Training platform for organic search, SEO, digital marketing consultants to implement machine learning, founded by @lazarinastoy
Joined February 2024
- Tweets 44
- Following 2
- Followers 111
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17 Photos and videos
13 Hard and Soft Skills you'll gain if you learn AI/ML-enabled automation as a marketer 🌟 video live on the MLforSEO YouTube channel. Subscribe and don't miss any new releases!
youtu.be/iidcIB6boVU?si=21AF…
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In case you missed it… Our newest MLforSEO course, AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands, is officially live!✨
academy.mlforseo.com/product…
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5 Reasons to Learn AI as a Marketer in 2026 on the MLforSEO YouTube channel đź’ś
youtu.be/9waptj4Z0DM
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💜 The new and improved MLforSEO Resource Hub is ready for you: mlforseo.com/resources-libra…
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AI is reshaping search, but do you speak its language?
The MLforSEO Glossary helps marketers decode 140 AI/ML & SEO terms like Micro-Intent and Centroid-based Clustering.
Turn technical buzzwords into insights 👉 mlforseo.com/glossary/
#SEO #MLforSEO
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Google doesn’t just answer queries; it expands them. Query augmentation adds entities, attributes, and context to improve SERP precision. If your content isn’t built for those enriched queries, you’re invisible to semantic search.
👉 academy.mlforseo.com/lesson/…
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🧠Lost in AI ML SEO jargon?
Our new MLforSEO Glossary breaks down 140 machine-learning terms, from Accuracy Score to Entity Salience, in marketer-friendly language.
👉mlforseo.com/glossary/
#MLforSEO #SEO #AIMarketing #SearchIntelligence
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Google runs 100k SERP experiments every year. 🚀SERP Feature Analysis = your way to piggyback on that research.
Study snippets, PAAs, local packs & more → reveal intent format signals, build smarter content & out-position rivals.
👉 youtu.be/0iQlH8szHUU?si=iY9M…
#SEO
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Yesterday, we shared a little on the EAV (Entities–Attributes–Variables) model. In our YouTube video, Lazarina Stoy looks deeper into how EAV combinations power smarter keyword research entity-rich content.
🎥 Watch the lesson snippet and subscribe → youtube.com/watch?v=pMwLiNQQ…
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Google ranks by entities context. The Entity-Attribute-Variable model is how you:
– Map what users really want
– Spot gaps competitors miss
– Build scalable, semantic content
Learn more in our Academy👇
academy.mlforseo.com/lesson/…
#SEO #SemanticSearch #EAVmodel
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Implicit feedback = hidden keyword research.
CTR, dwell time, pogo-sticking, and scrolls are signals that show if content satisfies intent.
👉Track queries engagement
👉Spot weak spots
👉Adjust content UX
Check the video 👇
youtu.be/Hqeia9M_lR0?si=2rQ1…
#SEO #ContentStrategy
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🔎 In our new channel video, we break down query augmentation. Learn how users and search systems enrich queries with related entities to refine results 👇
youtu.be/KKjp64ipyOw
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Query augmentation = search engines expanding queries for context.
Users refine. Google refines, too. SEOs win when they:
– Map entities attributes
– Anticipate refinements
– Link related pages
#SEO #QueryAugmentation #SemanticSearch
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🔍 Query paths = the real map of how users search.
Check out the latest video in the MLforSEO channel and learn how to uncover and expand them using:
✨ Fuzzy matching & query distance
✨ Reverse-engineering SERPs & social platforms
✨ and more
youtube.com/watch?v=0Bhu1Cpa…
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Most SEOs stop at macro intent (informational, transactional, etc). Useful, but incomplete.
Real users search with micro-intents (brand/product refinements) that reveal bottom-funnel, high-conversion signals.
Check the video👇
youtu.be/FWg91MVtXeg?si=rDX1…
#SearchIntent #SEO
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SERP features = query semantics in action.
👉 Categorize features by intent
👉 Map formats that dominate
👉 Follow query refinements (PAA, filters)
👉 Use NLP/ML to cluster label
That’s how you turn SERP analysis into strategy 👇
academy.mlforseo.com/lesson/…
#SEO #KeywordResearch
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SERP features come from query sequences. Users refine, compare, and explore before they decide.
Your SEO wins when you map the journey of intent.
Optimise for the path, not just the keyword. Check the lesson 👇
academy.mlforseo.com/lesson/…
#SEO #SemanticSearch #ContentStrategy
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