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CyberAndy

@cyberandy.bsky.social
476 followers 172 following 82 posts

One of the better-known cyberandy. Passionate about #SEO and #ML I am co-founder and CEO of wordlift.io.

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CyberAndy @cyberandy.bsky.social · 27/05/2025
Here is my contribution to the Google AI Mode debate and how we can potentially unpack every query into follow-ups. I built a tool to share the idea: Query Fan-Out Simulator → wor.ai/query-fan-out ⚙️ Detects core entities 🤖 Generates follow-ups 🧪 Tests your content’s structure
wor.ai
Query Fan-Out: A Data-Driven Approach to AI Search Visibility - WordLift Blog
Google’s AI Mode doesn’t just process a query—it explodes it into a network of sub-queries, fanning out across Google’s Knowledge Graphs and web index to generate comprehensive answers.
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CyberAndy @cyberandy.bsky.social · 22/05/2025
Indeed, the recipe is simple and I believe it can be generalized: 1️⃣ A Small model (2, 3 or 4B), 2️⃣ A Well-defined ontology, 3️⃣ A set of task templates, 4️⃣ A reward policy
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CyberAndy @cyberandy.bsky.social · 21/05/2025
Hi there, I am working on an article to share the methodology and in the meantime you can find out more on the model card huggingface.co/cyberandy/SE...
huggingface.co
cyberandy/SEOcrate-4B_grpo_new_01 · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Search Engine Roundtable @seroundtable.bsky.social · 21/05/2025
Google AI Overviews with author names www.seroundtable.com/google-ai-ov...
seroundtable.com
Google AI Overviews With Author Names & Links
Google seems to be testing showing author names and website citations in the AI Overviews. I am honestly not sure if this is new but Christian Kunz said it was and posted about it on his blog and on X...
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CyberAndy @cyberandy.bsky.social · 21/05/2025
youtu.be/6dz_-LbP3eQ 🚀 MCP is live. Claude + Agent WordLift now team up to handle complex SEO tasks: → Entity gap analysis → Meta descriptions → Internal links → FAQs, overviews, product highlights & more Backed by a Knowledge Graph and real tools—not just prompts.
youtu.be
WordLift: Model Context Protocol Integration with Claude
YouTube video by WordLift
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HTTP Archive 💾 @httparchive.org · 19/05/2025
🚨 Calling all web experts! 🚨 The 2025 Web Almanac is still open for contributors! Know someone perfect for it? Mention them here and help us reach the right folks. 🙌 📢 Please help us spread the word! 🔗 Learn more: github.com/HTTPArchive/...
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CyberAndy @cyberandy.bsky.social · 09/05/2025
Would love to see more teams converging on the research front - we tried to document the internals in the model card huggingface.co/cyberandy/SE... (quite surprisingly the model - and the openly contributed quantized versions that others have made have reached in a few days 650 downloads!)
huggingface.co
cyberandy/SEOcrate-4B_grpo_new_01 · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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The Knowledge Graph Conference @kgconference.bsky.social · 05/05/2025
Now it’s time to hear from @cyberandy.bsky.social and Beatrice Gamba from WordLift as they present on #ontology based reinforcement learning for #AI in #SEO and #contentmarketing #KGC2025 #DeepSeek
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CyberAndy @cyberandy.bsky.social · 06/05/2025
Thanks @pacoid.bsky.social it means tons coming from you!!
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paco xander nathan @pacoid.bsky.social · 06/05/2025
Excellent tutorial at the Knowledge Graph Conference today in NYC: "Teaching AI to Think Like Writers - The Aha Moment for Ontology-Based Reinforcement Learning" by @cyberandy.bsky.social @begam9.bsky.social implementing some of the most innovative ideas that I've seen in a long while!
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CyberAndy @cyberandy.bsky.social · 05/05/2025
This is what keeps me up at night. After 105 days studying DeepSeek R1, we built something different. SEOcrate is a 4B parameters reasoning model trained using GRPO on SEOntology. Presenting this at KGC today with @begam9.bsky.social 🔥🔥🔥 wor.ai/Ng2RUa Thanks @unsloth.ai for providing the model!
wor.ai
Future-Proofing Your Content: An Ontology-Driven Approach to Train Your Next SEO Agent - WordLift Blog
“You Are Bigger Than SEO” — and So Is Every Other Domain Rand Fishkin’s opening line at iPullRank’s inaugural SEO Week New York — “You Are Bigger Than SEO” —struck a chord. Rand is absolutely right. H...
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Greg Gifford @greggifford.bsky.social · 29/04/2025
@brieeanderson.bsky.social has a super rad (and very on brand) background behind/between her slides at #seoweek
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CyberAndy @cyberandy.bsky.social · 18/04/2025
SEO ain't dead... for some reason, it's disruptive again—now with a 3.0 flavor.
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CyberAndy @cyberandy.bsky.social · 17/04/2025
🚀 Just shipped Content Quality Evaluation in Agent WordLift! Every AI needs a solid feedback loop. Our new API scores content quality, readability & SEO—no matter who (or what) wrote it. It’s our way of fighting AI slop. Here is the official documentation docs.wordlift.io/agent-wordli...!
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CyberAndy @cyberandy.bsky.social · 08/04/2025
haha his name is Bizet :) (cc @ammonjohns.bsky.social not my password 😜)
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CyberAndy @cyberandy.bsky.social · 05/04/2025
I do have a cat 🐈😻.
