See how your articles connect.
Search by meaning, review internal-link opportunities and compare overlapping content. Explore the sample collection or bring your own website.
Continue your collection
Explore sample analysis
Try 21 fictional articles about cafes, baking and refrigeration. Use the same search, linking and overlap tools as your own collection.
Analyse your website
Discover public articles, choose a collection and inspect the extracted text before importing.
- Choose your articlesSelect up to 40 public pages.
- Check the source textReview what will be analysed.
- Explore the connectionsInspect evidence before deciding.
This tool assists editorial decisions. It never inserts links, merges articles or changes your website. Only analyse content you are authorised to use.
Your collection is ready
Search your articles
Ask a question. Find the passage worth reading.
Browse topics and matching help
Link opportunities
Choose a source. Decide whether a destination helps its reader.
Self-links, existing links and ineligible destinations are excluded. A shared passage suggests a possible next reading destination; check the article's intent before deciding. Nothing is inserted automatically.
Follow the reader’s next question.
Select an article to compare its passages with potential destinations. Review the text on both sides before saving a decision.
Content overlap
Related subject matter can still serve different reader needs.
Find the shared ground.
Compare passages, then inspect what each article contributes. The threshold controls which pairs appear.
Article collection
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Import or replace a collection
Start with your website
Discover posts, choose your articles and review the text before bringing it into your collection.
Website import is unavailable on this installation.
Bring a prepared collection
Already have your article text? Import a CSV, or use the sample collection below to explore.
| Article | Topic | Words | Link destination | Edit article |
|---|
Demo articles are fictional. Import only content you are authorised to process. This installation has one shared workspace.
Development evaluation
Historical synthetic results for the original 21 demonstration articles. These do not update when you import a collection and are not independently validated production accuracy.
About this demo and its limits
The same local CPU embedding model and TF-IDF baseline power sample and imported collections. Search compares a question with passages; link and overlap tools compare passages between articles. Full source text remains available for editorial review.
Cosine similarity measures mathematical closeness between text representations. It is not an accuracy percentage or a probability of relevance; the two methods' scores are not directly comparable.
Application resource limits: 250,000 title/body characters and 100 articles per collection, 20,000 body characters per article, 800 model passages and 40 selected pages per website import. These are application safeguards, not limits imposed by MiniLM: they bound memory, tokenisation, embedding work and processing time for multiple visitors in a small demo. Admission checks remain authoritative; no text is silently shortened to fit.
Recommendations are experimental suggestions, not instructions to modify a website. Development evaluation is historical, synthetic and separate from your collection.