Python in PPC / SEO

Scrape the Google Scholar Autosuggest with Python

May 24, 2022

PPC Tools, Python in PPC / SEO, SEO Tools

Google Scholar is undoubtedly the most popular scholarly literature web search engine platform in the world. Its logic is quite similar to Google Search when a user looks for results, but they get indexes…

How to use Google, Bing and Amazon Autocomplete APIs

February 16, 2022

Stefan Neefischer

Python in PPC / SEO

Keyword suggestions using the autosuggest features of search engines are very powerful. Your keyword research gets even more powerful when you automate the keyword extraction process by calling the autocomplete…

Cluster massive amounts of keywords in PPC

December 7, 2021

Stefan Neefischer

Data Science in Digital Marketing, Python in PPC / SEO

No Comments

Sample size is crucial for making decisions in PPC… One big goal of keyword clustering is to bring sample sizes up to enable decisions on stable numbers. On this post…

N-gram analysis in PPC

November 15, 2021

Stefan Neefischer

Data Science in Digital Marketing, Google BigQuery, Python in PPC / SEO

No Comments

N-gram analysis of your PPC data will give you insights to take actions that will save you tons of money! Become a PPC Super Hero by using data science Approaches…

PEMAVOR Search Trends Tool: How is it done?

April 20, 2021

Stefan Neefischer

Google Trends, PPC Tools, Python in PPC / SEO, SEO Tools

No Comments

Google Trends is an excellent tool for marketing purposes. It shows how frequently a specific search term is entered into Google’s search engine over a period of time. Also, it…

Python Script: Cluster Keywords into Topics using SERP Results

March 29, 2021

Stefan Neefischer

Python in PPC / SEO, SEO Tools

No Comments

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…

Python Script: Compare the content of 2 website sitemaps on N-gram level

March 15, 2021

Stefan Neefischer

Python in PPC / SEO

No Comments

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…

Python Script: Google autosuggest trends for niche keywords

March 2, 2021

Stefan Neefischer

PPC Tools, Python in PPC / SEO, SEO Tools

No Comments

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…

Semantic keyword clustering in Python

February 20, 2021

Stefan Neefischer

Python in PPC / SEO, SEO Tools

No Comments

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…

Build Automated SEO Audits with Slack+Python

February 4, 2021

Stefan Neefischer

Python in PPC / SEO, SEO Audit Scripts, SEO Tools

No Comments

Get notified when a Python SEO audit job returned some issues and attach detailed information in a file to the Slack notification to make actions right away. Many of you…

Python in PPC / SEO

Scrape the Google Scholar Autosuggest with Python

How to use Google, Bing and Amazon Autocomplete APIs

Cluster massive amounts of keywords in PPC

N-gram analysis in PPC

PEMAVOR Search Trends Tool: How is it done?

Python Script: Cluster Keywords into Topics using SERP Results

Python Script: Compare the content of 2 website sitemaps on N-gram level

Python Script: Google autosuggest trends for niche keywords

Semantic keyword clustering in Python

Build Automated SEO Audits with Slack+Python

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