USA Store Shimano Ultegra R8170 12s Di2 Disc Group
Ultegra R8170 Di2 12-speed shifting and hydraulic disc braking. Fast US shipping.
The real user prompts we captured this ad appearing on inside ChatGPT.
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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.