@article{adbencharealworldtrajectoryawareadvertis,
  title = {AD-Bench: A Real-World, Trajectory-Aware Advertising Analytics Benchmark for LLM Agents},
  author = {Lingxiang Hu and Yiding Sun and Tianle Xia and Wenwei Li and Ming Xu and Lan Xu and Siying Wang and Wei Xu and Jie Jiang},
  year = {2026},
  eprint = {2602.14257},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.14257},
}