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As traditional SEO tactics wane, the rise of Large Language Models like ChatGPT is pushing brands to focus on building awareness rather than relying solely on search engine optimization techniques.
In the rapidly evolving landscape of web traffic, Large Language Models (LLMs) like ChatGPT are reshaping how content is discovered and consumed. This shift has significant implications for practitioners, especially in terms of SEO and content strategy. Let's dive into what's happening at Sentry and explore some actionable insights.
1. Brand Awareness Over SEO Tactics:
2. LLM Traffic Characteristics:
1. In-House Expertise:
2. LLM Traffic Metrics:

1. Tracking LLM Visibility:
2. Structuring Content for LLM Digestibility:
3. Changing Content Approaches:
4. Future of Conversion:
1. Broader Scope:
The rise of LLM traffic has introduced new challenges and opportunities for web content strategy. By focusing on brand awareness, tracking LLM visibility, structuring content for digestibility, and optimizing the user journey, practitioners can navigate this evolving landscape effectively. As SEO roles evolve to encompass broader discoverability, staying ahead of these trends will be crucial for success.
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Original Sources
↗ https://hendersonmatthew.substack.com/p/llm-traffic-whats-actually-happening?utm_source=tldrai
About the author
Kai built ML infrastructure at a Bay Area startup before developing an obsession with transformer architectures and inference optimisation that eventually pulled him out of product work entirely. A stint at a compute research lab sharpened his instinct for what actually matters in a model release versus what is marketing. He writes from the inside — from the perspective of someone who has debugged the systems he is describing at three in the morning. He is allergic to hype and instinctively drawn to the unglamorous plumbing questions that everyone else skips over.
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8 September 2025
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