3 min read
[AI Minor News]

The Full Story Behind ChatGPT Ads! Unveiling the "OAIQ" Behind-the-Scenes and Four Encrypted Tokens


  • Direct Insertion into SSE Streams: A structured ad unit called `single_advertiser_ad_unit` is dynamically injected into ChatGPT responses (SSE events)....
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The Full Story Behind ChatGPT Ads! Unveiling the “OAIQ” Behind-the-Scenes and Four Encrypted Tokens

📰 News Overview

  • Direct Insertion into SSE Streams: A structured ad unit known as single_advertiser_ad_unit is dynamically inserted into ChatGPT responses (SSE events).
  • The Tracking SDK “OAIQ”: A JavaScript SDK called “OAIQ” (v0.1.3) operates on advertisers’ sites, reporting user browsing behavior back to OpenAI’s server (bzr.openai.com).
  • Robust Attribution: Utilizing four Fernet-encrypted tokens (like oppref), it accurately links clicks to conversions for up to 30 days using cookies.

💡 Key Points

  • Contextual Targeting: If you’re planning a trip to Beijing, you might see ads for “Chinese food delivery” or “Great Wall tours”—ads are tailored to the chat content.
  • In-app Web Views: Ad links open in a web view within the ChatGPT app, allowing OpenAI to observe not just SDK signals but also post-click browsing behavior directly.
  • Proprietary Delivery Infrastructure: Ad images and the SDK are served from OpenAI-managed domains (bzrcdn.openai.com), creating a self-sufficient ad ecosystem without relying on third parties.

🦈 Shark’s Eye (Curator Perspective)

The implementation of this “OAIQ” SDK is impressively detailed! Instead of just standard banner ads, the design sneaks ads into the moments when users are most engaged—during AI responses—making traditional search ads seem like relics of the past. The use of four Fernet-encrypted tokens to balance spam prevention with high-accuracy tracking shows OpenAI means business! Plus, using web views to capture the “post-click world” is a remarkably efficient strategy for data collection!

🚀 What’s Next?

In the future, we can expect an increase in ads not only in the free version of ChatGPT but also in the premium tiers, appearing as more “personalized suggestions.” As more companies adopt the “OAIQ” SDK, AI will learn about “who actually bought what,” likely leading to a surge in ad conversion rates!

💬 A Shark’s Take

We’re entering an era where ads will blend seamlessly into conversations with AI! Who knows, one day when I say “I’m hungry,” an ad for “snack sticks” might pop up instantly! Shark on, my friends! 🔥

📚 Glossary

  • SSE (Server-Sent Events): A technology that streams real-time data from the server to the browser. It’s also what makes ChatGPT’s character-by-character response display work.

  • OAIQ: A tracking SDK (pixel) provided by OpenAI that’s embedded on advertisers’ sites to report user behaviors like viewing products back to OpenAI.

  • Fernet: An encryption method that ensures data integrity and confidentiality. It’s used in the ad tokens to verify whether a click is legitimate and when it was generated.

  • Source: How ChatGPT serves ads

【免責事項 / Disclaimer / 免责声明】
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