Hamsterdam Part 56: Weekly SEO & AI News Recap (4/29 to 5/5, 2024)
By Ethan Lazuk
Last updated:
A weekly look-back at SEO & AI news, tips, and other content shared on social media & beyond.

Opening notes:
- Welcome to another week of Hamsterdam!
- This week, we’re back to more social content, but I’ll also be balancing it out with more articles and excerpts. This’ll make it even easier to get the gist of content. 😉
- In other news, I spent a ton of time this week updating my 11x content article, a reimagining of 10x content that now introduces “the value-to-time ratio” for helpful content:

- Would love if you give it a read!
Want Hamsterdam recaps delivered? Subscribe to the free newsletter! (It’s pretty much a link to this article, but it’ll be conveniently emailed to you.) 😉
*Feel free to jump down to this week’s recap, or continue reading for “This week in SEO history,” an introduction, and a summary of the week’s SEO and AI news!
This week in SEO history: first mention of “search engine optimization”
In May of 1997, the first known mention of “search engine optimization” occurred in a meta tag for content on Search Engine Watch.
This was according to Danny Sullivan — currently Google’s Search Liaison — who shared that insight in the SEW Forums in June of 2004.
The news was also covered by Barry Schwartz in Search Engine Roundtable. Here’s how it appeared then:

The link to Danny’s post now redirects to a SEW article about content marketing ROI from 2016:

WayBack Machine doesn’t read the URL, either.
And while I can visit the SEW Forums from 2004, I didn’t locate the exact post:

I’m also not certain of the date that first meta tag was used, just that it was this month.
Still, all things considered, it’s pretty incredible how “SEO” has endured as a term for 27 years, and likely will for many more.
Although, (technically) we’re optimizing for people who use search engines — and increasingly AI answer engines, chatbots, and assistants — and not search engines themselves; in theory, anyway. 🙂
Speaking of people, let’s get to our introduction this week …
A quick note, followed by a celebration of writing and artistry.
Introduction to week 56: “what matters”

Sometimes, popular topics feel distant to me.
Site reputation abuse is one of them.
I understand the problems of parasite SEO and barnacle SEO.
Still, I don’t recall ever in my life, neither as an agency-side SEO nor as an independent consultant today, going to a client and saying, “We’re being competed against by hustlers on a Harvard subdomain.”
I’ve no doubt that it’s a problem to some publishers and other businesses. It must be.
But to me, it gives spam problem vibes — what I mean is that most of that spam I saw, which was prevalent, for sure, was still on page 3+.
Sometimes, the loudest problems discussed in SEO have the least direct impact on the strategies I work on for businesses.
A more prominent example was the helpful content update.
I just reframed my refreshed 11x content post around it, because it’s a huge topic — but it still didn’t really impact any businesses I worked with, then or now.
Sure, I knew friends and colleagues with side projects who were hit, but not any clients.
Core updates, now those can matter.
I typically look forward to them after I’ve been working with a site for a while, but I also sweat them when I just started working a client that’s had a lot of SEO work done previously. IYKYK.
Just because something is discussion fodder — case in point, core web vitals — doesn’t mean it connects to the real world needs of everyday businesses.
What most clients I work with want to know is, “Are we healthy? Are we sustaining and growing this business?”
Maybe the coming weeks will be full of reputation abuse hype and chatter, or maybe not.
Either way, energy is finite, and my advice is to focus on what matters to your situation.
After all, Google I/0 is around the corner …
Unless you’re an SEO nerd, then of course you’ll be obsessing over site reputation abuse news, particularly the distribution of algorithmic drops to manual actions. 😉
But to that point …
There’s another type of reputation abuse that we need to discuss — and that’s Kendrick Lamar.
You may recall in Hamsterdam Part 50, we featured the song Like That with his feature and included a lyrical breakdown.
This week, Kendrick put out three songs that further changed music and arguably society.
To be fair, I’m biased.
I have selective tastes in music, with favoritism toward writers, which applies to hip-hop artists.
Now, if you’re just catching up, what started (most recently, I mean) as a competitive battle between Drake, J. Cole, and Kendrick has become something with deeper meaning.
I follow a lot of hip-hop content on TikTok. I’m also aware of the perspectives I have, or don’t have.
I’ve listened to a lot of people on this, though, and I think this video sums it up well:
@fridgehiphop Ok after this its back to breaking down the disses i promise #hiphop #drake #kdot #kendricklamar #616inla #euphoria ♬ original sound – Fridge
To catch up on Kendrick’s latest songs, you can start with Euphoria, then Not Like Us, and if you’re brave, try Meet the Grahams.
Google’s reputation abuse policies have got nothing on K-Dot. This man is phenomenal.
But getting beyond the news of the week — if you’re a fan of writers in general, you’ll be a fan of Kendrick’s.
Buckle up for a full week’s recap, and enjoy the un-killable vibes:
<Bonus interview material for the real ones./>
Thank you for supporting Hamsterdam and the cause of SEO & AI learning.
Missed last week? Don’t worry, I got you! Read Part 55 to catch up.
Other great sources of weekly SEO 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
Now, time for our weekly review of SEO social posts, articles, & more …

Quick summary
- Congrats to Barry Schwartz on hitting 900 articles for Search Engine Land.
- Google’s site reputation abuse policies take effect today.
- Google didn’t lose the market share we initially (and skeptically) saw on StatCounter.
- Duane Forrester did a great interview with Shelley Walsh for SEO Pioneers.
- I spent too much time updating my 11x content article …
- And much more! 🙂
Jump to a section of this week’s recap:
- News, Google updates, & SERP tests
- SEO tips & tidbits
- Fundamentals & resources
- Articles, videos & case studies
- Local SEO
- Technical SEO
- Content marketing
- AI, LLMS, & machine learning
- TikTok section
- Miscellaneous & general posts
- Older stuff that’s good!
Or keep scrolling to see it all.
Ok, time to step inside the white flags of Hamsterdam …

