What is the inevitable evolution of LLMs and search?

Unpack how stock-driven decisions, market dysfunction & inevitable corrections reshape the future of search as we reach an LLM breaking point.

Identify traffic-stealing competitors Find untapped keyword opportunities Create content that ranks higher sel logo search icon SEO » Article Share It’s clear to me that the current “LLM situation” is untenable. These platforms are offering a very expensive set of products with relatively unlimited access. At the same time, you have content creators and publishers in a state of panic as decreased traffic has become the norm.

Add to this that platforms ranging from Google’s AI Mode to ChatGPT lack clarity on how to monetize their products, and it becomes clear we’re kicking a can down the line, and sooner or later, all bills come due. The LLMs providing such broad access at no cost are unsustainable long-term. Content publishers offering their content to LLMs for free without traffic or other compensation in return is also unsustainable. It almost feels like a damned if you do, damned if you don’t moment.

This development reflects ongoing changes in how search engines evaluate and rank content, with implications for organic visibility strategies.

Those sorts of realities, while painful, encourage (if not demand) movement towards resolution. So, how does this all play out?

Market changes are coming, and, in my honest opinion, your marketing and SEO strategies are going to depend on it. But before we get to where we are now and how the LLM scenario will inevitably change, we first have to understand how we got here: Stock valuation (sounds boring, but I promise it’s not). The biggest “LLM event” with the greatest amount of impact for marketers wasn’t the launch of ChatGPT or Google Gemini. It was the announcement of Bing’s AI chat experience and its integration into Bing Search.

Key points

  • When it does, these platforms will suddenly start considering what people really want from an LLM in totality.
  • However, none of the announcements about ad placements in Google’s LLM properties had much, if any, substance.
  • Moreover, Google made all sorts of confusing announcements about ads appearing above, below, and within AIOs.
  • The outcome of this event can have a huge impact on how Google is perceived by the overall market and investors.
  • As I said at the outset, the whole situation regarding LLMs in search isn’t sustainable in its current form.

Why it matters: Could influence rankings, visibility, or content strategy decisions.

Source: Search Engine Land

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