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Search Engine Optimization (SEO) Starter Guide: Decoded Post Google Leak

Shaun Anderson — Mon, 12 Oct 2026 14:57:43 +0000

This is a conceptual artwork. This is not official guidance from Google. Some readers wanted a simple starter guide to the leaks and court cases and how they applied to content creators. I think by now Google's own SEO Starter Guide is the best starting point for true beginners to SEO (search engine optimisation), so I thought it might also make a good starting point for beginners to the Google leak

What is Site Authority? The siteAuthority Signal in the Google Leak

Shaun Anderson — Sat, 10 Oct 2026 23:06:51 +0000

Perhaps the biggest accusation levelled at Google following the 2024 API leak – right alongside the Google Sandbox for new sites and the drama about clicks – is that Google spent a decade lying to the SEO industry about Domain Authority (DA). They didn’t, really. Critics were vocal. They opened the leaked documentation, found an ... Read more

The Freshness Signal: QDF (Query Deserves Freshness) – Inside Google’s Battle Against Time, Staleness, and Click Bias

Shaun Anderson — Mon, 05 Oct 2026 01:38:38 +0000

I aim to bridge the gap between macro-level legal accountability (unsealed antitrust testimony from Google executives) and micro-level code architecture (leaked API schemas like semanticDate, richcontentData, and the FreshnessTwiddler).

The RankLab Loop: How Goldmine and (NSR) Control Your Organic Visibility in Google Core Updates

Shaun Anderson — Fri, 02 Oct 2026 12:19:08 +0000

Discover how Google's Goldmine and NSR systems control organic visibility within the RankLab sandbox, and why site-wide authority beats page-level SEO.

What is Answer Engine Optimisation (AEO)?

Shaun Anderson — Mon, 21 Sep 2026 02:10:47 +0000

Discover Answer Engine Optimisation (AEO) and its hierarchy, from OneBox answers to AI Overviews. Adapt content for direct answers in an AI-driven search landscape to maximize visibility and authority.

Google Fringe Query Classifier Framework QualityFringe: From 2019 Leaks to 2024 API Schema

Shaun Anderson — Thu, 17 Sep 2026 14:24:52 +0000

The 2019 Project Veritas slide and the 2024 ContentWarehouse API schema are two sides of the same algorithmic coin. What began as a theoretical proposal to quantify media channel quality through continuous rater scales has evolved into a highly sophisticated, shard-level safety infrastructure.

Google Site Wide Ranking Factors Decoded: Unmasking QualityNsrNsrData (New Site Rank)

Shaun Anderson — Thu, 17 Sep 2026 12:08:50 +0000

The discovery of QualityNsrNsrData as Google's list of core site-wide ranking signals is a watershed moment for search marketing. QualityNsrNsrData is the leaked Protocol Buffer in which Google stores its bundle site-level quality scores. It is the closest thing the 2024 documents give us to a list of sitewide ranking signals in one place.

New Site Rank (NSR) – Google’s Site-Wide Quality Engine

Shaun Anderson — Wed, 16 Sep 2026 21:09:56 +0000

Understanding that NSR stands for New Site Rank rather than "Neural" or "Normalized" shifts the strategy from chasing dynamic, page-level AI optimisation to managing an offline, batch-calculated authority ceiling for your entire domain.

What is Information Gain Score in SEO?

Shaun Anderson — Tue, 15 Sep 2026 18:25:18 +0000

An in-depth breakdown of Google's Information Gain mechanism and the advanced mathematics behind search retrieval. Discover how Google calculates document entropy, uses vector subspace projections to penalise copycat text, and leverages NavBoost click signals to reward net-new factual utility.

2026 “Confidence Score” Leaked in Google Gemini Answers

Shaun Anderson — Tue, 23 Jun 2026 20:28:23 +0000

Today, in June 2026, Google Gemini was good enough to demonstrate how Google uses a Confidence Score between 0 to 1 to create its generative answer.

How To Use Agency (Thisisagency.ai)

Shaun Anderson — Mon, 15 Jun 2026 14:39:19 +0000

Agency is the world’s first operational agentic AI agency, where you are the CEO of 81 AI employees. Thisisagency.ai is live (private beta) — stop prompting, start managing!

DR: Ahrefs Domain Rating – Understand, Improve, and Leverage This Metric

Shaun Anderson — Tue, 09 Jun 2026 20:14:22 +0000

Ahrefs Domain Rating (DR) is a useful metric for anyone navigating SEO (search engine optimisation). If you are a business owner, marketing professional, or SEO specialist, understanding DR is paramount for assessing website authority and competitive landscapes. This proprietary metric from Ahrefs (I have no affiliation) offers a numerical representation, on a logarithmic scale from 0 ... Read more

What is Generative User Interface Optimization? (GUIO)

Shaun Anderson — Thu, 04 Jun 2026 16:25:25 +0000

Generative User Interface Optimization is poised to redefine digital interaction, offering unparalleled personalization and efficiency.

The “GEO” grift is over. It’s SEO.

Shaun Anderson — Fri, 15 May 2026 19:47:53 +0000

“While terms like Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO) are common online, many suggested 'hacks' aren't effective or supported by how Google Search actually works.”