Stefan Neefischer’s Newsletter March 2021
Subscribe | Navigate to Topic: SEO BigQuery ML Display SEO Python Script: Google Autosuggest Trends for Niche Keywords You like Google Trends, but you’re disappointed that it doesn’t work well for Long Tail Keywords? Then keep on reading and use this Python Script to build your own “Google Trends” service by using the Google autosuggest. […]
Python Script: Cluster Keywords into Topics using SERP Results
We’ve published a Python Script that uses the clustering method to group keywords together using Google’s search results. The new version is improved, and some cool graphical outputs are added to visualize keyword topics more clearly. Why should you use this python script?Today, it’s advantageous to optimize full keyword topics rather than single search terms. […]
Electronic car models: Who will catch the Tesla Model 3 in DE Market?
What does the German market for electronic cars look like? Time to ask Google Trends. It’s not surprising that Tesla’s Model 3 is the one to beat after driving the performance model: A lot of bang for the buck. However, which electronic car model can compete with Tesla’s model 3 in user demand? Let’s have […]
Predicting Covid Cases using Google Trends on Symptoms
I realized by my own that it takes quite a while if a positive covid test result makes it into the official numbers. You start with symptoms You check where and when to test for corona – it will take some days before the test is made You wait for the test result – this […]
Python Script: Compare the content of 2 website sitemaps on n-gram level
Comparing competitor sites’ sitemaps at the n-gram level can help you find strategic vulnerabilities that will make you stand out. The n-gram is a contiguous sequence of “n” items of a given text or speech sample. It breaks down a text block into “n” pieces, examining the likelihood of each piece following its predecessor. With […]
Python Script: Google autosuggest trends for niche keywords
You like Google Trends but you’re disappointed that it doesn’t work well for long tail keywords? Then keep on reading and use this python script to build your own “Google Trends” service by using the Google Autosuggest. The official Google Trends service is highly appreciated for analyzing new search behavior. However, there are two things […]
Semantic keyword clustering in Python
We already shared some clustering approaches using TF-IDF Vectorizer for grouping keywords together. This works great for grouping keywords together that share the same text strings, but you aren’t able to group by meaning and semantic relationships. One way to deal with semantics is building up e.g. word2vec models and cluster keywords with Word Mover’s […]
Stefan Neefischer’s Newsletter February 2021
Subscribe | Navigate to Topic: SEO SEA Display SEO Python Script: SEO Content Analysis of your competitor Analyzing the content of your competitors can provide you with valuable insights about your own operations and goals. This basic Python script can give you information on n-grams in seconds. If you want to know more about n-gram […]
Free online tool: Group your SEO keywords into topics
We already shared a python keyword grouping script some weeks ago and get some great feedback for it. If you struggle with python programming, but still want to use this approach, we have good news for you. In this post, we’ll describe how to use our free online grouping tool to get the same results. […]
FREE Tool: Daily monitoring of PageSpeed insights
A lot of people are using PageSpeed Insights in these days to improve their website speed. Every change on your website (e.g. new plugins, updates, etc.) can affect the page speed in a negative way. For that reason, we build a small solution that is automating the job for us on a daily basis: Totally […]