🐹 Hamsterdam Part 151: Weekly SEO/GEO News Recap (10/24 to 10/30, 2026)
By Ethan Lazuk
Last updated:
A weekly look-back at SEO/GEO news, tips, and other content shared on social media & beyond.

Opening notes, thoughts, and musings:
- My website is now eligible as a Preferred Source in Google. I’d be grateful if you added me!
- Welcome to another week of Hamsterdam! 🐹 If you’re new here, this is a weekly summary of hand-curated SEO/GEO news and tips shared on social media. Like a newsletter, but different.
- Curious what I’ve been up to? Check out my latest blog posts from the past week:
- How to Interview a Web/Dev Professional for SEO/GEO Tasks
- Let’s Talk About “Information Foraging Theory” in the Context of SEO/GEO: A Hamsterdam Marketing Lesson
- The Enduring Importance of Micro-Moments (A Hamsterdam History Lesson)
- What Types of Media Coverage Are Most Valuable for GEO? A Tales from the Query Post
- Summarizing “What the Author Wrote, What the Agent Reads: Silent Cue Loss in Enterprise Document Ingestion”: A Hamsterdam Research Post
- Summarizing “Can AI Chat Replace Traditional Search? Evidence from a RAG-based Live Events Experiment”: A Hamsterdam Research Post
- I appreciate you being here and look forward to sharing the week’s SEO/GEO news below! 🙌
If you’re in a rush, hop down to the news portion. 📰
Or continue reading for two vocabulary lessons plus an introduction.

And we’re off …
🧑💻 Marketing word of the week: “Means-End Chain”
Means-End Chain is a marketing framework that explains how consumers connect a product’s attributes to the benefits those attributes provide and, ultimately, to their personal values or goals.

For example, consider an SEO reporting platform:
- Attribute: Automated reporting dashboards.
- Consequence: Less time spent preparing reports manually.
- Value: Greater professional autonomy and more time to focus on meaningful work.
While traditional keyword research taught SEOs to understand what people are looking for, Means-End Chain theory encourages SEO/GEOs to investigate why those motivations matter. This applies especially in AI search, where users can express their problems, circumstances, or desired outcomes in a single prompt.
As a practical takeaway for SEO/GEO professionals, we can use Means-End Chain theory to create content that connects product features to benefits and broader customer goals. This type of content can be more useful when people or AI assistants are evaluating solutions to a problem.
🤖 AI word of the week: “Hubness”
Hubness is a phenomenon in high-dimensional vector spaces where certain data points become disproportionately frequent nearest-neighbor matches, even when other data points may be more relevant.

In AI systems that use embeddings for information retrieval, hubness means some documents or passages can appear repeatedly in search results, while others are rarely retrieved.
Since AI search and retrieval-augmented generation (RAG) systems may use embeddings to identify content relevant to a user’s question, hubness introduces an important consideration: semantic similarity doesn’t always guarantee retrieval relevance.
In short, the SEO/GEO takeaway is that being semantically related to a query and being reliably retrieved for that query are two different things.
✌️Introduction to week 151: “Bing Webmaster Tools Topic Portfolio Opportunity Query Report”
That’s a mouthful of a title, but a helpful tool indeed. As a beta feature, BWT has the Topic Portfolio, showing you which topics of citations you appear for in Copilot (mostly). As part of this feature, BWT also shows an Opportunity Query section, with suggested queries to try and get citations for. Mining these can give you content ideas:

One tip is to click into a topic first to view the opportunity queries specific to that topic, versus reviewing the master list of queries. Another tip is to export those queries, import them into your favorite AI assistant like ChatGPT or Claude, and ask it to extract the most relevant ones for your audience.
Although it’s limited to Copilot and other AI surfaces that use Bing, this data is still pretty fire. Keep it up BWT team!
Thank you for supporting Hamsterdam and the cause of SEO/GEO learning. 🙏
Enjoy the vibes:
Missed last week? Don’t worry, I got you! Read Part 150 to catch up.
🌟 Other great sources of weekly SEO/GEO news:
- The SEO Weekly – Garret Sussman, iPullRank
- SEOFOMO – Aleyda Solis
- Weekly Video Recaps – Barry Schwartz, SER
- Weekly SEO News YouTube channel – Olga Zarr, Seosly
- Niche Surfer – Yoyao Hsueh
- Core Updates – Mark Williams-Cook, Candour Agency Ltd.
Time for our weekly review of SEO/GEO social posts, articles, & more …

Now, let’s step inside the white flags of Hamsterdam …
⏩ Jump to a section:
- News, Google updates, & SERP tests
- SEO tips & tidbits
- Fundamentals & resources
- Articles, videos & case studies
- Local SEO
- Technical SEO
- Content marketing
- Local SEO
- Data analysis & reporting
- AI, LLMS, & machine learning
- Miscellaneous & general posts
Or keep scrolling to see it all. ⏬
📰 SEO/GEO news, Google updates, SERP tests & notable posts
Notable updates or news related to Google Search or related SEO topics.
🍟 SEO tips & tidbits
Actionable tips, cool tidbits, and other snackable findings and observations that can be teaching moments.
Essential information, concepts, or resources to learn about SEO or AI.
Longer-form content pieces shared on social, in newsletters, and elsewhere.
🧑💻 Technical SEO
Everything from basics to advanced moves (and also tools).
✍️ Content marketing
From what is helpful content to user journeys and beyond.
📍 Local SEO/GEO
From Google Business Profiles to reviews and more!
📊 Data analysis & reporting
Showing that what you’re doing is helping.
🤖 AI, machine learning, & LLMs
News related to models, papers, and companies.
🤔 General marketing & miscellaneous
This is for great content that isn’t necessarily SEO/GEO specific.
Let’s connect!
Hit me up anytime via text or call at 813-557-9745 or on social or email:
Cheers! ✌️
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