Major Appliance Catalog Search and Comparison Tool-Calling Trajectory Dataset
- Records
- 5000
- Size
- 0.5GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
This dataset captures sequences of catalog search and product comparison tool calls made in response to customer requests to find, filter, or compare major appliances. It includes the original request, an intent summary, tool arguments and results, candidate product specifications, and comparison conclusions. The data supports training and evaluating models on intent understanding, tool selection, argument construction, and multi-step product discovery in major appliance retail, as well as analysis of tool-use workflows and recommendation results.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| tool_trace | object | An ordered record of catalog search and product comparison tool calls, including arguments, results, and subsequent calls. |
| task_status | string | Indicates whether the product discovery task was completed or could not be fully completed. |
| intent_summary | string | A summary of the product category, filtering preferences, and comparison goals inferred from the customer's original request. |
| customer_request | string | The customer's original request to search for, filter, or compare products. |
| product_comparison | array | Candidate products and their key specifications, organized from tool results for side-by-side comparison. |
| comparison_conclusion | string | Differences among candidate products and recommendation rationale based on search results and customer preferences. |
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 records customer requests to search, filter, or compare products, along with ordered catalog-search and product-comparison tool calls, their arguments and results, candidate product specifications, and comparison conclusions.
- Which capabilities can it support?
- The dataset can support training or evaluation of models that understand major appliance shopping requests, select tools and provide arguments, make multi-step tool calls, organize search results, and compare products based on customer preferences.
- Does it include product specifications and recommendation rationale?
- The schema includes comparison results for candidate products and key specifications, as well as differences and recommendation reasons based on search results and customer preferences. The exact content depends on the tool results recorded in each entry.
- How can the dataset be accessed and used?
- Check the platform offering the dataset for available access methods, data formats, and license terms. Before use, confirm the permitted scope and ensure that training, evaluation, or retail applications comply with those terms.
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Cite this Work
@dataset{Mobiusi2026,
title={Major Appliance Catalog Search and Comparison Tool-Calling Trajectory Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/437247cc9f03fdaa39d2836b98727001?dataset_scene_cate_type=4},
urldate={2026-10-10},
keywords={major appliance dataset, product catalog search, tool-calling trajectories, product comparison, retail AI training, product discovery, tool-use training, appliance recommendations},
version={1.0}
}Using this in research? Please cite us.