You opened ChatGPT. You typed a prompt. You read the output and thought: “This doesn’t sound like me at all.” So you edited it. You rewrote half of it. You adjusted the tone, fixed the phrasing, and removed the parts that felt robotic. By the time you were done, you’d spent more time fixing the AI’s work than it would have taken you to write it from scratch.
And the worst part? The final version still didn’t feel right. Maybe you’ve tried different prompts. Different models. You’ve watched YouTube videos about “prompt engineering” and copied templates that promised better results. It helped a little. But the content still reads like it could belong to anyone. Your competitor. Your neighbor. A stranger on LinkedIn.
There’s no personality. No voice. Nothing that makes someone stop scrolling and think, “this person gets it.” That’s not your fault. That’s how these tools work.
A regular AI model doesn’t know you. It doesn’t know your story, your audience, or what makes your business different. It only knows what you type into the prompt box. So it gives you something generic every single time. I know this because I tested it.
The Experiment
I asked two different AI tools to write the same LinkedIn post for me. One was an LLM. ChatGPT, Claude, pick your favorite. The other was Alicia, a custom AI agent I built and trained on my voice using nemo®.
Same topic. Same instructions. The difference was obvious within the first sentence.
What the LLM Wrote
The LLM gave me this opening: “A client CEO recently shared something that made me smile.” Polished. Safe. Forgettable. It sounds like every other LinkedIn post in your feed right now.
Then it wrapped up the story with: “The results aren’t just my work – it’s a team effort.” That’s a line you’d find in any corporate press release. It creates zero emotional connection.
What Alicia Wrote
Alicia opened with: “And that’s what Blas does.” That’s what the CMO said when the CEO told her this story. You want to know what story. You keep reading. That’s the difference.
Where the LLM wrote filler like “Two leaders talking strategy, challenges, and opportunities,” Alicia wrote: “No brochure. No sales deck. No prior call.” Short. Punchy. It has a rhythm that sounds like a real person talking, not a machine generating text.
Why This Happens
An LLM like ChatGPT or Claude only knows what you type into the prompt box. That’s it. It doesn’t know your story. It doesn’t know how you talk to your audience. It doesn’t know what makes your business different. So it gives you something generic. Something that technically answers the question but sounds like it could belong to anyone.
Alicia is different. I trained her on my voice, my business, my expertise. I gave her documents, pointed her to my website, uploaded examples of how I communicate. She learned what makes me sound like me.
The result is content that carries my personality every time I use her. Not perfect. Not replacing me. But a starting point that’s miles ahead of a blank prompt.
Why Expertise Matters More Than You Think
Here’s where it gets bigger than LinkedIn posts. Google and AI systems like ChatGPT, Perplexity, and Gemini are all moving in the same direction. They want to surface content from people and businesses that demonstrate real expertise on a topic.
Google calls it E-E-A-T: Experience, Expertise, Authoritativeness, and Trustworthiness. AI systems follow similar logic. When they decide what content to recommend to users, they look for signals that the source actually knows what they’re talking about.
Generic LLM content sends the opposite signal. It reads like it was assembled from fragments of other people’s ideas. Because it was. That’s literally how language models
work. They predict the most likely next word based on patterns in existing content. When Alicia knows my expertise, something different happens. The content carries my
unique frameworks, my real-world examples, and my specific point of view on a topic. It references actual work I’ve done and problems I’ve solved.
That’s the kind of content that search engines and AI systems want to surface. Think about it from the AI’s perspective. If someone asks ChatGPT or Perplexity a question about your industry, the AI pulls from sources it trusts. Those sources are websites and content that demonstrate deep, specific knowledge. Not content that repeats the same surface-level points as everyone else.
I’ve seen this play out with my own clients at Navigamo. Businesses that treat their content as a strategic asset and fill it with genuine expertise are showing up in AI-generated answers. Their websites are being cited by AI systems before a prospect even picks up the phone.
The businesses pumping out generic LLM-generated blog posts? They’re invisible. Alicia becomes the bridge between my expertise and the content that represents me
online. I feed her my knowledge. I train her on my real experience. The content she produces carries the depth that both search engines and AI systems reward. That’s not just a content strategy. That’s your SEO and AIO strategy working together.
“But I’m Not Technical”
Neither are most of the people building agents right now. I built Alicia on a platform called nemo®. The whole
process works like this:
- You fill in fields that describe what you want your agent to do
- You upload documents or point it to your website
- That’s it
There’s no coding. No developer needed. No technical background required.
nemo®’s value promise is straightforward: if you know how to send an email, you can create an agent. That’s not marketing fluff. I’ve seen business owners with zero tech
experience build agents in a single sitting.
Who Is This For?
If you’ve ever:
- Pasted a prompt into ChatGPT and thought “this doesn’t sound like me at all”
- Spent 30 minutes editing AI-generated content to make it usable
- Wondered why your competitor’s content feels more personal than yours
- Wanted to use AI but felt overwhelmed by the technical side
- Struggled to show up in Google or AI search results despite publishing regularly
Then this is for you. You don’t need to be a marketer. You don’t need to be in tech. You just need to care about how your business
shows up when people search for what you do.
The Real Cost of Generic AI Content
Every business owner and manager is using AI now. That’s not an advantage anymore. It’s the baseline.
When everyone uses the same LLM with the same defaults, all the content starts to sound the same. Your posts, your emails, your website copy blend into the noise. And now that noise is also invisible to the AI systems deciding what information to surface to your potential customers.
The businesses that stand out are the ones that figured out how to make AI sound like them, not like everyone else.
Try It Free
nemo® has a 30-day free trial. You create an account and start building. No credit card ambush. No sales call required. Build your own Alicia. Train it on your voice and expertise. Watch your content go from generic to unmistakably yours.
Create your free account at gonemo.ai.