5 Months Ago I Thought Small Businesses Were the AI Goldmine (I Was So Wrong)

When I started building AI systems 5 months ago, I was convinced small businesses were the wave. I had solid connections in the landscaping niche and figured I could easily branch out from there.

Made decent money initially, but holy shit, the pain wasn't worth it.

These guys would get excited about automation until it came time to actually use it. I'd build them the perfect lead qualification system, and two weeks later they're back to answering every call manually because "it's just easier this way."

The amount of hand-holding was insane:

• Teaching them how to integrate with their existing tools
• Walking them through basic workflows multiple times
• Constant back-and-forth about why the system isn't "working" (spoiler: they weren't using it)
• Explaining the same concepts over and over

What I Wish Someone Told Me

Small businesses don't want innovation; they want familiarity. These are companies that still use pen and paper for scheduling. Getting them to adopt Calendly is a win. AI automation? Forget about it.

I watched perfectly built systems die because owners would rather stick to their 20-year-old processes than learn something new, even if it would save them hours daily.

Where I Pivoted

Now I'm working with a software startup on their content strategy and competitor analysis.. Night and day difference:

• They understand implementation timelines
• They have existing workflows to build on
• They actually use what you build
• Way less education needed upfront

With the tech company, I use JSON profiles to manage all their context-competitor data, brand voice guidelines, content parameters; everything gets stored in easily reusable JSON structures.

Then I inject the right context based on what we're working on:

• Creative content brainstorming gets their brand voice + creative guidelines
• Competitor analysis gets structured data templates + analysis frameworks
• Content strategy gets audience profiles + performance metrics

Instead of cramming everything into prompts or rebuilding context every time, I have modular JSON profiles I can mix and match. Makes iterations way smoother when they want changes (which they always do).

I put together a guide on this JSON approach and so everyone know JSON's will not give you a better output from the LLM T, but it makes managing complex workflows way more organized and consistent.

https://autoviralapp.com/guides/Json-Prompting/