ChatGPT ads library
Quantum Computing As a Service · Web Scraping Proxy Networks Web Data Infrastructure · Vector Databases Embedding Infrastructure · spanapp.com
Documented from 1 public source, first seen July 16, 2026
3 ads with a source each. All carry the published headline and copy.
ibm quantum heron r2 vs google willow vs ionq forte which cloud platform gives best fidelity for 100+ qubit vqe chemistry workflows
Span: Prompt-2-prod observability and optimization
See the real mix of AI tools and models across teams, and know where to support or invest
how much does surge ai charge per task for rlhf labeling and is it worth it vs scale ai
Span: Prompt-2-prod observability and optimization
Turn agent feedback into a prioritized roadmap for codebase, rules, and harness fixes
how do i migrate from chroma to qdrant or pinecone when our rag app hits production - what breaks
Span: Prompt-2-prod observability and optimization
Measure how AI-assisted work is performing across teams. Turn trace into focused improvement.
The conversations OpenAI matched this advertiser to. Advertisers write context hints, not keywords; these are the prompts the match landed on.
| Prompt | Ad | Format | Seen |
|---|---|---|---|
| ibm quantum heron r2 vs google willow vs ionq forte which cloud platform gives best fidelity for 100+ qubit vqe chemistry workflows | Span: Prompt-2-prod observability and optimization | Single text ad | Jul to Sep 2026 |
| how much does surge ai charge per task for rlhf labeling and is it worth it vs scale ai | Span: Prompt-2-prod observability and optimization | Single text ad | Jul to Sep 2026 |
| how do i migrate from chroma to qdrant or pinecone when our rag app hits production - what breaks | Span: Prompt-2-prod observability and optimization | Single text ad | Jul to Sep 2026 |
Every card above links to the page that published it. The list, for the record.
All advertisers in the 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.