AI Recommendations

Type: Free

Purpose: Displays a list of semantically related articles, helping readers discover more relevant content based on meaning rather than tags or categories.

What It Does

At a configurable position in the post (before or after content), visitors are shown a selection of related posts. Unlike traditional related-post plugins that match by shared tags or categories, Supercharger uses vector embeddings to find articles that are genuinely similar in topic and meaning — even if they share no tags at all.

How It Works

During indexing, every post is converted into a vector embedding. When a post is displayed, Supercharger searches the vector database for posts with the most similar embeddings and presents them as recommendations. Results can optionally be cached to avoid repeated database lookups on every page load.

Settings

General

SettingDescriptionDefault
Auto-Insert RecommendationsAutomatically inject the widget into post contentEnabled
PositionBefore or after the post contentAfter content
Number of RecommendationsHow many related posts to show (1–20)2
Minimum Similarity ThresholdMinimum semantic similarity score (0.0–1.0). Lower values return more results.0.25
Cache RecommendationsCache results to reduce database lookupsDisabled
Cache DurationHow long to cache results (minutes)60
Avoid Duplicate PostsDon’t show posts already shown by another recommendation moduleDisabled
Exclude TermsComma-separated term IDs to exclude from results
Exclude PostsComma-separated post IDs to exclude
Results OffsetSkip the first N results (useful for staggering with other modules)0
Filter by Time FrameLimit results to posts published within a time window (e.g., 2 months)

Display

SettingDescriptionDefault
Widget TitleHeading shown above the recommendationsRelated Posts
Widget Title TagHTML heading tag (h2-h6, div, p)h2
Layoutlist or gridlist
Show ThumbnailDisplay post featured imagesEnabled
Thumbnail Aspect RatioImage crop ratio16/9
Show DateDisplay post dateEnabled
Date FormatDefault, relative, short, long, numeric, or customDefault
Show Similarity ScoreShow the semantic relevance score next to each resultEnabled
Show ExcerptShow a short post excerptEnabled
Excerpt LengthWord count for displayed excerpts25 words
Meta FieldsAdditional info to show: author, categories, tags, comment count, reading time

Tips

  • If you see zero recommendations, try lowering the similarity threshold.
  • Use Avoid Duplicate Posts when running multiple recommendation modules on the same page.
  • New posts appear in recommendations only after the indexing cron has processed them.