Independent ad transparency

ChatGPT Ads observed in Brazil

Search ads observed in ChatGPT by advertiser, country, message, and date.

Built independently by LLM Pulse. This is not an official OpenAI library, and coverage may be incomplete.

How it works

A practical transparency layer for ChatGPT ads

LLM Pulse observes sponsored placements while measuring AI answers, groups repeat sightings into distinct creatives, and publishes only the ad information needed for research.

1

Observe

We record sponsored placements returned during normal ChatGPT monitoring in enabled countries.

2

Group

Repeat sightings are grouped into one creative with first and last observed dates.

3

Protect

Customer projects, prompts, and surrounding ChatGPT responses are never shown in this library.

ChatGPT Ads Library FAQ

Is this an official OpenAI ad library?

No. It is an independent research database from LLM Pulse built from ads we observed in ChatGPT.

Does this include every ChatGPT ad?

No. Coverage depends on the countries and queries LLM Pulse observes, so some ads may be missing.

What does observed mean?

It means LLM Pulse captured the ad in a ChatGPT result on that date. It does not prove campaign start, end, targeting, spend, or performance.

Can I export the library?

No. The library is designed for interactive research. Scale and Enterprise customers can search the full observed dataset, subject to fair-use limits.

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