◈ X-Research
← Inbox
THREAD Thread connecting OpenAI's new advertiser infrastructure to the operator reality of managing multi-channel performance marketing. Every new channel needs the same boring machinery; Plurio agents are built to manage them uniformly. Grounded in Seva's VybeCon talk on the 5-stage agent adoption in performance marketing.
S
Seva Ustinov @sevaustinov 1/2

ChatGPT just got a web pixel, a Conversions API, and an Advertiser API. For anyone who's managed Meta or Google at scale: you recognize this. It's the exact same infrastructure every performance channel ships before it scales.

226/280 ✓
S
Seva Ustinov @sevaustinov 2/2

Every new ad platform eventually needs the same boring machinery: attribution, creative testing, budget allocation, conversion feedback loops. ChatGPT Ads is early. But for us at Plurio, this is just another channel our agents will manage — same playbook, new surface.

268/280 ✓
Review
reason:
Edit draft text
Related Seva's Voice entry: vibecon-2026-ai-agents-performance-marketing →