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Advertising Inside LLMs: What to Expect

Ads will reach AI answers — the question is how. Plausible scenarios for LLM monetization and what it changes for the organic presence you build today.

GenomaJune 22, 20264 min read

Every large-scale platform, sooner or later, has to pay for itself. AI assistants are expensive to run, and the economic logic pushes toward some form of monetization beyond subscriptions. It's nearly certain we'll see advertising enter AI answers in some way. The interesting question isn't "if," but "how" — and the format it takes will define what changes for the organic presence you build today.

First, a necessary honesty: what follows are plausible scenarios, not dated predictions. No one knows exactly how advertising in LLMs will materialize. But thinking through the possible formats helps you understand what's at stake.

The Central Tension: Trust Versus Revenue

An AI assistant's most valuable asset is trust. People accept AI answers because they assume they're, to some degree, impartial — the best answer the model could give. The moment advertising enters, that trust comes under pressure. If users start to suspect the recommendation was paid for, the whole value of the assistant weakens.

That creates a tension that will shape every ad format in AI. Platforms have a strong incentive to preserve trust, because trust is where the engagement that makes advertising valuable comes from in the first place. We'll likely see formats that try to balance revenue and credibility, rather than solutions that obviously sacrifice one for the other.

Plausible Format Scenarios

A few paths seem more likely than others, in light of that tension.

Clearly demarcated ads, separate from the answer. Similar to search ads, which come labeled and distinct from organic results. Here, the AI answer would stay "clean," and the ad would be a separate space. This format preserves trust more, at the cost of being less integrated.

Sponsored recommendations within the answer, with disclosure. A middle ground where brands pay to be considered or highlighted, but with some kind of disclosure. More integrated, riskier for trust, and therefore likely subject to rules and transparency.

Affiliate and commission models. AI recommends organically, but earns a commission when the recommendation becomes a purchase. In this case, what AI shows can keep being guided by relevance, with monetization happening "behind the scenes." Plausible and relatively discreet.

What Probably Doesn't Change

Here's the most important point for anyone investing in organic AI presence today: none of these scenarios eliminates the value of organic presence. On the contrary.

Even in a world with AI ads, most answers will remain, in essence, organic — because it's organic credibility that sustains the product. Just as on Google organic results never stopped mattering despite ads, organic AI presence should stay central. And there's a detail: brands with strong organic presence arrive at the ad era at an advantage, because they're already recognized by the model, already have authority, and may need to pay less for the same effect — or not pay at all.

Building organic presence now is therefore not work that advertising will make obsolete. It's the foundation any future strategy, paid or not, will lean on.

Measurement Matters Even More When There Are Ads

Curiously, the arrival of advertising makes presence measurement more necessary, not less. When ads and organic coexist in answers, you'll need to understand both layers: where you appear organically, where competitors are paying to appear, and how those two worlds interact. Without measurement, you won't even distinguish earned presence from bought presence — yours or competitors'.

The sensible stance in the face of an uncertain future is not to try to guess the exact ad format, but to strengthen the foundation that holds in any scenario: solid organic presence, accurate information, recognized authority — all closely measured. Genoma tracks that organic presence today and gives you the base to see and react to whatever comes, paid or not. When advertising reaches LLMs, those who already understand their organic presence will be ready to decide, with data, whether and when it's worth paying.

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