and the result? Tons of traffic...
Embeddings are the best when I don't target traditional Google as the main source.
Agreed, if anyone is using traditional Google as the main traffic source, embeddings are still useful but not too much.
I'm running three test websites, two of which target LLMs as the main traffic source, and embeddings are working like a charm.
The third one is targeting Google Discover++
Want to join the conversation on LinkedIn? 👇
linkedin.com/feed/update/...
You can subscribe to my YouTube channel here: youtube.com/@metehanyesi...
3/n
What I learned from 100+ tests:
🧠 Weak/short content can still rank (if structure supports it)
🔍 Google ranks passages, not pages
🔗 Internal links shape AI understanding
👉 Download the full study + script free here: metehan.ai/blog/google-...
2/n
💾 SERP #2 → AI Score: 0.996
Google’s own SEO guide — perfect semantic match.
💾 SERP #5 → AI Score: 0.992
A buried guide that AI rated as highly relevant.
💾 SERP #6 → AI Score: 0.145
High rank, low?!! quality. Likely carried by internal links + authority.
Do you know Google has an official Ranking API?
I built a tool combining DataForSEO + Google's Vertex AI Ranking API.
And yes, the source code is free.
Here’s what I found testing the query: “what is SEO” (UK) See it in action👇
A THREAD 🧵 👇 1/n
Bonus: Special thanks to iPullRank, @dejanseo.bsky.social, @lilyray.nyc , and @rustybrick.com for consistently sharing top-tier insights, tools, examples, and news at the intersection of AI and Search.
Your work pushes the whole industry forward.
(3/3) What's next?
In my next social media posting, I will show you how you can set up this environment on Google Cloud.
📍You can follow me on X x.com/metehan777
📍YouTube youtube.com/@metehanyesi...
📍LinkedIn www.linkedin.com/in/metehanye...
(2/3) I showcased this on the
@brightonseo.com main stage in April. (Thanks!)
It’s a small, practical way to preview how AI systems interpret your content.
Read blog here → metehan.ai/blog/google-...
(1/3) Why SEOs "can" care:
📌 Handles natural language queries (no keywords)
📌 Context-aware follow-ups
📌 Switch between Gemini models for summarization
📌 Reveals intent gaps + entity coverage
📌 It’s a real-world test for AI-native search readiness.
🧵 THREAD // A weekend SEO mini tool project
Did you know you can simulate how your content appears in Google’s AI Overviews using an official Google tool?
⚓️ Try it directly here → metehan.ai/aimode.html
❤️❤️
Thank you mate!
Thank you for crystal-clear, LLM-compatible documentation 🚀
You're the best.
7/7 🚀 The future of SEO research is here!
AI + Real-time PAA data + Geographic insights = Content strategy superpowers
Who else is building MCP servers? Let's connect and share what we're creating!
Here is your AlsoAsked MCP Server: github.com/metehan777/a...
6/7 🛠️ Built with:
• Model Context Protocol (MCP)
• AlsoAsked API
• TypeScript
• Node.js
Open source and ready to use! Perfect for SEO teams, content creators, and marketing agencies.
5/7 💡 Real-world use cases:
📝 Content gap analysis
🎯 Local SEO strategy
🔍 Search intent research
📊 Competitor content discovery
🌍 Multi-market content planning
The possibilities are endless!
4/7 🔍 Three powerful tools in one:
🔸 search_people_also_ask - Bulk PAA research
🔸 search_single_term - Quick single queries
🔸 get_account_info - Usage tracking
All seamlessly integrated with Claude's reasoning capabilities.
3/7 🗺️ Geographic targeting is a game-changer!
Want to see how search intent differs between regions?
"Compare restaurant PAAs from Texas (31.9686, -99.9018) vs NYC (40.7128, -74.0060)"
Claude analyzes both datasets and shows regional search behavior differences.
All autopilot. Just ask it.
2/7 🎯 What makes this powerful?
✅ Real-time PAA data from Google
✅ Geographic targeting with lat/long coordinates
✅ Hierarchical question analysis
✅ Multi-language support
✅ Fresh vs cached data options
Perfect for content strategists and SEO researchers!
Just built an AlsoAsked MCP server that brings "People Also Ask" insights directly into AI! 🚀
Geographic targeting included - compare what people ask in London🇬🇧 vs New York🇺🇸 vs Istanbul🇹🇷 // or other cities 😎
cc: @alsoasked.com @markwilliamscook.com
See it in action (1/7) 🧵 👇
Finding long conversational query data in Google Search Console www.seroundtable.com/conversation... via @metehan777.bsky.social @vijaychauhanseo.bsky.social @da__kon
#googlesearchconsole #google #googlesearch #googleaimode #ai
Well this all seems TOTALLY fine:
metehan.ai/blog/google-... 😖
#Google "working as intended" no doubt.
@metehan777.bsky.social via @seofomo.bsky.social #SEO
Feel free to reach out—I’d love to hear your thoughts and keep the conversation going!
Looking forward to seeing you all at the next BrightonSEO! 👋
🚀 What a fantastic experience speaking at @brightonseo.com! The slide link is below 👇
A huge thank you to everyone who joined my session—it was fantastic seeing so many of you there, and I truly appreciated your questions and insights. 😊
👉 speakerdeck.com/metehanyesil...
Only one week is left until @brightonseo.com
I wanted to create a video using AI for my upcoming talk titled “Generative AI & GEO: the new SEO race and how to win”, which will take place on April 10th in Auditorium 1.
There’s a fantastic lineup of speakers!
👉 brightonseo.com/events/april...
thank you 🙏
5) I started my free & advanced newsletter. You can subscribe here for new & unique SEO tips and guides!
metehanai.substack.com
