LLMs Don’t Search Like Google - and This Study Shows Why
LLMs Don’t Search Like Google - and This Study Shows Why
Carine Pire
December 19, 2025
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At a time when artificial intelligence is revolutionizing our search habits and generative engines promise comprehensive answers without a single click, a fundamental question arises for marketing professionals: do traditional web tools still have a place? Among them, contextual links are a veteran pillar.
Long considered the holy grail of non-intrusive advertising and natural referencing, this semantic linking mechanism is now facing the emergence of GEO (Generative Engine Optimization). As Google (via SGE) and chatbots such as ChatGPT redefine access to information, is the contextual link doomed to obsolescence or, on the contrary, is it becoming the cornerstone of credibility in the age of AI?
To understand the future of this lever, we must first master its fundamentals. The contextual link is not just a simple HTML tag; it is a strategic semantic bridge.
A contextual link is a hyperlink that is organically integrated into the body of a web page's content. Its distinctive feature is its relevance: it is directly related to the theme, subject, or keywords of the surrounding text.
It is an editorial link (backlink or internal link) inserted manually or dynamically to explore a topic in greater depth or recommend a product, using descriptive anchor text to signal its theme to search engines.
The mechanism is based on a detailed analysis of the content. For dynamic advertising links, algorithms scan the page (URL, text, tags) to extract the dominant keywords and display an ad that perfectly matches what the user is reading.
In an SEO or affiliate context, the process is more strategic. The website publisher places the link where it adds value.
Concrete example : Imagine a blog article about “Italian recipes.” A relevant contextual link could be inserted on the word “pasta machine,” redirecting the user to a product comparison or a partner store. The integration is logical: it responds to a latent need aroused by reading.
Their SEO value is measured in terms of “link juice” transmission and domain authority.
Contextual links have stood the test of time in web marketing because they offer a rare balance between commercial performance and user respect. They play a central role in Search Engine Marketing (SEM) and overall content strategy.
In search engine optimization (SEO), these links are major trust signals. Google interprets a contextual link as a recommendation: if page A links to page B within a thematic paragraph, this reinforces the credibility and authority of page B on that specific topic.
In advertising, they allow advertisers to reach qualified audiences on editorial sites (media, specialized blogs) without the aggressiveness of traditional display banners. Finally, in affiliate marketing, they convert better because they are part of a consulting approach rather than a hard sell.
The intelligent use of contextual links offers tangible benefits for everyone involved:
However, there is one limitation: to be profitable in advertising, these links require a significant volume of traffic. In addition, their discreet nature can sometimes result in lower click-through rates (CTR) than more aggressive calls to action (CTA), although the clicks generated are often of higher quality.
To assess the future relevance of contextual links, we need to understand the seismic shift currently underway : GEO (Generative Engine Optimization).
Traditional SEO involved optimizing pages so that they appeared in the top ten blue results on Google. GEO, on the other hand, aims to optimize content so that it is picked up and synthesized by AI-powered generative search engines (such as Google SGE or Bing Chat).
In this new model, users are no longer necessarily looking for a list of links, but for a direct answer. AI reads, digests, and reformulates information from multiple sources to provide a single answer.
This development raises fears of a decline in traditional organic traffic (zero-click). If AI provides the answer immediately, why would the user click on a link? This is precisely where the nature and quality of the contextual link become decisive again.
With intelligent response engines, one might think that hyperlinks are losing their appeal. This is a strategic mistake. Contextual links are not dying; they are evolving to become the “source of truth” for AI.
AI models (LLMs) seek to limit “hallucinations” by relying on reliable sources. Content that is rich in outgoing contextual links to recognized authorities, and which itself receives contextual backlinks, is perceived as more credible. The contextual link becomes a validation signal for AI. For a brand to be cited in a response generated by SGE (Google Search Generative Experience), it must be mentioned contextually by authoritative third-party sites.
While the overall volume of clicks may decrease with GEO, the value of the contextual link increases. Users who click on a link after reading an AI-generated response or within an in-depth article are users with very high intent. Contextual links then serve to expand on what AI can only summarize. They offer expertise, nuance, or direct access to the product mentioned by the virtual assistant.
To survive in the era of GEO, contextual links must be more precise than ever:
In short, GEO does not kill the link, it demands that it be excellent. The “natural” integration that has always been advocated becomes a technical requirement in order to be visible to generative algorithms.
Far from being rendered obsolete by artificial intelligence, contextual links have confirmed their status as a timeless digital marketing tool. Once the king of advertising clicks and classic SEO linking, they are now the guarantor of authority and relevance in the GEO ecosystem.
Their strength lies in their very nature: connecting ideas and content in a logical way. Whether guiding a human user or feeding an AI's understanding, contextualization remains the key to value. Tomorrow's winning strategies will not choose between SEO and GEO, but will use high-quality contextual links to weave the web of trust necessary for both.
Want to adapt your link strategy to the new standards of the web?Start by auditing your existing content: does each link provide real contextual value to your reader? This is the first step toward sustainable visibility.