SEO news, Google updates, & SERP tests
Notable updates or news related to Google Search or related topics SEOs care about.
This is also a great note from Malte Landwehr, as reported in Garret Sussman’s (iPullRank) The Rank Report newsletter (May 5th):

SEO tips & tidbits
This section has actionable tips, cool tidbits, and other findings and observations that can be teaching moments.
SEO (and AI) fundamentals & resources
If you’re new to SEO, this section is for you and includes essential information, concepts, or resources to learn more.
Articles, videos, case studies & more
These are longer-form content pieces shared on social and elsewhere.
In Response To Google – Ed Zitron

Breakouts during breaking news – Shelby Blackley, WTF is SEO?

Excerpt: “This point is overlooked most of the time, but extremely important: SGE shifts search from keywords to immersive user journeys and conversation. This means a challenge for keyword tracking and predicting people’s needs on various layers of the user journey.”
Local SEO
If you’re into local Search, this section is for you.
Technical SEO
Everything from basics to advanced techniques.

Content marketing
From what is helpful content to user journeys and beyond.
AI, machine learning, & LLMs
A section dedicated to artificial intelligence news, tips, and articles.
What it means: HAC is a well-known algorithm but it doesn’t work well for large datasets. The researchers, based on the concept that most real-world data is sparse — doesn’t have much connection to each other — to focus on comparing data most likely to be similar based on initial clues rather than against all other data. Search engines may use clustering algorithms to group similar webpages and understand their content, making this a useful concept for SEOs to understand.
Note: I wasn’t able to add a Hamsterdam Research article this week, but this will be our topic next week! (Most likely.)
Introducing the Claude Team plan and iOS app

Note: What stood out to me here, aside from the app itself, was the mention of reliable sources being added to the Team Plan. Assuming these will be web sources, could be a good source of B2B traffic.
Microsoft’s GeckOpt Optimizes Large Language Models: Enhancing Computational Efficiency with Intent-Based Tool Selection in Machine Learning Systems – Sana Hassan

What it means: Intent-based tool selection is a method in machine learning systems that focuses on using the most relevant tools for a task. This is achieved by figuring out the intent of the user’s commands. It’s helpful for Microsoft Copilot, as noted in the article, because it reduces the system costs and improves response times without sacrificing performance.
Backpropagation – The Most Fundamental Training Systems Algorithm in Modern Generative AI – Thomas Cherickal, HackerNoon

What it means: Backpropagation is so important to understand, IMO. It allows neural networks to learn from mistakes and improve performance over time. In the context of search engines, we can use backpropagation — as a concept — to understand how ranking systems can change. In fact, I made note of backpropagation in a metaphor in my refreshed 11x content article — can you tell I want people to read this article?! Ha.
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models – Pat Verga, Sebastian Hofstatter, Sophia Althammer, Yixuan Su, Aleksandra Piktus, Arkady Arkhangorodsky, Minjie Xu, Naomi White, Patrick Lewis

What it means: Evaluating the correctness of a large language model’s free-form generation is challenging. Using GPT-4 for these evaluations can introduce intra-model bias, but by using a Panel of LLM evaluations (PoLL), the researchers find less intra-model bias while also being less expensive. For SEOs, this can be a reminder that relying on a single LLMs for feedback, like on a blog post or product description — something I do — can involve subjectivity, but this can be improved by using multiple LLMs, particularly from different families.
Concern About ‘Scarily Good’ Google AI Fueled Microsoft’s OpenAI Investments – Kate Irwin, PC Mag

Note: I tweeted about why I found this interesting:
Danti’s natural language search engine for Earth data soars with $5M in new funding – Aria Alamalhodaei, TechCrunch

Note: What I found interesting about this were the niche uses of search engines with new data sources, but also looking at the larger implications of natural language for search engines, generally.
TikTok content
It’s a search engine, right?
@andrew_ships Replying to @forchat153 ♬ original sound – andrewships | Tech & Product
@jordanrogers2626 Branding Details: take notes from the Golfer’s Journal & Tracksmith Running 🤌🏼 A creative mastermind at Nike once said to me, “The details matter to those who matter.” It’s hard to go the extra mile. But it’s worth it. And if it were easy, everyone would do it. Go to the place where l1nks live to get that one pager that might help you think about this- my workshop might too 👊🏼 #branding #tracksmith #marketing ♬ original sound – Jordan Rogers
@brandsauce.co Replying to @Gabby| Think clear speak clear Gen Z broke marketing, so how can you market to them? how to use the “new” marketing framework and what categories its best-suited for. #marketing #brand #genz ♬ original sound – joe builds brands | brandsauce
@syntaxfm Scraping gives you access to essentially all the data on the World Wide Web. Web Scraping + Reverse Engineering APIs: Covers techniques for web scraping, dealing with private APIs, handling authentication, parsing HTML, and challenges like captchas. Watch the full episode at syntax.fm/763 #scraping #webscraping #apis #webdevelopment #programming #authentication #html #datacollection #data ♬ original sound – Syntax Podcast
General marketing & miscellaneous
This is for great content that isn’t necessarily SEO or marketing-specific. PPC, PR, dev, design, and social friends, check it out!
Older stuff that’s good!
Not everything I find worth sharing is new as of this week, so these are gems I came across published in the past.
The origins of May the 4th – Perplexity Thread

Great job making it to the end. You rock!
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