CommerceDatastoreImageDeepTags

Commerce DatastoreMedia SEO

GoogleApi.ContentWarehouse.V1.Model.CommerceDatastoreImageDeepTags

3
out of 10
Low
SEO Impact
Image-level deep tags: essentially equivalent to the proto above but containing tags that are computed at the image level. These image signals are maintained by the Visual Shopping team (visual-shopping@). If you do use the signals, please add an entry in go/ShoppingImageAttributeClients to be notified for model upgrade. We recommend our clients against using the raw confidence value directly. Instead, the clients should use the library, cs/ads/shopping/visual/deeptags/public/single_tag.h and cs/ads/shopping/visual/deeptags/public/single_scored_tag.h to specify an operating point in terms of precision or recall. See the following code example: http://google3/shopping/visual/explore_looks/looks_offline_pipeline.cc?l=268&rcl=304165166 model_outputs is a repeated field. Please check version to get the model you desire to use, instead of indexing the model_outputs directly e.g. model_outputs(0). We will remove the old versions in the future and this will lead to incorrect model. Models: As of Q2 2020, we have two models running within Shopping: model one only has the overlay tag, which we are deprecating, and model two has the tags specified in go/VisualShoppingImageAttributes.

SEO Analysis

AI Generated

Part of Google's shopping and product search infrastructure. This model processes product data, pricing, availability, and merchant information for Google Shopping results. Product signals affect visibility in shopping carousels, product knowledge panels, and Google Shopping tab results.

Actionable Insights for SEOs

  • Optimize image alt text, file names, and compression for image search
  • Implement image structured data for enhanced visibility
  • Consider video content strategy for video carousel visibility

Attributes

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modelOutputsCommerceDatastoreImageDeepTagsModelOutput →
Default: nilFull type: list(GoogleApi.ContentWarehouse.V1.Model.CommerceDatastoreImageDeepTagsModelOutput.t

The set of outputs for a series of model versions. The size of this field should not extend beyond 4 at any time: two versions for slow-update track dependencies, and two versions for fast-update track dependencies.