Welcome back to The Catalyst. The recent Citrini thought experiment on AI has sparked plenty of debate. In this issue, Director of Strategy, Ben Kleckley, responds and unpacks what’s overhyped about AI, some hard truths about the future of marketing, and why marketers must lead with strategy.
You may have seen the provocative thought experiment recently published by Citrini Research: by 2028, AI displaces so much white-collar labor that consumer demand collapses, markets correct violently, and we enter a so-called “Global Intelligence Crisis.” Like all good thought experiments, it forces uncomfortable questions, critically: how will AI replace / reshape the marketing function in the future?
Yes, AI is already reshaping marketing execution. It's reducing time to market and lowering production costs. But in Citrini's scenario and other conversations with peers and clients, AI is overhyped. Over the course of my career, I’ve seen waves of technology framed as either salvation or extinction (e.g., blockchain, the internet of things, cloud computing, and the metaverse, among others). Each changed how work gets done. None lived up to their early promises.
We've talked about AI a lot internally and with our clients. Here are five claims we've heard that may be overhyped and five realities leaders should act on now.
1. “If AI can generate everything, creative advantage disappears.”
In reality, the opposite is more likely. When supply explodes, attention becomes scarce and distinctiveness becomes a competitive advantage. AI will increase content velocity. It will not replace creative distinction. If anything, strong creative becomes an even more powerful lever for ROI in an AI-saturated market.
2. “With enough research and data, AI can drive transformation.”
While AI is great at ingesting large volumes of data and providing rapid outputs, action is still initiated by human. Strategic business transformation will always be led by genuine human leaders, not software. When OpenAI recently announced its Frontier Alliance partnership with Boston Consulting Group, BCG’s CEO put it plainly:
“AI alone does not drive transformation. It must be linked to strategy, built into redesigned processes, and adopted at scale with aligned incentives and culture.”
3. “As AI agents mediate decisions, marketing should prioritize optimizing for AI.”
Citrini theorizes that if AI agents will increasingly research, compare, and recommend vendors, then your marketing should optimize for AI / AEO / LLMs instead of humans. Yet even if AI intermediates information gathering, humans still define value, risk tolerance, and brand preference. For example, people don’t buy Rolex just for timekeeping accuracy—they buy it for the brand and its status, craftsmanship, scarcity, and identity. AI optimizeswithin parameters. If you build for bots instead of your actual buyers, you risk commoditizing your brand.
4. “AI will eliminate the need for deep specialization.”
The Citrini narrative suggests that generalists armed with AI will replace experts. In reality, AI mainly erodes surface-level expertise. Shallow specialists will struggle. But deep domain judgment becomes more valuable, not less. The future belongs to T-shaped leaders: depth in a discipline, fluency across others.
5. “AI adoption will drive predictable, near-term growth.”
Many organizations are treating AI adoption as a growth strategy. It isn’t. AI accelerates execution, but growth is a byproduct of strong positioning, aligned execution, and disciplined capital allocation. AI accelerates growth for those who already have these foundations in place and exposes those who don’t.
Truth #1: Strategy and differentiation will matter more than volume.
If AI increases execution capacity across the board, then advantage shifts from velocity to distinction and surfacing your unique value in the market.
That means you should:
Pressure-test your positioning before scaling AI. AI amplifies your existing strategy. If your messaging is undifferentiated and inauthentic, AI will negatively impact your brand / reputation. If your value proposition is unclear, AI will lead you to double down on messaging that may mislead your target customers. Invest in your brand and GTM strategy first, then incorporate AI to support execution.
Truth #2: GTM speed will become a competitive advantage.
Research, drafting, modeling, analytics will accelerate and planning cycles will shorten. So being first to market (with the right positioning, see #1) will be critical.
That means you should:
Audit your workflow to accelerate execution. Start by mapping your GTM strategy and lifecycle to understand where workflows stall. Deploy AI aggressively to compress execution time in repeatable, mechanical tasks: research synthesis, first drafts, data normalization, and reporting dashboards.
Truth #3: Creative quality will amplify ROI.
If bots allocate media and optimize spend, then the economic value of distinctive creative compounds.
That means you should:
Invest in distinctive assets, not just volume. As content velocity increases, sameness multiplies. Audit your brand system. Do you have recognizable visual assets, a clear narrative, and cohesive messaging architecture? If not, AI will simply produce more “slop”. In highly technical B2B industries differentiation is often buried under functional language. Lead with strong creative to stand out in the market.
Truth #4: Strategic decisions become the scarce resource.
AI generates options. Leaders must choose. Strategic tradeoffs, risk appetite, capital allocation, and market focus cannot be outsourced. The future executive skillset is not tool mastery. It is decision clarity about how to allocate resources.
That means you should...
Build T-shaped marketing teams. The future organization isn't necessarily leaner or flatter. It is more integrated. Require marketing leaders to understand EBITDA drivers. Require strategists to understand data architecture. Require creatives to understand commercial objectives. Require technical leaders to understand brand implications. Friction in getting to market quickly is rarely technology, it’s siloed thinking.
Truth #5: A strong GTM engine will mitigate risk.
If AI agents compare vendors on price and specifications instantly, a strong brand and GTM engine becomes a powerful differentiator to rise above commoditization.
That means you should...
Integrate strategy, marketing, sales, and analytics into one OS. AI tools can help or hurt alignment. Connect your CRM, marketing automation, and analytics systems; establish a single source of truth for pipeline and revenue attribution; and align strategy, marketing, and sales leadership around shared growth metrics. Get your brand in order internally so it comes to life externally.
AI will reshape marketing. It will compress timelines, automate mechanics, and expose inefficiencies. That’s not a crisis. It's an exciting moment for marketing leaders. Creativity and strategic focus become more consequential as execution becomes easier. The teams that adapt will find themselves with more leverage, not less.
