Under the background of new urbanization, characteristic tourist towns, as an important carrier of rural-urban integration and rural revitalization, undertake multiple functions such as industrial development, cultural heritage preservation, community management, spatial integration, and ecological optimization. Currently, characteristic tourist towns face problems such as the lack of integration of industrial and urban activities, and the lack of distinctive characteristics. Therefore, from the perspective of industrial integration and landscape reconstruction, a two-wheel driven mechanism for the construction of characteristic tourist towns is discussed. The research results show that: 1) With regard to realizing the transformation and upgrading of characteristic tourist towns development through industrial integration: on the basis of recognizing shared features of industries and identifying their unique characteristics, industrial integration can be realized through the use of integration methods. In this way, the strong effects of industrial integration on population, industrial, consumption, service, spatial, and ecological agglomerations are stimulated to promote the economic, social, and ecological construction of characteristic tourist towns. 2) With regard to realizing genetic inheritance in characteristic tourist towns development through landscape reconstruction: through identifying landscape genes, extracting landscape nodes, combining landscape corridors, and constructing landscape forms, the blueprint for the construction of cultural landscape of characteristic tourist towns can be drawn. This path highlights the cultural genes of characteristic tourist towns. 3) Combining industrial integration and landscape reconstruction to form a two-wheel driven mechanism for the construction of characteristic tourist towns: Under the premise of identifying landscape genes and determining the identity of characteristic tourist towns, industrial integration can be carried out. At the same time, the integration results can be used to extract landscape nodes to form tourism channels. Thus, the social space functions are integrated and a harmonious landscape form is formed. It provides a highly integrated development path of industrialization and specialization for characteristic tourist towns.