AI tools are transforming marketing at pace. Tasks that once took hours can now be completed in minutes. Blogs, social posts, email campaigns, keyword research and audience analysis can all be accelerated using AI. Even creative tasks, like design (which I believe most of us thought were protected), have turned out not to be off-limits.
The playing field is levelled even further by the fact that most businesses have access to the exact same tools. The competitive advantage, therefore, now comes from better decisions. This is where judgement matters.
Judgement is built through experience
Unlike technical skills, judgement cannot be downloaded or automated. It develops over time, through experience, mistakes, and observation.
Yes, AI tools can scan vast amounts of information almost instantly, but they’re not a shortcut to the kind of judgement that comes from years of exposure to real campaign outcomes. Sometimes things that ‘should’ work don’t, and things that definitely shouldn’t, do. Actually reviewing what works and what fails over time for yourself is irreplaceable.
Then there’s the benefit of observation too, whether that’s taking notes on other companies’ campaign performances, or simply observing your audience to learn how they respond to ideas, messages and campaigns.
This experience teaches us to be selective
The real danger of AI is not poor quality content. Much as it pains me, the copy will most likely be grammatically correct, coherent, and reasonably informative. The greater risk is producing large volumes of content that lack purpose.
Volume without evaluation is pointless at best, harmful at worst. Strong judgement is about exercising restraint. Knowing what should be said, what shouldn’t, which content is good enough to be published, and which ideas to drop becomes increasingly important. This ability to distinguish great work from noise is what we must refine to avoid becoming obsolete.
AI can provide options, but people must decide which option is worth pursuing.
Understanding when to interrogate AI output
Taking this a step further, part of our value as human marketers is critical thinking – knowing when to follow the metrics and when to challenge them, or when to question the information AI is providing you. Is it correct, and even if it is, is it lacking crucial context?
Because AI tools like ChatGPT and Claude generally provide fairly accurate information, people have become too comfortable accepting their output as fact. However, I’ve seen AI tools come up with some absolute clangers, so doing your due diligence is vital. Remember, while AI can accelerate productivity, it can also accelerate mistakes.
There are also times when AI’s output is technically correct but strategically wrong. As a marketing agency, something our clients appreciate is that occasionally we’ll take a step back and question what we’re told or confront why we’re doing something.
Using your judgement to edit content
The importance of editing content from AI tools is well-documented, but it can’t be underestimated.
There’s certainly an argument that with the right prompts and briefs, you can train these tools to create assets that closely meet your company’s tone, objectives and preferences, but again, it’s no substitute for human judgement. Being ruthless with the editing process, and actually questioning how much each point truly matters to your audience gives you a key differentiator over AI.
Human judgement is also important for injecting personality and making your copy stand out. At its core, a large language model is a sophisticated probability engine. When you type a prompt, the AI looks at all the patterns it learned during training and asks itself, “Given all the words that have come before, what is the most probable next word?” It then repeats that process word by word, sentence by sentence.
This often results in homogenous, bland content that lacks any element of surprise. Humans remember things through emotion and rarity, not through playing it safe.
Finding the right balance
AI tools will often give you the ideas, campaign outlines, or content that work in a perfect world. In reality, you may have complications to consider, whether that’s a limited budget, restrictive regulations, or even office politics.
Judgement earned over time by astute, observant minds is important for tackling this; the ability to weigh up competing priorities and make a call that’s right for your company at that particular time.
This doesn’t mean you’ll get it right every time, but you’ll be able to justify your decision-making, as well as gain some valuable learnings.
The skill AI can’t replicate
AI can generate answers, but it can’t make decisions. Not ones that fully understand the nuances of customer relationships, organisational culture, human emotion and trust.
What remains scarce is the ability to think critically, understand context, weigh different priorities and make wise decisions. Marketers who do well going forward will be those who think well, not just produce well.
