There is a word circulating in creative and tech communities right now: clanker. It’s essentially a slur thrown at anyone who has carelessly or overly embraced AI in their work.
It carries the implication that you’ve traded your craft for convenience, that you’ve sold out the guild for a shortcut, that you’ve chosen efficiency over integrity.
I understand why the slur.
AI is imploding in industries. And people are flocking to it for instant genius & productivity.
The Clankers and Shakers in Branding and Marketing
In the world of branding, marketing, and sales, AI has become a central part of the discussion of how things will get done.
“AI slop” refers to content generated by AI at high volume and with minimal effort. Rather than deliver meaningful value to an audience, the emphasis is on speed and scale, often at the expense of originality, accuracy, and thoughtful execution.
Clankers create AI slop.
10 Common Ways Marketers Are Generating AI Slop
- Mass-Produced SEO Blogs
Companies are publishing hundreds of AI-written articles targeting long-tail keywords with little to no subject-matter expertise. The result is content stitched together from existing web material. Sure, they’re cheap to produce, but rarely authoritative or trust-building. And search engine algorithms are getting smarter at detecting it. - AI Social Media: Quantity Over Quality
People using AI to generate daily thought-leadership posts follow the same formulaic structure, optimized for engagement rather than insight. As these patterns become predictable, audiences and AI detection tools are tuning them out. - Generic AI Ad Creative
Brands that carelessly deploy AI-generated visuals that lack cohesion, polish, or brand alignment may be lower costs, but they’re also lowering their brand value. When creative feels synthetic or low-effort, it can erode perceived value. Several high-profile brands, like Gucci and Coke, have faced backlash when audiences perceived AI ads as “cheap” or inauthentic. - AI Video Spam and Faceless Content
Text-to-video reels and avatar-driven explainers are being produced at high volume with minimal originality. While automation increases output, it often decreases differentiation. Differentiation is a top ingredient to a sustainable brand. This is especially true in B2B industries where trust and expertise matter. - Synthetic Testimonials and Fake Authority
AI-generated reviews and case studies cross the line from low quality into deception. Beyond reputational damage, fabricated claims can expose companies to legal and compliance risks. - Automated Email and Outreach Spam
AI enables cold outreach at scale, but shallow personalization rarely creates a meaningful connection. When messages lack relevance or genuine understanding, response rates decline, and brand perception suffers. - AI-Generated Lead Magnets and eBooks
Lengthy PDFs can now be produced in minutes, often repackaging common knowledge without original insight. While downloads may look strong on paper, perceived value and long-term trust are typically low. A high-value, well-executed lead magnet will attract ideal prospects, and they’re worth going the extra mile! - Meme-Trend Chasing with AI Images
Brands that copy viral AI-generated styles to appear current, but these efforts can feel opportunistic. Unless the trend is clearly aligned with the brand messaging strategy, the short-term engagement spikes rarely translate into lasting brand equity. - “AI-Washed” Marketing Claims
Some companies promote products as “AI-powered” even when automation plays a minor role. This practice, often referred to as AI washing, can damage credibility when customers discover the gap between promise and reality. - Fully Automated Content Pipelines (“Agent Farms”)
Emerging systems allow AI to research, write, design, publish, and analyze content with minimal human oversight. When content is optimized solely for algorithms instead of real buyers, brand voice and strategic clarity are often the first casualties.
Most AI slop stems from a single strategic decision: prioritizing production efficiency over value for the people experiencing it.
Does the cultural resistance to AI have merit?
Think of…
…the designers who spent years developing a visual language that communicated trust, personality, and story at a glance.
…the copywriters who learned to thread a brand’s voice through every sentence.
…the strategists who built positioning frameworks that gave companies their footing.
These are people who held up their end of a professional bargain. Experts and professionals are watching something that took them years and sweat equity being done in seconds by an AI tool that costs someone $20 a month—or even for free.
Some are resistant to AI’s intrusion.
Their resistance is not ignorance. It is a completely rational response to watching the market break a promise it made to them.
The other extreme is people who are recklessly implementing AI
From major corporations to Main Street, people have made major blunders by introducing AI-generated outcomes that failed.
AI Is Demanding That We Shift, But How Far and How Fast?
When you zoom out far enough, not just from the current industry moment but from the long arc of how humanity has always reorganized itself around new capabilities, a pattern emerges.
Every major shift in how humans produce and communicate has created new needs while making old ones obsolete.
The printing press didn’t kill storytelling.
The camera didn’t kill portraiture.
