Twelve months ago, I was drowning in work. Like most business owners, I was wearing too many hats, juggling too many clients, and feeling like I was always one step behind. That’s when I decided to dive headfirst into the AI revolution everyone was talking about.
But here’s the thing – I didn’t want to just dabble. I wanted to really understand what these tools could do for someone like me. So I spent 12 months testing every major AI platform I could get my hands on: ChatGPT, Claude, Gemini, and Deepseek. I built task agents, automated processes, and essentially turned my business into a testing ground for Artificial Intelligence.
The results? Some tools delivered on their promises. Others were complete duds. And a few surprised me in ways I never expected.
If you’re considering AI for your business but don’t know where to start, this is the honest breakdown I wish I’d had six months ago.
Let me be blunt – I was tired of working harder instead of smarter. I had clients demanding more, deadlines getting tighter, and somehow I was making less Money per hour than I was five years ago. Something had to change.
I’d been hearing about AI everywhere, but most of the advice felt either too technical or too surface-level. Everyone was either telling me AI would replace me or that it was just a fancy calculator. I needed to know the truth for myself.
So I made a commitment: spend six months really learning these tools, not just playing around with them. I set aside time each week to experiment, test, and build actual systems that could impact my bottom line.
Let’s start with the obvious one. ChatGPT was my entry point, and honestly, it’s still the tool I reach for most often.
What it excels at: Content creation, brainstorming, and quick problem-solving. I’ve used it to write email sequences, generate social media posts, and even help structure client presentations. It’s like having a really smart assistant who never gets tired and doesn’t take coffee breaks.
Where it falls short: Complex reasoning and maintaining context over long conversations. Sometimes it gives you confident answers that are completely wrong – what the Experts call “hallucinations.” I learned to fact-check everything, especially when it comes to specific data or recent events.
My verdict: Essential tool, but not magical. It’s best for generating first drafts and sparking ideas, not for final decisions or complex analysis.
Claude surprised me. I almost didn’t test it thoroughly because I figured it would be similar to ChatGPT. I was wrong.
What it excels at: Nuanced thinking and maintaining longer conversations. When I needed to work through complex business problems or analyze multiple options, Claude consistently gave me more thoughtful responses. It’s also better at understanding context and remembering what we’d discussed earlier in a conversation.
Where it falls short: It can be overly cautious sometimes, and it’s not as fast at generating content as ChatGPT. For quick, simple tasks, it feels like overkill.
My verdict: This is my go-to for important decisions and complex problem-solving. When I need to think through strategy or work through a challenging situation, Claude is my choice.
Google’s Gemini had promise, especially since it integrates with all the Google tools I already use. In theory, this should have been a game-changer.
What it excels at: Integration with Google Workspace and real-time information. When I needed current data or wanted to work with documents in Google Drive, Gemini had an advantage.
Where it falls short: Consistency and reliability. Some days it would give me brilliant insights, other days it felt like talking to a confused intern. The integration wasn’t as seamless as I’d hoped, and I found myself frustrated more often than impressed.
My verdict: Good in theory, inconsistent in practice. I keep it around for specific Google-related tasks, but it’s not my primary tool.
Deepseek was the wild card. I added it later in my testing after hearing good things from other business owners.
What it excels at: Code generation and technical problem-solving. Even though I’m not a programmer, I found myself using it to create simple automation scripts and understand technical concepts better.
Where it falls short: General business conversation and content creation. It’s clearly built for technical tasks, and when you try to use it for marketing or strategy, it shows.
My verdict: Specialized tool for specific needs. If you have technical requirements, it’s worth exploring. For general business use, stick with the others.
Here’s where things got interesting. About three months into my testing, I discovered I could create what are called “ASI task agents” – essentially custom AI assistants trained for specific jobs.
This changed everything.
Instead of having conversations with AI, I started building systems. I created agents for:
The key was being specific about what I wanted each agent to do. Instead of asking AI to “help with marketing,” I built an agent specifically to “analyze client industries and suggest three targeted content topics with supporting research.”
To dominate the task agent game I discovered Jacob Bank and his relay.app platform. He pre-packages some powerful AI agents with pre-defined scripts that can be customized. I’ve built a whole org charts of agents now supporting my business, managing everything from podcast scheduling to production processing. Relay integrates with dozens of apps you likely already use like Gmail, Notion, Hubspot, Airtable, Excel and many more.
After six months of testing, here’s what I actually use AI for every day:
Content Creation (80% of my AI use): First drafts of everything from emails to blog posts to social media content. I’ve cut my writing time in half, but I still edit and personalize everything.
Research and Analysis: Quickly gathering information about prospects, industries, or trends. It’s like having a research assistant who works 24/7. I boosted outbound lead gen from 10-20 a day to over 200.
Process Documentation: AI helped me document all my business processes, which I’d been putting off for years. Now I have clear workflows for everything. This one is still a work in progress but I see a clear path to getting it done.
Brainstorming: When I’m stuck on a problem or need fresh ideas, AI gives me perspectives I wouldn’t have considered.
Let me give you the numbers that matter. In six months:
But here’s what didn’t happen: AI didn’t replace my thinking or decision-making. It enhanced it.
1. Start Small and Specific: Don’t try to automate everything at once. Pick one repetitive task and focus on that. I started with email responses and built from there.
2. Quality Control is Everything: AI makes mistakes, sometimes confident ones. Always review, edit, and fact-check. The time you save isn’t worth the reputation damage from errors.
3. It’s a Tool, Not a Strategy: AI should support your business goals, not define them. The strategy, creativity, and relationship-building still come from you.
Twelve months ago, I was skeptical about AI hype. Today, I can’t imagine running my business without these tools. But the key is having realistic expectations and understanding what each tool does best.
ChatGPT is my reliable occasional gut checker, but honestly, I like Claude better. Claude is my strategic thinking partner. Gemini gets occasional use for Google-specific tasks. Deepseek helps with technical challenges. Relay.app is climbing the ladder providing a solid backbone to my business process.
The real magic happens when you stop thinking about AI as a conversation partner and start thinking about it as a business system. Build specific agents for specific tasks, maintain quality control, and remember that Technology should make your expertise more valuable, not replace it.
If you’re considering diving into AI for your business, my advice is simple: start with one tool, solve one specific problem, and build from there. Six months from now, you might be writing your own “what actually works” story.
The future isn’t about AI replacing us – it’s about us becoming more effective with AI as our tool. And frankly, that future is already here.
The post I Tested Every Major AI Tool for 6 Months – Here’s What Actually Works appeared first on Business Advisor and Executive Coach | Doug Thorpe.
