The real user prompts we captured this ad appearing on inside ChatGPT.

  • avalara vs taxjar vs stripe tax for saas subscriptions which handles eu vat and economic nexus best for recurring billing

  • best dunning platform for reducing involuntary churn on subscription billing in 2026

  • best practices for charging per tool call in an mcp server

  • best subscription billing platform for a saas company scaling past 1000 paying customers in 2026

  • Best way to build a pay-per-use AI agent service

  • bill.com alternatives that dont charge per transaction

  • can i use stripe metered subscriptions to bill per token on an llm endpoint

  • cast ai vs spot by netapp for kubernetes cost optimization which handles spot instances and rightsizing better

  • chartmogul vs baremetrics vs maxio insights which is actually best for a b2b saas doing around 3m arr

  • cheapest way to add usage based billing to a small ai agent api

  • does chargebee support pay per call pricing for ai agent endpoints

  • finops vendor pricing comparison scaleops cloudzero harness nops

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.

Seen 38× across our captures

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.

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