How much of your content survives the AI Search filter?
But how much if your page content actually makes it to the model? About one third on average. Metric Value Total Characters Across All Pages 21,198 Total Characters Cited 6,818 Total Characters Not Cited 14,380 Overall Citation Coverage 32.16% Citation Analysis: owayo.com Source: owayo.com Citation Snippet Custom Running Shirts – owayo: owayo manufactures custom running […]
SEO Bloggers Just Make Up Nonsense – Don’t Believe Any Of It
You don’t have to put much effort into finding some SEO blog post or video that claims to explain how Google is generating its search results based on “the Google leak”. Anyone who scans API documentation for more than a few minutes i…
Hobo SEO Quadrilogy 2025 – A New Library for a New Era
Discover the 2025 Hobo SEO Quadrilogy. Based on the Google leak & DOJ trial, this evidence-based framework covers strategic, technical, and AI SEO for 2025.
Read the full article here Hobo SEO Quadrilogy 2025 – A New Library for a New Era © …
Hobo Technical SEO 2025 – Free SEO Ebook
The black box is broken. The blueprints are here. Download Hobo Technical SEO 2025 – a free eBook for senior SEOs. Built on the Google leak + DOJ trial evidence. No fluff. Just facts.
Read the full article here Hobo Technical SEO 2025 – Free SEO Eboo…
The Definitive Guide to SEO Audits post-Google Leak
Explore the first evidence-based SEO audit framework post-Google leak. This definitive guide maps E-E-A-T to leaked Google attributes, creating an actionable strategy aligned with Google’s core engineering principles.
Read the full article here The Def…
The Definitive Guide to On-Page SEO after the Google Leak
TLDR: Based on the revelations from the Google Content Warehouse, an effective on-page SEO strategy should be built around the following core principles (which I explore in this article): Optimise for the entire ranking pipeline. Engineer for “go…
What is ‘Firefly’? Google’s Scaled Content Abuse System: QualityCopiaFireflySiteSignal
Disclaimer: This is not official. Any article (like this) dealing with the Google Content Data Warehouse leak requires a lot of logical inference when putting together the framework for SEOs, as I have done with this article. I urge you to double-check…
The CRAPS System: How Users Shape Google Results
The ultimate ranking factor is the demonstrated ability to satisfy user intent, and the CrapsData model is the primary record of that satisfaction.
Read the full article here The CRAPS System: How Users Shape Google Results © Copyright 2006-2025 Shaun …
E-E-A-T Decoded: Google’s Experience, Expertise, Authoritativeness, and Trust
E-E-A-T, an acronym for Experience, Expertise, Authoritativeness, and Trust, serves as a conceptual model for what Google deems valuable to its users.
Read the full article here E-E-A-T Decoded: Google’s Experience, Expertise, Authoritativeness, …
United States DOJ v. Google LLC: Federal Antitrust Case 2020-2025 Summary
For the last few months, I’ve been down a rabbit hole. Like many of you in the SEO world, I’ve been obsessively tracking the bombshells that came out of the US Department of Justice’s antitrust trial against Google. It started with a …
What Is ‘Goldmine’? Google’s Universal Quality Judge For SERPS
Google’s Goldmine system is a universal quality engine for SERP elements. It pits your title tag against your H1, body text & more. The winner is chosen by AI (BlockBERT) and real user clicks (NavBoost). Your tags are just one candidate in the rac…
Evidence-Based Mapping of Google Updates to Leaked Internal Ranking Signals
Disclosure: I use generative AI when specifically writing about my own experiences, ideas, stories, concepts, tools, tool documentation or research. My tool of choice for this process is Google Gemini Pro 2.5 Deep Research. I have over 20 years writing…
The Definitive Guide To Image SEO: Google Content Warehouse ImageData Schema Analysis
Go inside Google’s leaked ImageData schema. In my latest article I reveal the real ranking signals for images, from NIMA quality scores to entity associations. Level up your SEO.”
Read the full article here The Definitive Guide To Image SEO: Google Con…
Google’s LocalWWWInfo: An Analysis of Local SEO Signals in the Google Leak
After 25 years in search engine optimisation, it’s rare to see a development that provides such stark clarity as the May 2024 Content Warehouse API leak. My analysis has focused intensely on the LocalWWWInfo data model. For years, we’ve mov…
The PerDocData: An SEO’s Strategic Analysis of Google’s Leaked Core Document Model
Having spent 25 years analysing Google’s results pages, the leak of the PerDocData model is nothing short of a Rosetta Stone. At Hobo, I’ve always worked from the evidence we had, and to be fair, my analysis concludes that Google spokespeop…
Google’s Leaked CompressedQualitySignals: Advanced SEO Analysis
In my latest article about Google Content Warehouse leak I delve into the most important module of the whole leak (in my opinion). Navigating the world of search engine optimisation for a quarter of a century is to live in a state of perpetual adaptati…
The CompositeDoc: Google’s Core Document Data Structure Leaked
After about a quarter of a century in the trenches of SEO (search engine optimisation), I’ve seen fads come and go. I’ve witnessed the rise and fall of countless ‘guaranteed ranking’ tactics and watched as the digital landscape …
The QualityNsrPQData Model: The Core of Google’s Page Quality Assessment
After 25 years in this industry, I’ve seen it all. I was optimising websites for search engines like Alta Vista and Lycos before Google was even a registered domain. In those early days, SEO was a simpler, cruder art. We were a long way from the …
The Definitive Guide to Mobile SEO After the Leak: How Google Ranks Your Website
There’s a reason Google openly tells us “Google uses the mobile version of a site’s content, crawled with the smartphone agent, for indexing and *ranking*. This is called mobile-first indexing.” The emphasis above is mine, natur…
Core Web Vitals SEO After The Google Content Warehouse API Data Leaks
This article dissects the Google Content Warehouse API documentation leak in March 2024 with Core Web Vitals under the spotlight.
Read the full article here Core Web Vitals SEO After The Google Content Warehouse API Data Leaks © Copyright 2006-2025 Sha…