VideoContentSearchShoppingOpinionsAnchorFeatures

VideoLink Signal

GoogleApi.ContentWarehouse.V1.Model.VideoContentSearchShoppingOpinionsAnchorFeatures

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SEO Impact

Features for an individual Shopping Opinions Anchor. This file is used for video anchor use case. Next Id: 34

SEO Analysis

AI Generated

Related to anchor text analysis and link signal processing. Anchor text—the clickable text in hyperlinks—has been a fundamental ranking signal since Google's inception. This model processes how link text is analyzed, stored, and weighted, affecting how Google understands what a page is about based on how other sites link to it.

Actionable Insights for SEOs

Monitor for changes in rankings that may correlate with updates to this system
Consider how your content strategy aligns with what this signal evaluates
Audit your backlink profile for anchor text diversity and relevance
Ensure internal linking uses descriptive, relevant anchor text
Monitor for unnatural link patterns that could trigger penalties

Attributes

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asrForProConExtractionstring

Default: nilFull type: String.t

The asr with sentence break that was used for pro/con extraction.

snippetWordCountinteger(

Default: nil

The number of words in the ASR for the selected segment window.

snippetQaScorenumber(

Default: nil

The QA model score for the selected segment window against the question.

anchorLabelSentimentnumber(

Default: nil

The sentiment score of the anchor label, with range: [-1, 1]. If using Lumin Pro/Con tags as the anchor labels, the "Pro" Lumin tag will have a score of 1 and Con Lumin tag will have a score of -1.

productNameFromTitlestring

Default: nilFull type: String.t

The product name from title extracted by the grampus model.

snippetSubSegmentQaScorenumber(

Default: nil

The QA model score for the best sub segment against the question.

anchorLabelFirstMentionPosinteger(

Default: nil

The first anchor_label mention position (word index, 0-based). It is computed from the snippet_sub_segment if exists. Otherwise it is computed from the snippet. It is not populated if there is no such mention.

babelSimilarityScorenumber(

Default: nil

The Babel similarity score between the snippet and the anchor label.

conScorenumber(

Default: nil

The classification score of the anchor being a con opinion.

isProboolean(

Default: nil

Whether the anchor is classified as a pro opinion.

luminAspectWordsMentionsinteger(

Default: nil

The number of times words in Lumin aspect (that is not a stopword) being mentioned in the snippet.

mumScorenumber(

Default: nil

The score from the MUM model if the pro/con anchor is extracted by MUM.

grampusScorenumber(

Default: nil

The score from the Grampus model if the pro/con is extracted by Grampus.

snippetSubSegmentstring

Default: nilFull type: String.t

The ASR for the best matched sub segment inside the selected segment.

snippetSentimentScorenumber(

Default: nil

The go/scarlett sentiment score of the selected segment window. Positive score represents positive sentiment. Negative score represents negative sentiment.

luminAspectstring

Default: nilFull type: String.t

The lumin aspect of the Pro/Con Lumin tag. e.g. "weight".

questionstring

Default: nilFull type: String.t

The question used to score this video segment.

snippetSubSegmentSentimentScorenumber(

Default: nil

The go/scarlett sentiment score of the best matched sub segment. Positive score represents positive sentiment. Negative score represents negative sentiment.

opinionsDolphinUsefulnessScorenumber(

Default: nil

snippetSubSegmentWordCountinteger(

Default: nil

The number of words in the ASR for the best matched sub segment.

mumProductAspectstring

Default: nilFull type: String.t

The product aspect of the pro/con generated using the MUM model.

luminScorenumber(

Default: nil

The Lumin model score for the anchor label against the segment.

isConboolean(

Default: nil

Whether the anchor is classified as a con opinion.

anchorOrAspectWordsMentionsinteger(

Default: nil

The number of times words in anchor label or Lumin aspect (that is not a stopword) being mentioned in the snippet. If a word exists in both anchor label and Lumin aspect, it shall be only counted once for a mention in the snippet.

aspectVideoContentSearchAspect →

Default: nilFull type: GoogleApi.ContentWarehouse.V1.Model.VideoContentSearchAspect.t

Product aspect being discussed by this Shopping Opinions.

proScorenumber(

Default: nil

The classification score of the anchor being a pro opinion.

snippetstring

Default: nilFull type: String.t

The ASR for the selected segment window.

anchorOrAspectFirstMentionPosinteger(

Default: nil

The smaller number of anchor_label_first_mention_pos and lumin_aspect_first_mention_pos.

isProConWhenExtractedFromMumboolean(

Default: nil

True if the anchor is considered as pro or con when extracted from MUM.

luminAspectFirstMentionPosinteger(

Default: nil

The first Lumin aspect mention position (word index, 0-based). It is computed from the snippet_sub_segment if exists. Otherwise it is computed from the snippet. It is not populated if there is no such mention.

opinionsDolphinDescriptivenessScorenumber(

Default: nil

Scores from Opinions Dolphin scorer. Opinions Dolphin scorer is built by finetuning the Dolphin-based Video Anchor Unified Scorer V2 on the Opinions anchors ratings. It outputs two scores, which are optimized for descriptiveness and usefulness ratings respectively. 'descriptiveness_score' measures how well the anchor label describes the video section. 'usefulness_score' measures how useful the anchor label is for jumping to an important section in the video. go/vs-opinions-migration-report

anchorLabelstring

Default: nilFull type: String.t

The anchor label.

anchorLabelWordsMentionsinteger(

Default: nil

The number of times words in anchor label (that is not a stopword) being mentioned in the snippet.