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CyberAndy @cyberandy.bsky.social · 05/04/2025
Slightly refined...
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CyberAndy @cyberandy.bsky.social · 05/04/2025
😆 Weekends are for relaxing.
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CyberAndy @cyberandy.bsky.social · 03/04/2025
A great suggestion Jes 👏👏
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CyberAndy @cyberandy.bsky.social · 02/04/2025
When back in November I shared how llms.txt might have helped GPTBot crawl our site, many asked: “How do I build one for an eCommerce website?” Well…The real answer is MCP — and it’s time SEOs start paying attention. Here is my latest article: wordlift.io/blog/en/ai-a...
wordlift.io
AI Agents & Model Context Protocol: The Future of eCommerce - WordLift
Discover how AI agents and the Model Context Protocol are reshaping eCommerce, SEO, and voice-activated shopping, making AI your next key customer.
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CyberAndy @cyberandy.bsky.social · 21/03/2025
Why G Won’t Be Transparent About Its AI Adoption.
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Britney Muller @britneymuller.bsky.social · 20/03/2025
💥 Bonus AI Mode Research Insights: 🔎 Advanced citation mechanics: Links frequently take you to pages with referenced text highlighted (just like featured snippets occasionally do) - huge clue about what Google values! 🔥 5 Days Left to register for Actionable AI For Marketers (discount link below)
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CyberAndy @cyberandy.bsky.social · 20/03/2025
Amazing overview of how #SEO is being re-written! Bravissima Britney 👏👏👏
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CyberAndy @cyberandy.bsky.social · 20/03/2025
THIS. “I am not interested anymore in LLMs. They are just token generators [..] I am more interested in next-gen model architectures, that should be able to do 4 things: understand physical world, have persistent memory and ultimately be more capable to plan and reason.” @yann-lecun.bsky.social
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CyberAndy @cyberandy.bsky.social · 19/03/2025
As @lilyray.nyc recently pointed out, LLMs' memory is shaped (among other factors) by social media conversations. Thinking about marketing strategies through a neuroscience lens is no longer sci-fi—it’s becoming a practical framework for all of us! Thanks, @larry.bsky.social, for the interview!
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CyberAndy @cyberandy.bsky.social · 19/03/2025
I will read it carefully and then read it again. You should do the same!
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CyberAndy @cyberandy.bsky.social · 15/03/2025
Yes, that is correct. It is the deepest understanding that a language model has of the world. The memory layer after post-training in a language model is made of key concepts.
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Simon Willison @simonwillison.net · 13/03/2025
Two big LLM releases today - Cohere's Command A simonwillison.net/2025/Mar/13/... and Ai2's OLMo 2 OLMo claims to be "the first fully-open model (all data, code, weights, and details are freely available) to outperform GPT3.5-Turbo and GPT-4o mini", which feels notable allenai.org/blog/olmo2-32B
simonwillison.net
Introducing Command A: Max performance, minimal compute
New LLM release from Cohere. It's interesting to see which aspects of the model they're highlighting, as an indicator of what their commercial customers value the most (highlight mine): > …
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CyberAndy @cyberandy.bsky.social · 14/03/2025
In Agentic AI, personalization is driven by the episodic memory layer, making it a key differentiator.
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CyberAndy @cyberandy.bsky.social · 13/03/2025
Wikipedia → Wikidata → Neuronpedia. 🔥🔥🔥
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CyberAndy @cyberandy.bsky.social · 13/03/2025
This makes sense to me. I only use it as an example as I was speaking with a friend drinking a coffee there while working 🙃.
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CyberAndy @cyberandy.bsky.social · 13/03/2025
Not all Starbucks are created equal—Agent WordLift now supports Local SEO tools! ☕ 👉 docs.wordlift.io/agent-wordli...
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CyberAndy @cyberandy.bsky.social · 13/03/2025
I completely agree. AI is a product of human intelligence and should serve humanity, not challenge it.
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CyberAndy @cyberandy.bsky.social · 13/03/2025
The standard is still in its early stages, but the need for LLM-friendly content is clear with llms.txt and MCP. Existing web standards are primarily human-centered.
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Chris Green SEO @chris-green.net · 12/03/2025
We're all familiar with robots.txt, maybe less familiar with ads.txt, but I can be sure that LLMs.txt will be new to most of us (as of a few weeks ago, at least). In this blog, Andrea introduces the concept of creating a new file to assist LLMs training of your web content and circumventing 🧵 1/2
wordlift.io
Mastering llms.txt: Your Essential Guide to GenAI-Optimized Website Indexing
Enhance your website's SEO by adopting the llms.txt standard, ensuring improved content accessibility and richer semantic connectivity for AI search engines.
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Timnit Gebru @timnitgebru.blacksky.app · 12/03/2025
Lets replace search with "AI" then! Totally logical if you ask me. Even more worth it when you know they're exponentially overtaking the airline industry in their carbon footprint. Study: www.cjr.org/tow_center/w...
Tweet by Gisele Navarro @ichbinGisele

