Receipt
Filed May 5, 2026
The short version
Aaron Goldman's prediction, paraphrased from the linked source (August 8, 2025): Ads on ChatGPT will become CPA. Verdict: Too early to tell. Specific, falsifiable call about pricing model. Will be evaluated when OpenAI or another major LLM platform formally launches an ads product and discloses pricing structure.
Prediction by
Aaron Goldman
On August 8, 2025
Paraphrase: Ads on ChatGPT will become CPA.
Follow-up
Specific, falsifiable call about pricing model. Will be evaluated when OpenAI or another major LLM platform formally launches an ads product and discloses pricing structure.
Original source
AI agents pave the path to CPA ads (LinkedIn)Topics
From the High Caliber AI network — see the AI for PR module in the course.