CyberAndy
@cyberandy.bsky.social
One of the better-known cyberandy. Passionate about #SEO and #ML I am co-founder and CEO of https://wordlift.io.
Pinned
CyberAndy
@cyberandy.bsky.social
· Apr 2
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.
wordlift.io
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...
“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...
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
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
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.
wor.ai
May 27, 2025 at 9:46 AM
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
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
Reposted by CyberAndy
Google AI Overviews with author names www.seroundtable.com/google-ai-ov...
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...
www.seroundtable.com
May 21, 2025 at 11:11 AM
Google AI Overviews with author names www.seroundtable.com/google-ai-ov...
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.
🚀 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.
WordLift: Model Context Protocol Integration with Claude
YouTube video by WordLift
youtu.be
May 21, 2025 at 9:52 AM
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.
🚀 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.
Reposted by CyberAndy
🚨 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/...
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/...
May 19, 2025 at 4:52 AM
🚨 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/...
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/...
Reposted by CyberAndy
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
#KGC2025 #DeepSeek
May 5, 2025 at 8:04 PM
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
#KGC2025 #DeepSeek
Reposted by CyberAndy
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!
May 6, 2025 at 2:41 AM
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!
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!
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!
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...
wor.ai
May 5, 2025 at 4:06 PM
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!
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!
Reposted by CyberAndy
@brieeanderson.bsky.social has a super rad (and very on brand) background behind/between her slides at #seoweek
April 29, 2025 at 7:40 PM
@brieeanderson.bsky.social has a super rad (and very on brand) background behind/between her slides at #seoweek
SEO ain't dead... for some reason, it's disruptive again—now with a 3.0 flavor.
April 18, 2025 at 3:32 PM
SEO ain't dead... for some reason, it's disruptive again—now with a 3.0 flavor.
🚀 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...!
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...!
April 17, 2025 at 7:16 PM
🚀 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...!
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...!
😆 Weekends are for relaxing.
April 5, 2025 at 11:33 AM
😆 Weekends are for relaxing.
A great suggestion Jes 👏👏
Looking to understand how AI Overviews impacts your site performance?
Its impression and click data being lumped in with the rest of search results makes it hard to analyse.
But knowing its common triggers, I wrote a regex to surface highly-likely-to-be-impacted queries.
Its impression and click data being lumped in with the rest of search results makes it hard to analyse.
But knowing its common triggers, I wrote a regex to surface highly-likely-to-be-impacted queries.
April 3, 2025 at 4:17 AM
A great suggestion Jes 👏👏
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...
“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...
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.
wordlift.io
April 2, 2025 at 5:06 PM
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...
“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...
Why G Won’t Be Transparent About Its AI Adoption.
I was curious what the “related queries” were for the search term “AI Overviews” over the past year in Google Trends. Oh.
March 21, 2025 at 8:22 PM
Why G Won’t Be Transparent About Its AI Adoption.
Reposted by CyberAndy
💥 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)
🔎 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)
Researched Google's New AI Mode So You Don't Have To 🚀
Evaluated hundreds of AI Mode outputs across user intents & here's what you NEED to know:
🔍 It's genuinely AI-powered - the same query "cheap flights" produced seemingly endless variations of output text ranging from 370 to 449 words!
Evaluated hundreds of AI Mode outputs across user intents & here's what you NEED to know:
🔍 It's genuinely AI-powered - the same query "cheap flights" produced seemingly endless variations of output text ranging from 370 to 449 words!
March 20, 2025 at 5:04 PM
💥 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)
🔎 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)
Amazing overview of how #SEO is being re-written! Bravissima Britney 👏👏👏
Researched Google's New AI Mode So You Don't Have To 🚀
Evaluated hundreds of AI Mode outputs across user intents & here's what you NEED to know:
🔍 It's genuinely AI-powered - the same query "cheap flights" produced seemingly endless variations of output text ranging from 370 to 449 words!
Evaluated hundreds of AI Mode outputs across user intents & here's what you NEED to know:
🔍 It's genuinely AI-powered - the same query "cheap flights" produced seemingly endless variations of output text ranging from 370 to 449 words!
March 20, 2025 at 10:48 AM
Amazing overview of how #SEO is being re-written! Bravissima Britney 👏👏👏
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
“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
March 20, 2025 at 10:39 AM
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
“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
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!
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!
Your #brand is what people say about you after you've left the room. The memories you create determine how people think about you. @cyberandy.bsky.social says modern brand managers need to create digital #memories that align with how #AI systems understand the world.
Andrea Volpini: the role of memory in digital branding for AI
Andrea Volpini is an expert on applying an understanding of human and machine memory to marketing and branding for AI systems.
buff.ly
March 19, 2025 at 6:42 PM
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!
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!
I will read it carefully and then read it again. You should do the same!
When writing it, I tried to be the most "didactical" I could, so I ask true experts like @cyberandy.bsky.social or Mike King or @dejanseo.bsky.social to forgive me if I oversimplified a few things.
Happy reading: iloveseo.net/a-guide-to-s...
Happy reading: iloveseo.net/a-guide-to-s...
A guide to Semantics or how to be visible both in Search and LLMs. - I Love SEO
Many people ask: How can we get our content used as a source for the answers that ChatGPT and similar LLM systems provide to conversational searches related to topics important to our business? The an...
iloveseo.net
March 19, 2025 at 6:38 PM
I will read it carefully and then read it again. You should do the same!
Reposted by CyberAndy
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
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
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): > …
simonwillison.net
March 13, 2025 at 9:32 PM
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
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
In Agentic AI, personalization is driven by the episodic memory layer, making it a key differentiator.
Google Gemini adds experimental personalization feature that uses Search history, blurring the line between organic Search and AI assistants. via @martinibuster.bsky.social
#seonews #Google
#seonews #Google
Google Search History Can Now Power Gemini AI Answers
Google Gemini adds experimental personalization feature that uses Search history, blurring the line between organic Search and AI assistants. via @martinibuster.bsky.social
#seonews #Google
www.searchenginejournal.com
March 14, 2025 at 6:27 AM
In Agentic AI, personalization is driven by the episodic memory layer, making it a key differentiator.
Wikipedia → Wikidata → Neuronpedia.
🔥🔥🔥
🔥🔥🔥
From keyword > entity > mum journeys or chrome journeys imho. This is what intent satisfaction actually is.... @suzzicks.bsky.social at #fos25
March 13, 2025 at 6:26 PM
Wikipedia → Wikidata → Neuronpedia.
🔥🔥🔥
🔥🔥🔥
Not all Starbucks are created equal—Agent WordLift now supports Local SEO tools! ☕
👉 docs.wordlift.io/agent-wordli...
👉 docs.wordlift.io/agent-wordli...
March 13, 2025 at 11:17 AM
Not all Starbucks are created equal—Agent WordLift now supports Local SEO tools! ☕
👉 docs.wordlift.io/agent-wordli...
👉 docs.wordlift.io/agent-wordli...
Reposted by CyberAndy
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
In this blog, Andrea introduces the concept of creating a new file to assist LLMs training of your web content and circumventing
🧵 1/2
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.
wordlift.io
March 12, 2025 at 7:45 PM
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
In this blog, Andrea introduces the concept of creating a new file to assist LLMs training of your web content and circumventing
🧵 1/2
Reposted by CyberAndy
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...
Study: www.cjr.org/tow_center/w...
March 12, 2025 at 9:34 PM
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...
Study: www.cjr.org/tow_center/w...