About
A different kind of AI advisor for owner operators.
Most AI answers from the whole internet. That's why it makes things up, repeats bad advice, and doesn't know your trade. We took the opposite approach.
19,000+
Vetted operator insights
140+
Trades represented
0
Open-web sources
100%
Cited or it says so
The principle
A closed wall.
We curate a private library of operator-tested wisdom. Real interviews, real decisions, real outcomes from people who have actually run shops. Our AI is locked to that library.
When you ask a question, you get an answer grounded in what actually worked. When the library doesn't have an answer, the AI tells you so. It does not guess.
This is the trade-off we make for trust. Less surface area. More signal.
How we built it
Four principles that shape every answer.
Closed-wall retrieval
Our model can only pull from our private library. It cannot reach the open web. That is the only way to guarantee what you get came from someone who has actually run a shop.
Curated, not crawled
Every source is reviewed and tagged by hand. Interviews, post-mortems, written submissions, episodes. If it is not operator-tested, it does not go in.
Answers stay in scope
If your question falls outside what the library knows, the AI tells you so. It will never pad an answer with generic AI filler to look smart.
Built with operators
Every new feature, every prompt change, every guardrail is reviewed against real owner workflows before it ships. Not against engineering benchmarks.
Who we are
Operators first, software second.
We have hired and fired. We have priced jobs wrong. We have watched a slow week turn into a slow quarter. We built this because the advice we needed was scattered across podcasts, forums, group chats, and the back of receipts.
Our team blends people who ran shops with people who build software. The mix matters. Engineers without operator instinct ship features owners do not use. Operators without engineering rigor ship features that hallucinate.
We work out loud with owners. Every meaningful product decision is reviewed by people who have actually done the job we are advising on.
Founders
The people behind Ask a Shop Owner.
Rawlings Barnes
Co-founder
Business owner and operator with decades of experience building, buying, and selling companies across service, retail, and manufacturing. He has hired and fired, run the P&L, priced jobs wrong, and learned firsthand what actually moves a business forward. He built this because owners need answers from people who have lived it, not generic advice scraped from the internet.
LinkedIn
Ron Nussbaum
Co-founder
Marine Corps veteran, business owner, and operator who has built, bought, and sold companies alongside contractors and trades owners. He has carried the payroll, sat across from hundreds of owners working through the same problems, and knows what actually works on the ground. He built this because entrepreneurs deserve guidance from people who have been in the seat, not AI slop from the open web.
LinkedInWhat we will not do
The lines we draw.
- We do not pull from the open web at answer time. No crawled blogs, no scraped forums, no AI slop.
- We do not sell your conversations or train third-party models on them. Your questions are yours.
- We do not pretend to give legal, medical, or tax advice. We will tell you to go talk to someone licensed.
- We do not run ads inside answers. The product you pay for is the product you get.
FAQ
Questions we get.
- How is this different from ChatGPT?
- ChatGPT answers from the entire internet. We answer only from a vetted corpus of operator wisdom. If the library doesn't know, we say so, instead of hallucinating advice.
- Where does the source material come from?
- Interviews, episodes, decisions, and post-mortems from working shop owners.
- Will it work for my industry?
- If you run a small business that touches customers, inventory, labor, or local marketing, yes. The corpus is broad across owner-operator categories.
- Do I have to share my numbers?
- No. You can ask anonymously. The more context you share (trade, size, location type), the more specific the answers.
- Who owns the data I share?
- You do. We do not sell conversations or use them to train outside models. You can delete your data at any time.
- Is the library growing?
- Yes. We add new operator interviews and decisions every week, and retire material that no longer reflects how shops actually run today.
- Can I contribute my own experience?
- Yes. Reach out through the contact form. We are always looking for owners willing to share what worked and what did not.
- Will you ever connect this to the open internet?
- No. The closed wall is the product. The day we open it is the day we become every other chatbot.