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Detecting Online Commercial Intention
Web page searches display two levels of commercial intent: informational and transactional. This tool can detect customer intent to acquire information or to purchase products based on their search queries or recently visited URLs. For example, if a customer searches for "canon digital camera", it is likely that they want to purchase a canon digital camera; therefore, the online commercial intent is strong, with a confidence level larger than 0.5.

This tool can be used to find keywords that are commercial but have low ad coverage. From a SEM point of view, it is useful to find these keywords as they have low bid density (low price), but high commercial value. Similarly, for an advertizing engine, this can help increase ad relevancy by displaying fewer ads if a keyword has low online commercial intent.
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Analysis Report
We have conducted an analysis reviewing the accuracy of the Query Commercial Intent algorithm, as verified by human evaluators. The results demonstrate a 90% accuracy rate in determining both commercial and non-commercial intent for a given list of query terms. Please refer to the study here for the rest of the findings.

Related publications
Detecting Online Commercial Intention (OCI)
Dai, H., Zhao, L., Nie, Z., Wen, J., Wang, L., and Li, Y. 2006. Detecting online commercial intention (OCI). In Proceedings of the 15th international Conference on World Wide Web (Edinburgh, Scotland, May 23 - 26, 2006). WWW'06. ACM Press, New York, NY, 829-837.
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Tool Input
      
Result: Commercial (Page)

Probabilities for Each OCI Type:
NonCommercial                    Prob.: 0.39672
Commercial-Informational    Prob.: 0.3625
Commercial-Transactional    Prob.: 0.24078