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Automating Speaker Lead Generation with Pickaxe

Aidan Crawford
Aidan Crawford
Founder of Short Circuit Media
"I was going to hire a Python guy to do this for me, and I was able to figure it out myself in about half an hour."
Use Case:Automating speaker event research and outreach.

The Challenge

Professional speakers often spend up to 40 hours a week researching stages, conferences, and events where they can speak.

Aidan had lived this reality firsthand. He understood how painful and time-consuming it was to:

  • Manually search for events
  • Qualify which ones were actually relevant
  • Track all the details needed for outreach

He knew there had to be a better way—but he wasn’t a developer.

Traditional software development felt:

  • Too slow
  • Too expensive
  • Too disconnected from his deep, niche expertise

He needed a platform that allowed him to bake his industry knowledge into a scalable tool without writing code.

The Solution

Aidan turned to Pickaxe and built AI Stagefinder, his flagship product.

Using Pickaxe, he was able to:

  • Build a tool that finds relevant speaking opportunities based on a user’s niche
  • Qualify events using criteria only an insider would know
  • Generate tailored outreach messaging to event organizers

Over just a few months, he built 50+ external-facing tools, including:

  • AI Stagefinder for speakers
  • A knowledge-based chatbot to support clients
  • Additional workflow and marketing tools tailored to his audience

He combined:

  • ChatGPT for brainstorming and prompt drafting
  • Pickaxe for implementation, iteration, and delivery

Using screenshots and real use cases, Aidan refined his prompts and tools quickly, ensuring they delivered genuine value.

The Results

The transformation has been dramatic:

  • Speakers can now find 10–15 qualified events in about 2 minutes using AI Stagefinder
  • A process that once took an entire week is now compressed into a few guided interactions
  • Aidan has turned his niche expertise into productized tools that can be sold at scale

What used to be custom, one-to-one consulting is now:

  • Systematized
  • Repeatable
  • Accessible to many more people

Why It Works

Aidan’s advantage is his deep understanding of the speaking industry.

Pickaxe allowed him to:

  • Capture that expertise in a structured, interactive way
  • Launch tools quickly without developers
  • Iterate based on real user feedback

Instead of building yet another generic AI tool, he built something laser-targeted to a real, painful problem—and Pickaxe made the build process fast and flexible.

The Takeaway

Aidan proves that you don’t need to write code to build high-value, revenue-generating AI tools.

If you have:

  • A niche you understand deeply
  • A repeatable process you walk clients through

You can turn that into a scalable product with Pickaxe—just like Aidan did with AI Stagefinder.

Ready to Build Your Success Story?

Join Aidan Crawford and thousands of others building powerful AI tools with Pickaxe.