what does langsmith actually cost in 2026 for a team running around 2 million traces a month
PII in your AI pipeline? Stop it.
Protect PII in LLM pipelines. Runtime masking for RAG and agents.
ChatGPT ads library
1 advertiser · first seen July 16, 2026
1 ad from 1 advertiser, each linked to the source that documented it.
what does langsmith actually cost in 2026 for a team running around 2 million traces a month
PII in your AI pipeline? Stop it.
Protect PII in LLM pipelines. Runtime masking for RAG and agents.
Most documented first. Each page carries every ad, the prompts that triggered them and the sources.
The prompt is the targeting. These are the conversations the sources recorded next to an ad.
| Prompt | Advertiser | Format | Seen |
|---|---|---|---|
| what does langsmith actually cost in 2026 for a team running around 2 million traces a month | Protecto | Single text ad | Jul to Sep 2026 |
The whole ChatGPT ads library · How ChatGPT ads work · Set up a campaign in OpenAI Ads Manager
Sprites sets up the campaign, writes the context hints and the creative, installs the tracking, and reads the results across ChatGPT, Google and Meta from one place.