Health and Wellness Advertising Claim Verification Dataset

#fact verification #scientific evidence evaluation #claim support classification #health and wellness advertising compliance #health claim verification #scientific evidence assessment

5000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

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.

Dataset Insights

Sample Examples

{}

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.

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

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.

Can't find the data you need?

Post a request and let data providers reach out to you.

Get this Dataset

Verified for Enterprise Use

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_id=4},
  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.

placeholder

Products

Scene

Domain

Modality

Task