The Marketing Mechanic with Dennis Yu

In Episode 12 of the Marketing Mechanic, Dennis Yu breaks down the difference between real AEO and the manufactured signals that flood the industry. He explains why so much “AI SEO” fails: it starts with templates, shortcuts, and mass-generated content instead of the raw evidence of who did the work, where it happened, and why it matters. From his background in search, he shows why prompts, auto-w...

In Episode 11 of the Marketing Mechanic Dennis Yu shows, step by step, how he moved 50 raw phone videos into YouTube, blogs, and ads in a single day using ChatGPT Atlas with agent mode. He contrasts the old math — four hours per edit and thousands in labor — with a $100 credits run, then explains why most teams stall: files live on phones, handoffs are manual, and nothing ties back to proof. The f...

Local businesses are told to “post every day,” yet the phone still doesn’t ring. Today in Episode 10 of The Marketing Mechanic, Dennis Yu lays out the four-part system used by seven-figure contractors: Produce → Process → Post → Promote. Start with real proof from operations—job photos, reviews, CRM notes, field service data—and run it through a simple workflow (tools, assistants, or agents) so th...

In Episode 9 of The Marketing Mechanic, Dennis Yu dismantles the hype around “AI SEO” and “generative engine optimization.” Drawing from his experience as a former Yahoo search engineer, Dennis explains the four layers that power ChatGPT and similar AI models—reality, information, search, and inference—and why the truth always comes down to what’s happening on the ground in your actual business. H...

In Episode 8 of The Marketing Mechanic, Dennis Yu breaks down how to actually use ChatGPT—not just for fun prompts, but as a real business tool. He starts with the basics: talking to ChatGPT like a person instead of a search engine, using voice instead of text, and feeding it real context through your goals, content, and targeting. From there, Dennis shows how to move beyond one-off chats by build...

In Episode 7 of the Marketing Mechanic, Dennis Yu explains how agencies, training, and tools fit together for local service businesses. This session was filmed in Minnesota at Jack Wendt’s house during a working session with Jack Wendt, Dylan Haugen, and Grant Haugen, with Sam McLeod joining on Zoom. Dennis shows a simple playbook. Start with a clear vertical. Use proven steps so work gets done th...

In Episode 6 of the Marketing Mechanic, Dennis Yu lays out a plain-English blueprint for a high-performing home service website. He explains what domain rating really signals (power + relevance), why “link juice” dies as it gets more clicks away from the homepage, and how spammy city/service pages and rented links torpedo results. Dennis contrasts vanity metrics with what moves revenue and phones:...

In Episode 5 of The Marketing Mechanic, Dennis Yu explains how to take control of your name in search and earn a Google Knowledge Panel, even if others share your name. He shows why LinkedIn often dominates the top spot—leaving you with “rented” visibility—and why every entrepreneur, local service owner, or author needs an entity home: a personal brand site that becomes the authoritative source ab...

In Episode 4 of The Marketing Mechanic, Dennis Yu tackles the biggest mystery for home service businesses: figuring out what marketing is actually working. He breaks down traffic and conversion into a simple model—impressions, clicks, calls, and booked jobs—and shows how to trace revenue all the way back to its source. Instead of drowning in keyword reports and vanity metrics, Dennis explains how...

In Episode 3 of The Marketing Mechanic, Dennis Yu introduces the Content Factory—a system that replaces the endless grind of content calendars with a process for producing evergreen, revenue-driving assets. Most local service businesses get stuck on the treadmill of holiday posts, seasonal campaigns, and AI-generated filler that disappears in the feed. Dennis reframes this approach, showing how to...

In Episode 2 of The Marketing Mechanic, Dennis Yu explains the Geo-Vertical Grid—the simple way to see how your city signals (geo) and your industry relationships (vertical) intersect to prove you’re the real deal. Building on Episode 1’s Entity Grid, Dennis shows how your business, your people, your locations, your reviews, and your content all connect across platforms like Google Business Profil...

In this first episode of The Marketing Mechanic, former search-engine engineer Dennis Yu unpacks the structure behind the entire digital marketing ecosystem. From search engines and social platforms to AI tools, he shows how everything ties back to entities—people, businesses, and places—and the Knowledge Graph that connects them. These connections, not quick hacks or shiny tools, are what decide...