- M.S. Data Science · University of Colorado Boulder
- 20+ years operational leadership
- Former U.S. Embassy Baghdad diplomatic security
- Python · SQL · ML · schema · GEO methodology
Hi, I’m Ryan.
I help home and design businesses win the AI search shift.
Prompting Logic is a solo Generative Engine Optimization consultancy. No agency, no account managers, no junior staff writing in your voice. You work with me directly, from audit to ongoing execution.
Data science, after twenty years of leading teams where failure wasn’t an option.
Before data science, I led diplomatic security missions at the U.S. Embassy in Baghdad, managed infantry squads through combat deployments, and coordinated cross-functional teams where small mistakes had enormous consequences. I spent two decades learning how to reduce complex, ambiguous situations down to the specific next action that actually moves the outcome.
Then I went back to school. M.S. in Data Science from the University of Colorado Boulder. I built predictive models, trained BERT architectures on screenplay data, shipped a production sentiment-analysis API on FastAPI, and wrote a weekly blog analyzing every major shift in the AI industry.
That blog is how I noticed something most SEO practitioners were missing. Every week a new AI model was launching, every week Google was rolling out another AI Overview expansion, every week ChatGPT’s web search mode was getting better at returning concrete business recommendations. And every week, home and design businesses were getting more invisible.
Prompting Logic is what I built to fix that. The data science background means I actually understand how these models retrieve and rank information. The operational background means I ship the fix, not a 60-page report that sits in your inbox. The combination is the value.
The home and design businesses most at risk are the ones least aware of it.
Search has always evolved. Having a website became non-negotiable. Mobile-friendliness became mandatory. Google reviews started mattering more than Yellow Page ads ever did. AI search is the current shift, and it is moving faster than any previous one.
The businesses that build AI visibility now will be the ones AI recommends for the next decade. The compounding dynamic is the same as it was for web presence in 2004: whoever moves first earns authority that’s very hard for late movers to reverse.
Big agencies aren’t focused on this market. The solo operators and small shops who actually need it the most have nobody in their corner. That’s the gap I built Prompting Logic to fill.
No agency overhead. No long contracts. No surprises.
Audit before retainer
The free Quick Audit shows you exactly what’s broken before you spend a dollar. No mystery fees. No lock-in.
Fixed pricing, fixed scope
The Full Audit is $799. The monthly is $299. You know the cost before you commit. If I can’t deliver, I refund.
Solo, direct, fast
You email me, I reply. No ticketing system. Full Audits delivered in 48 hours. Monthly work scoped to 60 minutes of deep attention per client.
You keep every asset
Every piece of schema, every FAQ, every page we build is yours. Cancel the monthly anytime and you walk with everything shipped to date.
I also build and write.
When I’m not running audits, I’m shipping side projects and writing about the AI industry. Some of what I’ve built and published:
Let’s see what AI knows
about your business.
Free Quick Audit. 24-hour turnaround. No pitch deck. Just a clear answer to whether AI can find you and what it would take to fix that.