After Google almost killed my site, I feel like I've finally cracked it with Facebook traffic... It's taken a year of trial and error, but I know what works now, and it's this 🧵👇

Things I learned from Google exploit: Google assigns almost all queries to 1 of 8 semantic classes that determine a bunch of things. Graph shows how often they occur over 90M queries. I will send all subscribers to Core Updates SEO newsletter 800 examples categorised by Google.

Different ways to Map Keywords to topics – with Supervised and Unsupervised ML approaches: A comprehensive guide by Lazarina Stoy going through different ML methods pros and cons: * String fuzzy matching, a lightweight method for approximate matches between keywords and topics.

A detailed free guide to help you get started with machine learning for keyword research. PLUS A Colab notebook with example workflows and practical code snippets for hands-on learning. Grab them now on MLforSEO

Thank you so much for everyone that joined my session with Oncrawl for We Love SEO 2024 about 5 Phases of NLP and how to practically implement models from each into your SEO workflows. Grab the slides from the link below and head over to MLforSEO lazarinastoy.com/resources/conf…

The latest in SEO in this week's #SEOFOMO (sent to +35.6K subs): * ​Google November 2024 core update rollout is now complete * ​Google has added an FAQ to their Site Reputation Abuse Policy Doc * ​Google CEO Sundar Pichai: Search will profoundly change in 2025 * OpenAI Releases

If you've been affected by redundancy this year, I want to help. You can have my SEO course for free. Simply fill out this Google Form and I will email everyone on there a 100% off voucher code on Tues 17th December. It's 16 hours of high-quality, on-demand video.

OpenAI Sora was out of the game on day one. To be fair, I compared it with Hunyuan, which dropped 6 days ago, it's an open-source AI model and you can run it locally for free. TBH, if I were to compare it to Hailuo AI or Kling AI, Sora would look even worse. Let’s dive in:

If there’s any skill you need to master before diving headfirst into 2025, it’s reporting. Not only is it a necessity for SEOs, but it’s also easier to do than you might think. ⚡ Join our free course with Lazarina Stoy to learn how to create crystal-clear reports that show

🚨Ilya Sutskever finally confirmed > scaling LLMs at the pre-training stage plateaued > the compute is scaling but data isn’t and new or synthetic data isn’t moving the needle What’s next > same as human brain, stopped growing in size but humanity kept advancing, the agents and

Different ways to Map Keywords to topics - with Supervised and Unsupervised ML approaches - via MLforSEO & Lazarina Stoy #seo bit.ly/3OWFDm6

Google Leak Query Classifier intent.dejan.ai Trained on 20,00 synthetic search query samples. #MachineLearning #SEO

🚨BREAKING NEWS!!!! It’s only been few days since China Deepseek R1 dropped & it's INSANE! SPOILER: ChatGPT is now behind. Here are 10 incredible examples:

BREAKING: Alibaba just launched "Qwen" an AI model that writes, generates images/videos, and does web search. It outperforms DeepSeek, ChatGPT-o1, and Claude sonnet. Here are 5 insane examples of what it can do:

CTRs when AI Overviews show up on Google are at an all time low, both on Paid and Organic. When they don't show up, we're in good shape with those CTRs growing. Check out our analysis of our client data over 12 months. seerinteractive.com/insights/ctr-a…

You can now solve nearly any complex SEO research and analysis problem by simply searching for a solution using natural language. How? Today Huggingface made it much easier to search for Spaces and this is a really big deal. Here's an example: huggingface.co/spaces?q=tool+…

I noticed my Bulgarian friends didn't have a search query intent classifier so I'm training a transformer model in hope to have it ready by SERPConf, Sofia: serpconf.com/sofia/agenda/#… 🤞

Over 50% of users tried AI Mode once and didn’t return. Brand spanking new data from the first two months of AI Mode usage (May–July 2025), courtesy of Similarweb. Is the lack of repeat use a reflection of the product or the way it’s being introduced? ipullrank.com/ai-mode-report…

Woke up to an email confirming my scholarship slot for the Semantic AI/ML-enabled Keyword Research course by Lazarina Stoy of MLforSEO. So ecstatic to see the lessons have references & links to corresponding Google Patents. Such a big win to start the week!