How Monarch Uses AI in Social Media, and Why It’s Changing Our Business

In the last month, two things happened that told us we are building in the right direction. A dream client found us through AI and reached out. So did one of our best new team members. Both discovered Monarch through ChatGPT, and both turned out to be exactly the kind of fit we work hard to attract.

That is not luck. It is the result of using AI the way we believe it should be used: ethically, intentionally, and always as a tool rather than a solution. We have worked this way for over three years, and it is starting to compound in ways that show up directly in the business. Here is what happened, the philosophy behind it, and why doing social this way is setting us up to win.

A Client Who Found Us Through ChatGPT, And Knew Exactly What They Wanted

One of our newest clients, a genuinely collaborative, dream-to-work-with brand, came to us in a way that would have been science fiction a few years ago. They used ChatGPT to research and validate agencies, and Monarch is who they found.

What makes this matter is not just the channel. It is the fit. This client was savvy enough to already know the strategy they needed: a modern approach built around user-generated content and product seeding, the model that is quietly replacing the traditional influencer playbook, with a heavy emphasis on lifestyle content that actually performs. They were not looking for someone to post for them. They were looking for the agency that leads with strategy and understands what makes social work in 2026.

The AI did not just send us a lead. It matched us with a client on strategic fit, because our specialization is exactly what they were searching for.

And they are, by every measure, an ideal client. They have a product people genuinely want, which is the foundation everything else on social is built on. They know their brand and their goals inside out. They are clear on what social can do and how it fits into their wider system, and they already have a strong paid team and a strong email team, so social was the final piece slotting into a machine that was already running well. They came ready: branding done, data organized, supporting evidence sent over in abundance. They understand that building a social system is collaborative and that it takes time. And they are kind, which matters more to us than most agencies will admit. We prioritize working with people who are generous, focused on results, and good to our team.

That is the kind of client AI is now sending us. Not more leads. The right ones.

Hand holding a phone displaying an AI voice assistant interface, representing how clients and talent now find agencies through AI

A Team Member Who Found Us The Same Way

The client story is only half of it. One of our newest community team members found Monarch through ChatGPT too, while searching for remote social media community manager positions.

This matters more than it might sound, because hiring for this role is genuinely hard. Community management is a specialized job, and it is far harder than most people realize. We laughed out loud when this new hire described herself as chronically online, because that is exactly the instinct the role requires: a real understanding of social media and internet culture, and the ability to manage conversations at a fast pace without losing the thread.

Part of what makes Monarch attractive to that kind of person is how we structure the work. We do not dump the entire job of social media onto one overwhelmed generalist. Our community team is not expected to edit videos, create content, or build proposals. They get to specialize in the part of social they love, and build a real career within it. Social media has grown year over year for two decades, and it is only becoming more central. That means you can go deep, specialize, and build something lasting, and the people who understand that difference between a traditional catch-all social role and what we are building are exactly the people we want.

The same system that surfaced us to the right client surfaced us to the right talent. That is not a coincidence. It is what happens when you are clear about who you are and you have built for how people actually search now.

Person gesturing while looking at a laptop screen showing search results, representing generative engine optimization and AI search visibility

Why We Show Up In AI Search: GEO Is Not An Accident

None of this is luck. We show up in AI search because we have been optimizing for it deliberately, for years.

Most people know SEO. Fewer have made the shift to GEO, generative engine optimization, the practice of structuring content so that large language models can understand, trust, and surface it. We moved in that direction a while ago, focusing on the structures these models need and, just as importantly, grounding everything we publish in fact, proof, and real experience. AI engines surface content that is clear, credible, and genuinely useful. Ours is built that way on purpose.

This is also where we will be honest about our own process, because it is part of the point. The content that helps us show up this way, including posts like this one, is produced through a disciplined system, and Claude is part of that system. We use it to structure deep, fact-based, well-researched content: pulling from real client data, conducting detailed strategy interviews, layering research and instruction, and reviewing every step with human judgment. The tool helps us produce clear, structured, evidence-backed material faster. The strategy, the facts, and the point of view are ours. That combination is exactly what modern discovery rewards.

Magnifying glass over a newspaper job opportunity listing, representing a team member finding a social media role through AI search

The Rule That Keeps AI Honest: Did You Humanize This?

