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-written city pages, stack schematics, and similar tricks collapse under scrutiny — not because the tools are bad, but because they aren’t connected to actual experience. Search, he argues, has always been about identifying what is real, and that hasn’t changed.Dennis lays out the litmus test that separates legitimate ranking from illusion. Real signals come from photos, videos, check-ins, reviews, and the relationships that tie a person or business to a place. Fake signals come from mass content engines, artificial engagement, or “systems” that generate thousands of pages with no grounding in reality. He shows how search teams can spot manufactured patterns quickly, why reinclusion rarely succeeds when a site crosses the line, and how black-box promises often rely on synthetic traffic or behavior that platforms eventually detect. The point is not to shame anyone — it’s to help business owners recognize why short-cuts never outlast the algorithm.The path forward is simple: build your presence around verifiable proof. Document real work. Publish authentic moments from the field. Let AI translate what already exists instead of fabricating what doesn’t. When your digital footprint reflects genuine experience, everything else — your website, Google Business Profile, YouTube channel, and ads — becomes a multiplier rather than a liability.If you want a team member who can set up this kind of evidence-driven pipeline the right way, enroll a young adult in High Rise Academy and we’ll help them build it for your business: https://highriseinfluence.net/ai-apprentice-program/Dennis Yu, Founder of Local Service Spotlight:Facebook: https://www.facebook.com/dennisyu/LinkedIn: https://www.linkedin.com/in/dennisyuTwitter: https://x.com/dennisyuLocal Service Spotlight: https://localservicespotlight.com/