

The real user prompts we captured this ad appearing on inside ChatGPT.
affordable ai protein design platforms for academic and startup labs
aws govcloud vs azure government secret for il6 workloads which is actually cheaper to run llms on
best gpu serverless platform to deploy langchain agents modal replicate or together ai
cheapest cloud gpu for fine tuning llama 3 with proper cost monitoring baked in
cheapest gpu cloud for training self-driving truck perception models
cheapest gpu cloud rental for training end to end autonomous driving models
cheapest spot pricing right now for 2048 b200 or gb200 NVL72 instances with ndr infiniband across coreweave crusoe lambda runpod and a hyperscaler like azure nd h200
coreweave 12 month reserved h100 price vs just renting spot on vast.ai for the same utilization, what does the math look like in 2026?
coreweave vs aws p5 h100 per hour rate with 1 year commit and egress fees
coreweave vs lambda labs vs crusoe dedicated h100 cluster pricing per gpu hour for month long training runs
databricks mosaic ai fine tuning pricing per gpu hour
gb200 nvl72 hourly pricing comparison coreweave crusoe lambda vs aws p6 and azure nd
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.
We capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.


