Run More AI Workloads. Cut GPU Costs by 70%.
ScaleOps autonomously detects each AI workload’s GPU usage, assigns the right fractional GPU
The real user prompts we captured this ad appearing on inside ChatGPT.
AI agent for DevOps and CI/CD automation
Automate cloud cost optimization
Human-in-the-loop AI agent patterns
MCP vs function calling in OpenAI
Reducing latency in AI agent integrations
scaleops vs spot.io for kubernetes gpu cost optimization on sovereign clouds
Workflow automation for AI-first companies
Workflow automation for AI teams
Why does this ad win these prompts?
The prompts are the clue. The answer is the audience it is really aimed at, and the context hint quietly placing it here.
Appears inCloud & DevOpsEnterprise & FintechSaaS & ProductivitySovereign AI & National AI Cloud Providers
Seen 8× across our capturesWe capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.