The Google Leak Analyzer assistant is trained only on the Google data of the API Leak, DOJ antitrust trial documents, newest Version of the Google Quality Rater Guidelines, the Twiddler Start Up Guide – Superroot, Realtime Boost Design Document, the book Click Models for Web Search. The analyzer helps you navigating through alls these documents and combine the insights and getting quick insights about ranking relevant attributes and ranking systems. You can ask questions or tasks for example like:
- Give me details about navboost related attributes?
- Are there authority related metrics/attributes?
- What is NSR?
- What is navboost?
- What is tangram?
- What is glue?
- Which attributes are releated to mustang?
- Which attributes are related to pianno?
- Which attributes are related to Topical authority?
- Which attributes are related to user signals?
- Which attributes are relate to Twiddlers?
- Which modules are related to Reranking?
- …
Google Leak Analyzer
Feel free to try out what you like …
Here you can find an article with great entry point to deep dive in the Leak data via the analyzer tool.
I am looking forward hearing your experience with this tool!
Note: The analyzer works flawlessly for the most part without reverberation. Caution is advised with acronyms, which the Analyzer itself likes to output with incorrect names that are not mentioned in the leak.
Satisfied SEO Thought Leader members about the SEO Research Suite

Patrick Stolp
"Efficient SEO with Olaf's SEO Research Suite: Simplifying Patents and Research"
„If you are serious about SEO and want to implement search engine optimisation on a fundamental knowledge base, you need to study patents and other research papers intensively and in detail. Thanks to Olaf's SEO Research Suite, this task is now much easier, as the tool provides both research and a reliable initial analysis.“

Behzad Hussain
"Unlocking SEO Insights: How Olaf Kopp's SEO Research Suite Simplifies Patents and Research"
SEO Research Suite by Olaf Kopp is my go-to source for Patents' knowledge and easy explanations. Sometimes, it becomes really hard to understand what are the key SEO implementations of a Google/Microsoft Patent for Website Owners and Publishers. In such situations, I always prefer to check Olaf Kopp's article for Patents' Summaries, in SEO Thought Leadership database, that provide comprehensive explanation of SEO implications of that patent. I'm also big fan of the AI research assistants that helps to research about Patents and Research Papers from finding the relevant Patents/papers to summarizing tough paragraphs into easiest form, this research tools are awesome.

Marcus Tandler
"Revolutionizing SEO Research with Data-Driven Insights: Save Time and Uncover Critical Trends with the SEO Research Suite"
Basic research on search engine patents, research papers, leaks... are essential knowledge drivers of the SEO industry. Such sources provide information on what search engines like Google are working on, which alleged SEO trends are hype, and what you as an SEO should be focusing on. However, this form of research and education is very time-consuming. With the SEO Research Suite, fundamental research is now possible in minutes and seconds thanks to the well-structured database and the AI Research Assistant based on detailed sources such as Google patents, the Google API leak and resources that are fundamental to SEO. The knowledge gain and time savings are huge!

Donna Rougeau
"SEO's Best Investment: Olaf Kopp's Research Suite—Inspired by Bill Slawski, Future-Proof Your Strategy!"
The 2 most expensive areas in SEO are Time and Trust – Time wasted trying to do everything yourself, and, Trust spent on out-of-date SEO information. Bill Slawski was my GoTo source of truth – my future proofing, his loss to the SEO world was incalculable. Finding the SEO Research Suite by Olaf Kopp – a priceless resource to bring us all into the next generation of SEO, and I hear Bill inspired it. After 25+ years in SEO there is no better value than the SEO Research Suite from Olaf Kopp – Just Get it!

Jens Hurling
From gut feeling to data-driven SEO and LLMO success with the Research Suite!
The Research Suite helps me to put SEO and LLMO on a comprehensible and transparent basis. Away from gut feeling and towards understanding how search and LLMs can actually work for brands. Currently, I mainly use the LLMO / GEO Assistant to prepare our clients for the future and the Patent & Paper Analyzer for sources and deeper understanding.
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