They need rules that people actually use.
Start with three to five personality traits. For each trait, write two short lists: what this trait means in behavior, and what it does not mean.
For example:
Confident means clear recommendations, direct language and willingness to state a point of view. It does not mean pretending uncertainty does not exist, attacking competitors or making unsupported claims.
Friendly means plain language, empathy and a willingness to help. It does not mean forced jokes, fake intimacy or talking to adults like children.
Provocative means challenging lazy industry thinking and introducing a useful counterargument. It does not mean manufacturing outrage to rescue a weak idea.
That is the kind of guidance a new employee can understand. It is also the kind of guidance you can place in an AI prompt.
Not every piece of content deserves the same approval process
Here is another problem with weak marketing operations: everything gets reviewed the same way.
Either the founder approves every tiny sentence, which kills speed, or nobody meaningfully reviews anything, which kills control.
Both are bad systems.
Use risk levels.
A routine product description is low risk. Check facts, make sure it fits the brand, publish it.
A customer service reply involving a sensitive complaint is higher risk.
A political joke, creator partnership, aggressive competitor comparison, public controversy or edgy cultural reference is higher risk again.
The higher the reputational downside, the more senior the human review should be.
That is not overmanagement. It is resource allocation.
The point of good governance is not to inspect everything. It is to know what cannot be allowed to fail casually.
Brand research backs the idea that personality matters
This is not just marketing philosophy.
A 2025 meta-analysis in Psychology & Marketing reviewed 95 papers spanning 28 years and 1,441 effect sizes. It described brand personality as a value-adding form of differentiation and examined how branding activity, product design, consumer factors and previous relationships influence how that personality is perceived.
Kantar’s 2026 BrandZ work also found stronger Difference scores among brands with strong emotive clarity. Its argument is that emotional meaning becomes distinctive when customers encounter it consistently through communication, action and experience.
That word matters: action.
Customers do not care that your PowerPoint says “empathetic” if your support messages are robotic. They do not care that your brand book says “trustworthy” if your marketing stretches the truth. They do not care that your brand is supposedly sophisticated if every social trend causes it to panic and imitate somebody else.
Personality has to survive contact with the real world.
Good creative needs boundaries
Some marketers hear “guardrails” and assume the next step is boring content.
That is lazy thinking too.
A strong boundary can make creative work better because it tells a team where the interesting edge actually is.
If you know what the brand refuses to do, you can explore everything else with more confidence.
A comedian has a point of view. A great publication has editorial standards. A strong restaurant has a recognizable approach to food. Creative identity does not come from limitless options. It often comes from meaningful constraints.
Brands are no different.
The goal is not to make every post safe, beige and predictable. The goal is to make sure the risks you take are intentional and defensible.
If your guide cannot say no, rewrite it
AI is going to make mediocre content cheap. It is also going to make bad judgment scalable.
That means the value of a brand guide will be measured less by how beautifully it describes the business and more by whether it helps people make difficult choices.
Can it stop a bad creator partnership?
Can it tell an AI system which jokes are off limits?
Can it help a junior marketer recognize when a post needs senior review?
Can it explain why a provocative idea fits the company or why it does not?
If the answer is no, your brand guide is not governance.
It is a brochure about yourself.
Rewrite it before the next bad idea gets approved.
