▸ The leapbuzz blog

Operator notes on AI marketing, performance media, and the AI citation layer.

Written by the senior practitioners who run the work. 28 pieces.

ChatGPT ads self-serve playbook hero illustration, editorial line art on cream paper showing a minimalist conversational interface motif with a question mark and message bubble connected by a wavy ink line.

Featured · AI Marketing · · 12 min

ChatGPT ads went self-serve in May 2026: what changed for buyers

OpenAI dropped the minimum spend and shipped conversion tracking and CPC bidding. Financial services and health are excluded, self-serve is US-only, and Singapore is not live yet. What that means for buyers across our five markets.

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