Niall Cullen
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silodigital.co.uk
Niall Cullen
@silodigital.co.uk
84 followers 250 following 2 posts
Director & Lead SEO Consultant @ Silo

I build (break) things 🐍

#SEO, #Python & #Ecommerce
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silodigital.co.uk
Niall Cullen @silodigital.co.uk · Nov 18
Built a tool to analyse your site’s topical focus. Inspired by the Google leaks, this Python/Streamlit app clusters content, flags deviations, and visualises your site’s themes against each other. Ideal for audits & insights.

👉 topical-focus-analyser.streamlit.app

#SEO, #Python, #Streamlit
Visualisation of page embeddings using UMAP. Each dot represents a page, colour-coded by similarity score (purple to yellow, low to high). A red star marks the central theme of the site, showing how closely pages cluster around the primary topical focus.
silodigital.co.uk
Writing a Shopify SEO guide this week: how to use metaobjects to create programmatic page titles/descriptions at scale.

Roll out optimised templates for thousands of pages using dynamic attributes like {title}, {brand}, {price}, etc.

Been doing this for a while with great results.

#shopify #seo
January 20, 2025 at 5:23 PM
Reposted by Niall Cullen
silodigital.co.uk
Built a tool to analyse your site’s topical focus. Inspired by the Google leaks, this Python/Streamlit app clusters content, flags deviations, and visualises your site’s themes against each other. Ideal for audits & insights.

👉 topical-focus-analyser.streamlit.app

#SEO, #Python, #Streamlit
Visualisation of page embeddings using UMAP. Each dot represents a page, colour-coded by similarity score (purple to yellow, low to high). A red star marks the central theme of the site, showing how closely pages cluster around the primary topical focus.
November 18, 2024 at 1:33 PM
silodigital.co.uk
Built a tool to analyse your site’s topical focus. Inspired by the Google leaks, this Python/Streamlit app clusters content, flags deviations, and visualises your site’s themes against each other. Ideal for audits & insights.

👉 topical-focus-analyser.streamlit.app

#SEO, #Python, #Streamlit
Visualisation of page embeddings using UMAP. Each dot represents a page, colour-coded by similarity score (purple to yellow, low to high). A red star marks the central theme of the site, showing how closely pages cluster around the primary topical focus.
November 18, 2024 at 1:33 PM