Add weight grade type information to related personnel points. For example, the weight of short shaping field is added, and the weight values of different types of POIs are set according to business logic, such as five categories, where 0 represents the POI with the lowest importance and 4 represents the POI with the highest importance.

In the label management bar of ArcMap, set Maplex label engine to add corresponding label layers.

Setting the conflict resolution of POI labeling layer and setting the element weight to 1000 can ensure that labeling will not be superimposed on POI symbols.

Through the label management bar, set the placement priority of label layers, and the label layers with high weight should be ranked first.

Set the mesh conflict resolution, and set the weight of boundary elements to 1000 to avoid labeling the mesh boundary.

Use the Block Annotation to Annotate tool to generate annotations. It is suggested to convert according to the scale level, and filter out the block grid with the specified scale level by setting the definition query of layer attributes.

Copy the POI feature classes displayed at a certain scale level, connect the corresponding POI feature classes with the generated annotation features, delete POI features without associated annotations, and only keep POI features with associated annotations.