Promotional Offers and Price Claim Fact-Checking Dataset

#fact verification #offer eligibility assessment #evidence-based classification #promotional advertising compliance #price claim verification #promotional offer validity assessment

5000
0.2GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset focuses on claims in social media promotions, including discounts, original prices, limited-time offers, spend thresholds, gifts, and stock limits. Each record can pair promotional copy with evidence about timing, eligibility, inventory, prices, or campaign rules, along with verification outcomes. Extracted claim attributes, evidence status, missing requirements, expiration flags, and explanations support training and evaluation for identifying incomplete conditions, expired offers, and unsupported promotional claims.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
currency	string	The currency unit or currency code associated with the extracted price.
claim_type	string	The primary type of promotional claim identified in the copy.
gift_offer	string	A gift, add-on product, or service promised in the promotional copy.
is_expired	boolean	Whether the offer is expired, based on its deadline and the record context.
sale_price	number	The discounted price or promotional selling price extracted from the copy.
stock_limit	integer	An explicitly stated remaining inventory, limited quantity, or purchase limit found in the copy or evidence.
discount_rate	number	The discount percentage extracted from the copy, ranging from 0 to 100.
minimum_spend	number	The minimum purchase amount required for a spend-and-save or spend-and-get promotion.
is_unsupported	boolean	Whether the promotional claim lacks sufficient evidence or clearly conflicts with the evidence.
original_price	number	The product's original price extracted from the promotional copy; this field may be absent if no original price is stated.
promotion_text	string	Synthetic or collected social media promotional text containing claims about discounts, prices, deadlines, spend thresholds, gifts, or stock.
record_context	object	Original context for the promotion record, such as source platform, publication time, region, and currency.
evidence_status	string	An assessment of how strongly the available evidence supports the promotional claim.
confidence_score	number	The model's confidence in the extracted information and verification conclusion, ranging from 0 to 1.
promotion_deadline	string	The promotion end date, time, or relative deadline extracted from the copy or evidence.
detected_conditions	array	Applicable products, purchase quantities, membership requirements, regions, time limits, or other restrictions identified from the copy and evidence.
missing_requirements	array	Key conditions or supporting materials found to be unspecified in the copy or evidence during verification.
verification_conclusion	string	The fact-checking label assigned after considering the promotional copy and evidence about timing and conditions.
supporting_evidence_text	string	Evidence text about timing, eligibility, inventory, pricing, or campaign rules used to verify promotional claims.
verification_explanation	string	An explanation of the conclusion, including matches or conflicts involving prices, deadlines, inventory, conditions, or evidence.

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 promotional information does the dataset cover?: The records focus on social media promotional copy and can cover discounts, original and sale prices, deadlines, minimum-spend thresholds, gifts, stock limits, and eligibility conditions. Related evidence text and fact-checking outcomes are also included.

How does the dataset help assess whether a promotion is credible?: Records can include promotional copy, supporting evidence, source context, extracted claim attributes, evidence status, verification conclusions and explanations, and labels for expiration or insufficient support. These elements help assess whether claims align with the available evidence.

Which training and evaluation tasks can it support?: It can support promotional fact verification, price and condition extraction, evidence matching, promotion requirement identification, expiration classification, and review of social media ads and e-commerce marketing content.

How can I access the data, and what are the licensing terms?: Check the dataset product page or the provider's designated channel for access options, delivery format, and version details. Licensing scope and commercial-use terms are governed by the accompanying license or provider documentation. Before use, also review data provenance, privacy, and compliance requirements.

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Cite this Work

@dataset{Mobiusi2026,
  title={Promotional Offers and Price Claim Fact-Checking Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/e229add0d1dcbca30edd1e7de1e4d21c},
  urldate={2026-10-14},
  keywords={promotion fact verification,discount claim auditing,advertising claim review,price information extraction,promotion evidence matching,limited-time offer detection,e-commerce compliance data,synthetic text dataset},
  version={1.0}
}

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