Organic and Paid Will Converge
- Alan Rambam

- Feb 20
- 2 min read

I’ve been seeing a lot of posts talking about how LLMs are going to start offering advertising and saying it’s the “next big thing”. IMHO as someone who watched human and machine behavior on LLMs every day – it kind of is, but it’s not the biggest part of the story.
By 2028, advertising inside AI systems will mature into conversational placements embedded within answers. Just to say that slowly -- ad placements will be part of the conversation and embedded within the answers.
This is a HUGE shift. If humans were the only audience, the ads would be a bigger part of this. But the people saying how big ads are going to be don’t seem to understand that humans are the secondary audience. Machines specifically AI Assistants are the primary audience.
Students and all consumers today use AI Assistants, they’re making the first decision. This will not be “organic vs paid” that was pre-AI. Today, there will only be: “What my assistant recommends.” Regardless of if it’s organic or paid, it’s what my assistant recommends.
Advertising within LLMs is HUGE but GEO drives trusted inclusion. Paid reinforces high-intent visibility. They will operate as one system. Paid will amplify GEO, your advertising will only work if you hire someone like me to ensure that the AI Assistant can see you in the first place.
Budgets will shift toward:
High-intent conversational queries
Assistant-adjacent placements
Contextual recommendations
Intent-based campaign configuration
GEO is the BIGGER deal. If you’re going to rely on LLM advertising as the BIG SHIFT, you don’t understand how people and Assistants use LLMs and how important organic is going to be to the equation. LLM advertising is an Add-On. With Google SEM, Google Paid was the focus it helped narrow the field, it told you out of this big, long list of blue links GO HERE.
NOW there is just one result. Paid will increasingly amplify GEO rather than replace it. Institutions and brands must prepare now for a fully integrated full-funnel strategy.




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