Venkata Pagadala - Universe · Subtopic · 2023 to 2026
Keyword clustering
Grouping keywords into clusters and topics, including my Topical Clustering Engine work.
10 posts · 2 articles · 7 image, video or documents in all.
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Articles on Keyword clustering (2)

· 4 min read
I Classified 5.3 Million Keywords in Under a Second. Here's What I Learned About AI That Most People Get Wrong.
Last month, I posted about a system I built: a Topical Clustering Engine that structures 5.3 million raw search queries into a 5-level taxonomy - Categories, Subcategories, Intents, Topics, and Keywords at under 1 millisecond per...
3 media· 2 min read
Simple Python Script for Clustering Keywords [ Script Included ]
Simple Python Script for Clustering Keywords. 📌Python code that performs clustering of keywords using the Agglomerative Clustering algorithm and TF-IDF vectorization. Here is a brief overview of the functions in the code: 📌...
Most engaging posts on Keyword clustering

· Post
Topical Cluster with Vectors - MVP: 10,000 Keywords to 211 Topics in 1.62s
141 reactions · 40 comments · 9 reposts

· Post
Topic Clustering with Vector Embedding
90 reactions · 9 comments

· Post
2 Million Labeled Queries: Visualization
48 reactions · 1 repost · at least 1,159 impressions
· Post
Level 0 ->Level 1 -> Level 2
40 reactions · 2 comments

· Post
New SEMRush Feature: Topical SEO is something I truly like than Keyword level. Semrush this is...
36 reactions · 2 comments
· Post
Telecom quality: 55 → 91.5
33 reactions · 5 comments · 2 reposts · 2,146 impressions
· Post
This Man, Suganthan Mohanadasan, always starts cooking for the next generation. I am a big fan of...
9 reactions · 2 comments · at least 628 impressions
· Post
Keyword Cluster with Python & Plotly helps building amazing visualization that help with SEO...
5 reactions · 1 comment
Everything on Keyword clustering (12)
Post · 0:20LinkedIn · Mar 25, 2026
2 Million Labeled Queries: Visualization
48 reactions
Products and building › Topical Clustering Engine
- Post
Telecom quality: 55 → 91.5. Thank you to Andrej Karpathy for sharing"autoresearch". https://lnkd.in/e3XRmWgF. Karpathy's autoresearch pattern helped us clean 3.7M keywords. Autoresearch has a simple...
LinkedIn · Mar 11, 2026
Telecom quality: 55 → 91.5
33 reactions · 5 comments
Products and building › Topical Clustering Engine
ArticleLinkedIn · Mar 2, 2026
I Classified 5.3 Million Keywords in Under a Second. Here's What I Learned About AI That Most People Get Wrong.
Products and building › Topical Clustering Engine
- Post
This Man, Suganthan Mohanadasan, always starts cooking for the next generation. I am a big fan of their clustering research and tool - https://lnkd.in/e5dqD5KG. Note: Just because I'm building...
LinkedIn · Feb 8, 2026
This Man, Suganthan Mohanadasan, always starts cooking for the next generation. I am a big fan of...
9 reactions · 2 comments
SEO and search › Keyword research and intent
- Post
Level 0 ->Level 1 -> Level 2. Keyword Research -> Topical Research -> Industrial Research. Single Word -> Cluster of similar words -> All topics in Industry. Note: Name of Game is DATA, RELEVANCY &...
LinkedIn · Jul 14, 2025
Level 0 ->Level 1 -> Level 2
40 reactions · 2 comments
SEO and search › Keyword research and intent
Post · 9:16LinkedIn · Apr 26, 2025
Topical Cluster with Vectors - MVP: 10,000 Keywords to 211 Topics in 1.62s
141 reactions · 40 comments
Products and building › Topical Clustering Engine
PostLinkedIn · Apr 23, 2025
Topic Clustering with Vector Embedding
90 reactions · 9 comments
Products and building › Topical Clustering Engine
Post · 1:54LinkedIn · May 25, 2024
New SEMRush Feature: Topical SEO is something I truly like than Keyword level. Semrush this is...
36 reactions · 2 comments
SEO and search › SEO tools
- Post
Keyword Cluster with Python & Plotly helps building amazing visualization that help with SEO Analysis Kunjal Chawhan cool content. #python. #seo.
LinkedIn · May 15, 2023
Keyword Cluster with Python & Plotly helps building amazing visualization that help with SEO...
5 reactions · 1 comments
SEO and search › Keyword research and intent
PostLinkedIn · Mar 16, 2023
Simple Python Script for Clustering Keywords [ Script Included ]
1 reactions
SEO and search › Keyword research and intent
Article+2LinkedIn · Mar 16, 2023
Simple Python Script for Clustering Keywords [ Script Included ]
SEO and search › Keyword research and intent
- Post
SERP Keyword Clustering.
LinkedIn · Mar 7, 2023
SERP Keyword Clustering.
1 reactions
SEO and search › Keyword research and intent