Here is the distinction that matters most, and the one most people get wrong. AI is a tool, not a solution.

If AI is the only thing producing your work, with no human knowledge, intelligence, or experience shaping it, you get the same generic output everyone else gets. And you can always tell when a strategy has not been humanized. It reads like a machine that has never met your business.

So we have a rule at Monarch, a question everyone has to answer before anything goes out: did you humanize this? When we prompt, we are not typing “write me a post about an upcoming sale.” That is useless. Our system is built on hundreds of hours of strategy calls, brand documents, real performance data, comment sentiment and analysis, deep research, and multiple layers of prompting and instruction. Within that system, AI functions as a set of small task agents, handling the things that would otherwise eat hours, like organizing data into a specific format, while the strategy, the judgment, and the creative direction stay firmly human.

That is also how we made a custom country song about septic systems for a client, because no such song existed and the moment called for one. AI made it possible. Human insight made it worth doing.

We invest heavily in learning these tools, and in rebuilding our systems as things change, because they always do. If social media has taught us anything, it is that what you build one week will look different the next. AI is the same. The agencies that can keep up, that stay flexible and keep learning, are the ones who get to use the technology to its full advantage. The ones who refuse are simply falling behind while telling themselves it is principle.

Overhead view of hands working on a laptop at a desk, representing the human strategy behind AI-assisted content creation

The Bottom Line

Doing social the Monarch way, strategic, ethical, and powered by AI used with real intention, works. The proof showed up twice in a single month: the right client and the right team member, both finding us through the exact channels we built for. That is what happens when you commit to understanding how modern discovery works and you keep the human firmly at the center of the technology.

This is what we will always do. Learn the tools deeply, use them ethically, keep the strategy and creativity human, and rebuild our systems as everything changes, because it always does. That discipline is what has set us up to win now, and what will keep us winning as the landscape keeps shifting.

Which brings us to the one thing worth saying plainly. There is a certain pride some people take in announcing that they do not use AI in their work, as though it were a badge of craftsmanship. We hear it differently. In a digital world where change is the only constant, refusing to learn the most significant new tool of the decade is not a virtue. It usually signals one of two things: you have not put in the time to learn how to use it well, or you are resistant to change. Neither is a strength in social media. Refusing to use AI is not the flex people think it is. We would rather do the harder, more honest thing, and the results are already showing us it was the right call.

If you want a social partner who actually understands how modern discovery works, and how to use AI without losing the human that makes content worth finding, book a discovery call. And if you are earlier in your thinking, start with why growing brands hire a social media agency.

Your Questions Answered

Should social media agencies use AI in their work?

Yes, when it is used well. AI is a powerful tool for research, data organization, and producing structured content faster, but it is not a replacement for human strategy and experience. Agencies that use it as a tool while keeping the strategy and judgment human get the best of both. Refusing to use it at all usually signals resistance to change in an industry defined by change.

What is generative engine optimization (GEO)?

GEO is the practice of structuring and grounding your content so that AI engines and large language models can understand, trust, and surface it, much like SEO does for traditional search. It rewards content that is clear, well-structured, and grounded in fact, proof, and real experience. As more people research businesses through AI tools, GEO is becoming as important as classic SEO.

How can a business use AI ethically in its marketing?

By treating AI as a tool rather than a complete solution. That means prompting with real knowledge, brand context, and data rather than generic one-line requests, and always applying human judgment before anything is published. A useful test is to ask whether the output has been genuinely humanized, or whether it is the same generic result anyone could generate.

Why does AI produce generic marketing content?

Because most people use it with thin, generic prompts and no human input. AI reflects what you give it. Without real strategy, brand knowledge, data, and experience shaping the prompt, it returns the same surface-level output everyone else gets. The quality comes from the human intelligence and system built around the tool, not from the tool alone.

Is it bad to say you don't use AI in your work?

It is increasingly a competitive disadvantage. In fast-moving fields like social media, refusing to learn AI often signals resistance to change rather than a commitment to quality. The stronger position is to learn the tool deeply and use it ethically, keeping human strategy and creativity at the center, so you get the efficiency of AI without the generic output that comes from leaning on it blindly.

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