TLDR Tech / Marketing
The Great Flattening, Part 2: The Data Is Worse Than the Anecdotes
AI content creates a measurable trust problem because most models produce near-identical language and ideas across brands, industries, and even countries. Research found 81% similarity between outputs from OpenAI GPT-4o and DeepSeek DeepSeek V3 for simple product copy, and studies showed prompt tweaks or higher randomness settings failed to restore meaningful originality. Consumer backlash is already visible: only 13% fully trust AI, 31% trust brands less when they spot AI-generated marketing, and 52% disengage after identifying AI content. Differentiation now depends less on prompt engineering and more on having a strong point of view, distinctive brand language, and original thinking before AI enters the workflow. Brands that preserve a recognizable voice can stand out faster as AI-generated content floods the web and pushes competitors toward the same generic messaging.
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