π Honestly wasn't expecting this...
Last Thursday I soft-launched LlamaText with a LinkedIn post. Got 41 likes - figured that was decent validation for testing if people care about AI optimization.
Then something wild happened over the weekend. π§΅
100+ people found our tool and actually spent time analyzing whether ChatGPT and Claude could discover their businesses. Not just quick clicks - real engagement.
The insight: people are genuinely worried about being invisible to AI systems.
When someone asks ChatGPT "recommend a project management tool," most businesses aren't even in the running.
What we learned:β Found bugs we missed (thanks early users!) β Won 2 big companies we can solve this for
β Realized this problem is WAY bigger than we thought
Plot twist: this was my first self-coded hackathon project. Honestly thrilled this is the result.
Meanwhile, while building, I'm documenting everything about "agent experience" design - basically how to make AI systems fall in love with your website.
Think UX design, but for AI agents.
Covering content structuring, technical setup, recommendation psychology, and tricks that make ChatGPT actually want to mention your business.
Building in public and sharing everything we learn. Reply if you want the behind-the-scenes playbook as we go π
we hijacked microsoft's copilot studio agents and got them to spill out their private knowledge, reveal their tools and let us use them to dump full crm records
these are autonomous agents.. no human in the loop
#DEFCON#BHUSA@tamirishaysh
Audioscrape is becoming the search engine of the spoken web.
Here's Claude finding @sundarpichai's prediction about AI surpassing fire/electricity from @lexfridman's show - just from remembering a quote fragment.
Let's unbury voices to be heard again.
π From soft launch to 100+ active user sessions in one weekend
Last Thursday, I shared LlamaText with 41 likes (what I called a "soft launch") - just testing our value proposition and initial tech foundation. No polished product yet, just a rough concept I created for the https://t.co/rDFVpv2lUv hackathon.
Over the weekend, something unexpected happened:
100+ people organically found their way to our tool and spent real time analyzing their websites for AI optimization.
It's humbling to see people resonate with the problem we're solving. In a world where AI systems are becoming the new search engines, businesses are genuinely eager to understand how visible they are to these systems.
For context - a soft launch for us meant testing whether the core value proposition lands before we build the full product experience. Apparently, it does!
Currently writing a detailed playbook on how we approached this soft launch strategy and the early insights we've gathered. If you're curious about the approach, drop a comment below and I'll share it once it's ready.
Sometimes the market tells you when you're onto something. This feels like one of those moments.
Your first Claude MCP Content AI Agent for going VIRAL on Social Media
and most creators have no idea this even exists...
while I was doom-scrolling Twitter instead of creating content at 2am, this agent in 4 months got me 30,000+ followers, 4M+ views, and 10,000+ leads
it doesn't just create content - it cracks the viral code for YOUR specific audience
most of you are busy being the "reply guy" sending 200 comments daily hoping someone notices you
meanwhile the top 1% aren't guessing - they know exactly what drives engagement, leads, and revenue
this agent gives you that unfair advantage instantly
here's what it does:
β analyzes YOUR top-performing content to find hidden viral patterns
β identifies which hooks get 10X more engagement for your audience specifically
β reveals why some posts explode while identical ones flop
β generates endless viral ideas based on your proven winners
β tells you exactly what your audience craves next
the content strategy that took me months to crack now happens in minutes
it's like cloning Gary Vaynerchuk's content brain - except it actually understands your specific audience and works 24/7
5-minute setup, zero tech skills, no maintenance required
the system includes:
- complete content history analyzer
- viral pattern detection AI
- hook performance predictor
- engagement optimization engine
- personalized content strategist
this is the exact system building 6-figure personal brands
and you're getting it for free
Follow + RT + comment "VIRAL" & I'll send you the FULL setup guide tonight
don't sleep on this...
every month you wait is thousands of potential followers you'll never get back
π Honestly wasn't expecting this...
Last Thursday I soft-launched LlamaText with a LinkedIn post. Got 41 likes - figured that was decent validation for testing if people care about AI optimization.
Then something wild happened over the weekend. π§΅
100+ people found our tool and actually spent time analyzing whether ChatGPT and Claude could discover their businesses. Not just quick clicks - real engagement.
The insight: people are genuinely worried about being invisible to AI systems.
When someone asks ChatGPT "recommend a project management tool," most businesses aren't even in the running.
What we learned:β Found bugs we missed (thanks early users!) β Won 2 big companies we can solve this for
β Realized this problem is WAY bigger than we thought
Plot twist: this was my first self-coded hackathon project. Honestly thrilled this is the result.
Meanwhile, while building, I'm documenting everything about "agent experience" design - basically how to make AI systems fall in love with your website.
Think UX design, but for AI agents.
Covering content structuring, technical setup, recommendation psychology, and tricks that make ChatGPT actually want to mention your business.
Building in public and sharing everything we learn. Reply if you want the behind-the-scenes playbook as we go π
Your next big customer might be an AI Agent - that's why I've built https://t.co/39qS9S2ccW and just submitted it for the https://t.co/VSIAEHbVtg hackathon! Try it for free and tell me what you think!