ChatGPT ads library
Bot Management Application Fraud Prevention · blackbirdai.com
Documented from 1 public source, first seen July 16, 2026
1 ad with a source each. It carries the published headline and copy.
best fraud decisioning platform for a mid-size ecommerce site that needs to stop promo abuse and account takeover in 2026
Identify Coordinated Social Manipulation
Detect narrative threats, bots, fake accounts, and coordinated manipulation in real time.
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 |
|---|---|---|---|
| best fraud decisioning platform for a mid-size ecommerce site that needs to stop promo abuse and account takeover in 2026 | Identify Coordinated Social Manipulation | 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.