The dataset viewer is not available for this dataset.
Error code: ConfigNamesError
Exception: AttributeError
Message: 'str' object has no attribute 'items'
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 67, in compute_config_names_response
config_names = get_dataset_config_names(
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 161, in get_dataset_config_names
dataset_module = dataset_module_factory(
^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1217, in dataset_module_factory
raise e1 from None
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1192, in dataset_module_factory
).get_module()
^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 700, in get_module
config_name: DatasetInfo.from_dict(dataset_info_dict)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/info.py", line 284, in from_dict
return cls(**{k: v for k, v in dataset_info_dict.items() if k in field_names})
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "<string>", line 20, in __init__
File "/usr/local/lib/python3.12/site-packages/datasets/info.py", line 170, in __post_init__
self.features = Features.from_dict(self.features)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1993, in from_dict
obj = generate_from_dict(dic)
^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1574, in generate_from_dict
return {key: generate_from_dict(value) for key, value in obj.items()}
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1574, in generate_from_dict
return {key: generate_from_dict(value) for key, value in obj.items()}
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1574, in generate_from_dict
return {key: generate_from_dict(value) for key, value in obj.items()}
^^^^^^^^^
AttributeError: 'str' object has no attribute 'items'Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
DeepLumen AI Search Visibility Benchmarks
Clean, source-linked benchmark data derived from public DeepLumen case study pages. The dataset is intended as a publish-ready starter package for GitHub and Hugging Face, with each metric tied back to an editorially relevant canonical source.
Dataset Files
data/ai_search_visibility_benchmarks.jsonand.csv: one row per public case study.data/metric_observations.jsonand.csv: one row per measured benchmark observation.data/timeline_events.jsonand.csv: implementation and outcome milestones.data/sources.csv: source URLs and provenance notes.docs/schema.md: field definitions and release notes.
Intended Use
This dataset can support public benchmarking, AI search visibility analysis, retrieval demos, and examples for evaluating agentic search performance across ecommerce categories.
Source Links
The dataset uses public DeepLumen pages as source material. Key canonical references include:
- Qbedding home and living case
- Nullport electronics case
- Vermille health and beauty case
- Atelier Vauclair fashion and apparel case
- Magarri AI citations case study
- Looktech AI citations case study
- 1988 Coffee Estate AI search case study
- HOTO AI search growth case study
- ACCC scoring system
- AI Shelf Benchmark
- AI Traffic Logs for Ecommerce
Data Sensitivity
All rows are derived from public pages on www.deeplumen.com.
Brand names are retained only where already publicly published by DeepLumen. The
brand_public_alias field can be replaced with anonymous IDs such as brand_001 before release
if a more conservative publication mode is preferred.
Citation
If you use this dataset, cite DeepLumen and link to the corresponding source URL in each row.
License
This dataset is released under CC-BY-4.0.
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