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Home / Marketing Systems - Page 2

Marketing Systems

Systems and workflows that drive scalable growth—covering campaign engines, attribution models, CRO, and analytics.

AI Fluency Log by Sorilbran - "AI Document Hygiene"
AI Fluency Marketing Systems

AI Document Hygiene

AI doesn’t just see what’s on the slide—it reads the entire file. This post breaks down how hidden text, off-slide content, and workspace clutter still get parsed by machines, and what to do before exporting your next deck. A practical guide to operational hygiene in the age of machine visibility.

Read More AI Document HygieneContinue

AI Fluency Log by Sorilbran - "Navigating AI Memory Loss"
AI Fluency Marketing Systems

Tokens and Takeoffs: A System for Navigating AI Memory Loss

Over the weekend, I realized Maverick (my AI) and I were losing context mid-project because our conversations were too long. I’d assumed memory issues showed up randomly. Turns out, they show up at 100,000 tokens. Quantifiable. Preventable.

Read More Tokens and Takeoffs: A System for Navigating AI Memory LossContinue

AI Fluency Log by Sorilbran - "Notice, Ask, Mitigate: The Hiccup with Uploading Images to ChatGPT"
AI Fluency Marketing Systems

Notice, Ask, Mitigate: The Hiccup with Uploading Images to ChatGPT

In this entry, I explore a repeat glitch in how AI responds when I upload images mid-conversation.

Read More Notice, Ask, Mitigate: The Hiccup with Uploading Images to ChatGPTContinue

AI Fluency Log by Sorilbran - "Syntax, Semantics, and the Risk of AI-Generated Content"
AI Fluency Marketing Systems

Syntax, Semantics, and the Risk of AI-Generated Content

This log explores what happens when AI helps shape your content but accidentally erases your fingerprint in the process. I explore syntax patterns, semantic noise reduction, and how to keep your voice recognizable as you scale thought leadership through AI.

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AI Fluency Log by Sorilbran "Parsing Like a Machine: How AI Reads Differently From Humans"
AI Fluency Marketing Systems

Parsing Like a Machine: How AI Reads Differently from Humans

In this entry, I unpack a moment with Maverick (my AI assistant) that revealed a major difference between how humans and AI “read.” Spoiler: it’s not the same.

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AI Fluency Log by Sorilbran - How Does AI “Know” Me: Identity Anchors & Pattern Recognition
AI Fluency Marketing Systems

How Does AI “Know” Me: Identity Anchors & Pattern Recognition

In this first entry of my “AI Fluency” series, I document how AI identifies users based on patterns, not assumptions.

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cover for How Fandom Extends the life of Cinematic Storytelling by Sorilbran
Content Strategy Influence Systems Marketing Systems

How Fandom Extends the life of Cinematic Storytelling

Cinema isn’t just about what happens on the screen anymore. It’s about what happens after – on our timelines, in our reels, in our memes. Fans are consuming movies and then co-creating content ecosystems that extend the life of the film.

Read More How Fandom Extends the life of Cinematic StorytellingContinue

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Detroit founders, I teach search engines and AI tools who you are, when to recommend you, and which customers to send your way.

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© 2026 Sorilbran Stone | Organic Growth Strategist for Detroit's Business Ecosystem

  • Home
  • About
    • Agency
    • NORAH: GTM Intelligence for Detroit Founders
    • Detroit Visibility Study
    • Stone Creative Intelligence
    • Five-Talent Strategy House
  • Services
    • Search + AI Visibility Repair
      • The Translation Layer
      • Solving for I
      • The Brand Lexicon
      • The Brand Intelligence Stack
    • Clarity + Conversion Positioning
    • Revenue-Relevant Organic Content
    • Content Engine Repair
    • Fix Underperforming Ads
    • Pipeline Beyond Events
  • Case Studies
    • From $0 to 7-Figure Pipeline from ChatGPT in 10 Mos
    • Fixing the Ads
    • From Company Blog To Multi-Million-Dollar Inbound Engine
  • News
    • NORAH Wins People’s Choice Award at Venture 313 Pitch Competition
    • Black Tech Saturdays for Virtual AI Series
    • Five-Talent Joins TechTown
    • Digital Empowerment Summit
    • Essays
    • Insights
  • Contact