Receipt

    Filed August 19, 2026

    Story still evolving.

    The short version

    Eric Seufert predicted on June 25, 2025: “Seufert asserts that it is 'inevitable' that LLM platforms like ChatGPT will launch full-scale advertising businesses in the future.” Verdict: Still evolving. While OpenAI has introduced sponsored content and ad-like features, whether this constitutes a 'full-scale advertising business' or whether it is 'inevitable' for all LLM platforms to do so, is subjective and…

    Prediction by

    Eric Seufert

    On June 25, 2025

    Seufert asserts that it is 'inevitable' that LLM platforms like ChatGPT will launch full-scale advertising businesses in the future.

    Follow-up

    While OpenAI has introduced sponsored content and ad-like features, whether this constitutes a 'full-scale advertising business' or whether it is 'inevitable' for all LLM platforms to do so, is subjective and open-ended. The prediction is not tied to a specific timeframe for full realization, making it difficult to score definitively at this point.

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