Health and Wellness Advertising Claim Verification Dataset
- Records
- 5000
- Size
- 0.4GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-05
This dataset contains synthetic social media advertisements about health, nutrition, fitness, and beauty, covering claims about benefits, risk reduction, ingredient effects, and scientific outcomes. Each advertisement is paired with extracted claims, an overall verification label, evidence sufficiency assessments, knowledge evidence, and risk warnings to support analysis of factual credibility and scientific support. It is suited to health information fact-checking, advertising review, and knowledge-grounding research.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| claims | array | Specific claims extracted and separated from the advertisement, including benefit, risk reduction, ingredient effect, or scientific outcome claims. |
| claim_count | integer | Number of distinct claims identified in the advertisement text. |
| risk_warnings | array | Potentially misleading risks, scope limitations, or health safety cautions identified during claim verification. |
| evidence_score | number | Numerical score for the overall sufficiency of evidence supporting the advertisement's claims, on a scale from 0 to 1. |
| advertisement_text | string | Synthetic social media advertisement text about health, nutrition, fitness, or beauty to be analyzed. |
| knowledge_evidence | array | Guidelines, systematic reviews, clinical studies, or other scientific evidence used to support or challenge the advertisement's claims. |
| advertisement_domain | string | Main health and wellness topic area identified from the advertisement. |
| contains_medical_claim | boolean | Indicates whether the advertisement includes claims related to disease prevention, treatment, diagnosis, or medical effects. |
| overall_verification_label | string | Assessment of the advertisement's overall credibility based on all of its claims. |
| overall_evidence_sufficiency | string | Assessment of the overall sufficiency of scientific evidence needed to support the advertisement's main health claims. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use
Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization
No PII, no real company names, simulated scenarios follow industry standards
Compliance System
Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs
FAQ
Frequently Asked Questions
- What does the dataset contain?
- It contains synthetic social media advertisements about health, nutrition, fitness, and beauty, along with extracted claims, overall verification labels, evidence sufficiency assessments, scientific knowledge evidence, and risk warnings.
- Which training or evaluation tasks does it support?
- It can support claim extraction and fact verification, evidence sufficiency assessment, health risk warning detection, and health information review. Evidence sufficiency scores range from 0 to 1.
- What do the knowledge evidence fields represent?
- They provide evidence intended to support or challenge health claims in the advertisements. Sources may include guidelines, systematic reviews, clinical studies, or other scientific materials; users should assess each source in context.
- How can I access the data, and what are the licensing terms?
- The provided information does not specify access methods or licensing terms. Check the product page or contact the provider before use, and follow applicable laws and platform policies when using the data for training or evaluation.
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Cite this Work
@dataset{Mobiusi2026,
title={Health and Wellness Advertising Claim Verification Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/e5c2e9bd906418fd1aea1585b1a70263?dataset_scene_cate_type=9},
urldate={2026-10-14},
keywords={health advertising verification,wellness claim fact-checking,health information verification,social media ad review,nutrition claim dataset,scientific evidence assessment,claim extraction data,health misinformation detection},
version={1.0}
}Using this in research? Please cite us.