"“Collectively, the AI search engines provided incorrect answers to more than 60% of queries.” ~ @CJR

Screenoshot of an image showing "Generative search tools were often confidently wrong in our study" showing baplots of different offerings like ChatGPT, Perplexity and Deepseek, and showing the percentage of wrong answers in red and right ones in green.
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CyberAndy @cyberandy.bsky.social · 13/03/2025
'it's not a fact machine. It's only as good as your data'. Brilliant talk!
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CyberAndy @cyberandy.bsky.social · 10/03/2025
My birthday gift for today? Shipping an AI update instead of blowing out candles. 🎂🤖 Agent WordLift now helps retail stores boost local SEO 🚀 More information here: docs.wordlift.io/agent-wordli...
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CyberAndy @cyberandy.bsky.social · 15/02/2025
My English is terrible, but I try my very best 😁
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Montse Cano @montsecano.bsky.social · 15/02/2025
This conversation about agentic AI in search is both useful and enjoyable. Thanks @cyberandy.bsky.social and @gfiorelli1.bsky.social. I've liked the Proust questionnaire too!
open.spotify.com
Navigating Agentic AI in the World of SEO
The Search Session · Episode
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CyberAndy @cyberandy.bsky.social · 15/02/2025
Thanks @montsecano.bsky.social 🙏✨
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Gianluca Fiorelli @gfiorelli1.bsky.social · 06/02/2025
Interesting article about the new SEO kid in the block: llms.txt
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Montse Cano @montsecano.bsky.social · 05/02/2025
I have enjoyed this article about llms.txt
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CyberAndy @cyberandy.bsky.social · 05/02/2025
It's time to get AI-readable. I just wrote a blog post on mastering llms.txt for GenAI-optimized indexing: wordlift.io/blog/en/mast...
wordlift.io
Mastering llms.txt: Your Essential Guide to GenAI-Optimized Website Indexing
Enhance your website's SEO by adopting the llms.txt standard, ensuring improved content accessibility and richer semantic connectivity for AI search engines.
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CyberAndy @cyberandy.bsky.social · 31/01/2025
This made my day because I truly understand only when I do things. Any supervised machine learning project uses data to converge to an outcome. With today's LLMs, the key difference is that what you want the model to converge on is its ability to think—and that’s a breakthrough. Happy weekend!
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CyberAndy @cyberandy.bsky.social · 31/01/2025
Great job!
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CyberAndy @cyberandy.bsky.social · 31/01/2025
Good news for spammers!
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Vahan Petrosyan @vahandev.bsky.social · 31/01/2025
Stopped by the WordLift's office for a great catch-up with @cyberandy.bsky.social and the team! We had some great conversations about AI and the future of SEO, over a fantastic lunch🍝. It was great reconnecting after G50.
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CyberAndy @cyberandy.bsky.social · 31/01/2025
Thanks for coming!! Enjoy Naples 🍕!
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CyberAndy @cyberandy.bsky.social · 27/01/2025
With travelers willing to pay 67% more for personalized experiences, the ROI is clear. Here you can read the full article here: wordlift.io/blog/en/ai-t...
wordlift.io
AI-Driven Personalization: The Future of Travel in 2025
See how AI-driven personalization boosts winter travel revenue by 67% in 2025, with SalzburgerLand using Knowledge Graphs and Zapier to lead in semantic search and enhance experiences.
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