I Think I Found a Repeatable Way Into AI Citations. It's Holding Across Very Different Businesses.
I'm not going to oversell this: I'm still mid-experiment. But the same approach to getting cited by AI is now showing up across three clients in three unrelated industries — and that's the point where a lucky result starts to look like a method. Here's what I'm seeing, and the tooling I'm building so a business can actually see the advantage its AI presence gives it.
600 Out of 7,801: The Silent Bug That Booked Jobs on Techs Who Were Off
An AI voice bot was reading only 600 of 7,801 calendar events before deciding a technician was free — no error, no crash, every run logged 'success.' Here's the anatomy of a silent bug, why it's the most expensive kind, and why you monitor what your automations output, not just whether they crash.
Getting Cited by AI Is the Easy Part. Proving It Brings Orders Is the Real Work.
On a multi-location appliance-repair client's site, AI citations jumped roughly 6x in 13 days — ChatGPT went from 1 mention to 136. Encouraging. But AI presence is not revenue, and the number almost everyone ignores is the only one that pays the bills: orders that actually came from that presence. Here's why that's brutally hard to track, and how I'm approaching it.
I Stopped Chasing Startup Ideas and Started Collecting Business Pains
AI crushed the cost of building software, so implementation stopped being the moat. The real skill now is pattern recognition — hearing 'why are we still doing this manually?' and seeing a product. Here's how I build AI systems that don't lie, and why a supervised AI beats an unsupervised one every time.
35,500 to 148,000 Impressions in 6 Months: Why Templated SEO Gets You Nowhere and Custom Content Gets You There All at Once
Most SEO agencies sell you city page templates. Copy, paste, repeat 50 times. Here's what 6 months of doing the opposite looks like — 4x impressions, 4-5 organic leads per day, no ad spend.
The SEO Strategy That Actually Worked: 14,050% Impressions Without Backlinks or 'Hacks'
I ignored every LinkedIn SEO guru and ran my own test. 64 articles across 18 locations, zero backlink building, zero technical wizardry. Here's exactly what happened and why PAA questions are the most underused tool in local SEO.
From 64 to 496 Pages: How I Built a Local SEO System That Drives 4-5 Organic Leads Per Day Across 6 Cities
September 2025. A multi-location appliance repair company. 64 pages, no traffic, no content strategy, no physical storefront. Here's the exact system I built — and why AI-assisted content didn't kill the rankings, it accelerated them.
$13,000+ in LSA Credits Recovered in One Cycle — By Automating What Most Businesses Do by Hand (or Don't Do at All)
Google charges you for LSA leads that were never real customers. Most businesses pay anyway because disputing at scale is too slow to do manually. I built a system that does it automatically — $13,000+ recovered in a single dispute cycle across multi-location accounts.
You Don't Have a Lead Problem. You Have a Conversion Problem You Can't See.
Most home service businesses on LSA think they need more leads. They don't. They need to stop losing the ones they already paid for. Here's where the money actually leaks — and how to find it.
Keyword Cannibalization Is Killing Your Local SEO Rankings — And Most Tools Are Making It Worse
I built a tool that separates real cannibalization from architecture conflicts on local service sites. Blind redirects based on standard cannibalization audits can destroy rankings you spent months building. Here's what to look for instead.
From 50 to 488 Clicks: A Cross-Niche SEO Case Study (Music Education, Zero Backlinks)
I stress-tested my home service SEO framework on a music education site with zero authority. 28 days: 50 clicks. 16 months: 488 clicks, 29K impressions, average position 10.8. No backlinks. No paid tools. Here's the full data.
Before You Copy Someone's SEO Results, Understand Their Business Model
My partner sent me a case study: 10,000 pages, traffic exploded. Let's do the same. I started asking questions. The business model behind those numbers would have gotten us deindexed in three months.
I Analyzed 100 Service Business Calls With AI. What I Found Was Uncomfortable.
Built a script that pulls call recordings from CRM, transcribes with Whisper, and analyzes with Claude. Ran it on 100 calls. The patterns that kill bookings don't show up in any dashboard — until you actually listen.
Google's March 2026 Update and AI Content: What the Doomers Got Wrong
Fire emojis, shocked faces, 'STOP USING AI.' I ran the video through NotebookLM, compared it to 8 months of real data across 280+ AI-assisted pages. Here's what actually happened after the update.
3 AM, Database Down, AI Bot Dead: What I Learned From My Worst Night in Automation
My entire automation system crashed at 3 AM. PostgreSQL full, AI phone bot dead, 5 US locations offline. Here's what actually happened and how I fixed it — and what you should do before it happens to you.
Google AI Overviews: What Home Service Businesses Need to Know in 2026
AI Overviews are showing up for local service queries. Here's what I actually tested across 6 US markets, what triggers them, and how to get cited.
I have a full breakdown for each one.
Each page covers what's causing it, how I fix it, and real numbers from real clients.