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SEO updates you need to know
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Search with Candour podcast

Common GA4 mistakes to avoid
Season 4: Episode 23
Jack Chambers-Ward is joined by Dana DiTomaso to discuss common mistakes seen in GA4 setups in 2025.
Jack and Dana get into topics like the importance of proper tag manager setups, dealing with duplicate traffic, and strategies for better data filtering.
Dana also shares horror stories from hundreds of GA4 audits and tips on improving GA4 configurations. Don't miss the practical insights and tips to enhance your digital marketing efforts!
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This week's solicited tips:
You should learn how LLMs actually work
At Zagreb SEO Summit last week, I got the question "What should SEOs be learning about to stay ahead?" It's an easy question for me, and the answer is "LLMs". ✅
LLMs are going to be at the core of the new search experience. Getting your head around how things like pre-training, tokenisation, system prompts, and similar concepts is how you ground your strategy and tactics going forward. It will insulate you from misinformation, help you sort fact from fiction, and allow you to focus on what works.
If you haven't seen it, my 100% recommendation is to watch this amazing video from Andrej Karpathy. It's 3.5 hours long, but it's the best primer I have ever seen on the topic. Invest in yourself and make the time. 🤩
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Don't bother with vanity metrics for your links
You should not be judging the quality of your links with metrics like DA, TF, or DR ❌
These are third-party (and easily exploitable) metrics that Google doesn't care about.
Tamara Novitović in her talk at Zagreb SEO Summit suggests using an IMPACT score based on:
🖱️ Traffic: Does it actually get clicks (this was the #1 metric I have previously suggested!)
📈 Engagement: Are users actually getting the value they are expecting?
🎯 Placement: Is it related to the user's current information forage?
💰 Conversion: The gold standard, can you get converting traffic directly from that link?
Good talks on link building are hard to find, I'd suggest giving Tamara Novitović a follow, and the chat Jack Chambers-Ward had with her on the Search with Candour podcast, about whether links are worth it in 2025!
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Screaming Frog's semantic similarity scrutiniser
As of yesterday, you can analyse the semantic similarity of pages in a crawl to help detect duplicate, similar and potentially off-topic, less relevant content on a site with Screaming Frog v22.
Using their existing AI provider integrations via ‘Config > API Access > AI’ (including OpenAI, Gemini & Ollama) you can capture vector embeddings of pages.
Lots of great releases from the team. 👊
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Pull AlsoAsked data into your AI assistants
"The Model Context Protocol (MCP) helps large language models "talk and work" with external systems (but in a standardized way)" - Myriam Jessier
The hugely talented Metehan Yeşilyurt (follow him) has built something that even a human would describe as "game changing": An AlsoAsked MCP server that brings real-time PAA data directly into AI assistants like Claude.
A fantastic community effort; and his post is a great place to start getting your head around MCP.
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There is no such thing as a "national" search in Google.
Since we added the City option to AlsoAsked I've had people email saying they don't want to specify a city and they want to perform the research on a "national level", here is what I tell them:
💡Google is always passing a longitude and latitude with any standard search. We need to (and always have) passed location information.
💡Whether a search is "localised" or "national" depends on the intent of the query, which Google determines.
💡Knowing whether a query has local intent is important. It means you need to localise your content!
💡For example, searching the US for "food trucks" (thanks for the example Arnout) triggers a bunch of local questions; you need to know this!
💡Searching for something like "best laptops" does not. All the results are kind of the same because the exact location is not important.
💡Previously, AlsoAsked would just silently pass the largest city location in the background when you specified a region (which is now the default option).
So if you want "AlsoAsked classic" experience, just leave it as the default!
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