The internet didn’t kill great writing.
What it killed was the scarcity of those things, and with it, the ability to coast on craft alone.
AI is doing the same thing to brand communication. And at lightning speed.
Are You Feeling the Pressure, or the Potential?
Our company is not immune to AI disruption. We work in design, language, story, and positioning. We’re not watching from a safe distance.
Here’s what makes this moment harder than those previous disruptions: AI isn’t coming for the manual labor. It’s coming for the cognitive labor.
For decades, if you could think strategically, write with clarity, and design with intention, you had durable value. AI is threatening to commoditize those skills in ways that feel philosophically destabilizing.
It’s not just a job category under threat. It’s an entire category of identity, including your brand’s identity.
And that is precisely the point.
Your People Are The Brand
Here is what AI cannot do: it cannot decide who you are. It cannot determine what you stand for, why you exist, or what makes you irreplaceable to the people you serve.
While AI can generate a logo in seconds, it cannot infuse it with the trust and insight that connects the design with the unique people behind the brand. It’s merely pulling concepts from digital pixels. That’s what makes a logo mean something.
AI LLMs can write a mission statement in thirty words or less. But it cannot connect with the people who are driving the mission.
How do you measure your brand?
Your brand doesn’t consist of your company logo, color palette, or chosen typeface.
Your brand is the accumulated weight of every experience people have with your business: from their first glance at your website or business card, to receiving your invoice.
It’s every promise your company makes and every time you keep it. That is not something AI can replicate, because it requires lived experience, real stakes, and the specific kind of clarity that comes from knowing what you’re actually about.
Here’s the question that matters for your business:
In the Dawn of AI, Will My Brand Be Okay?
The honest answer is that companies that exist with a vague brand identity are in serious trouble.
Not because of AI, exactly, but because AI has accelerated a trend that was already underway: the market’s patience for vague positioning is gone. When every competitor can produce polished content at volume, the brands that win are the ones with something real to say. The ones that know who they are, who they serve, and why it matters.
Think of it like a city encountering an earthquake. All structures will be shaken, weak ones will collapse, while those with strong foundations will endure.
In the wake of AI’s shake-up, some brands are already suffering. As they clamor to reduce costs by replacing humans with AI tools, they’re producing AI slop. People recognize the work of a “Clanker” from a mile away.
A solid brand foundation is more vital than ever. The foundation is clarity on the intangibles that make up a strong brand, such as people focused on a mission, a clear differentiating value, and outstanding customer service. (See “Why you need a brand blueprint”)
Are you watching the advances of AI and assuming that building a brand foundation can wait?
It can’t wait. You need to know why you’re in the marketplace, and for whom it matters.
In the Flood of AI Slop, How Can Your Brand Stand Strong?
The smart move is to get clear on your brand foundation. Not in panic, but with intention.
Take an honest inventory of what your brand actually stands for. Where is your positioning genuinely differentiated? Where are you relying on familiarity instead of meaning? Where have you been coasting on a reputation you haven’t actively reinforced?
Does your team know your mission, and are they working toward the shared vision? Are your core values aligned with the behaviors your employees and customers see?
Be intentional when implementing AI
There’s an important nuance to using AI without creating AI slop. High-quality AI marketing absolutely exists. The difference usually includes:
-
- Human taste and editing
- Original insight or data
- Real brand strategy
- Subject-matter expertise
- Constraints (not infinite volume)
Human-AI co-creation tends to outperform purely AI content.
-
- Review the list above on typical places companies are bruising their brand image with AI slop.
- Check where your employees might be making potential missteps.
- Identity processes that your team repeats on a regular basis that could be supported with AI tools or AI agents.
- Maintain human creativity and oversight in the process.
- Test and verify for authenticity, proprietary content, and brand alignment (especially important when connecting customer-facing interactions with AI automations or agents- (See Taco Bell’s and McDonald’s Fast Food AI Fails)
As more marketers are using AI to generate content, consumers aren’t feeling the love. IAB and Sonata Insights report that “consumers have become more opinionated about AI ads, but their perceptions haven’t improved.”
Build a stronger brand with AI
The brands that come through this moment well won’t be the ones that resisted AI or surrendered to it.
They’ll be the ones who used the disruption as a motivation to get clearer, sharper, and more intentional than they’ve ever had to be.
Will your brand be okay?
Yes. You’re here for a reason. Let’s get clear on what it is and spread the word!
AI should empower, not replace, the human side of business.
Contact us about joining our StrongerBrands AI in-person and online meetups!
