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-...
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-...
💾 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.
💾 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.
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
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
Your work pushes the whole industry forward.
Your work pushes the whole industry forward.
📌 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.
📌 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.
📝 Content gap analysis
🎯 Local SEO strategy
🔍 Search intent research
📊 Competitor content discovery
🌍 Multi-market content planning
The possibilities are endless!
📝 Content gap analysis
🎯 Local SEO strategy
🔍 Search intent research
📊 Competitor content discovery
🌍 Multi-market content planning
The possibilities are endless!
🔸 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.
🔸 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.
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.
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.
✅ 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!
✅ 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!
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) 🧵 👇
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) 🧵 👇
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...
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...
✅ Search Analytics: Query performance data (clicks, impressions, CTR, position) with filters for dates, queries, pages, countries, or devices.
You can now talk with your Search Analytics.
✅ Search Analytics: Query performance data (clicks, impressions, CTR, position) with filters for dates, queries, pages, countries, or devices.
You can now talk with your Search Analytics.
It connects to your Search Console account.
You can now access your Search Console from AI tools like
@anthropic.com Desktop.
Built with Cursor
Open-source, Google Search Console API integrated 👇
It connects to your Search Console account.
You can now access your Search Console from AI tools like
@anthropic.com Desktop.
Built with Cursor
Open-source, Google Search Console API integrated 👇
Get actionable insights without needing to be an SEO expert yourself.
The system does the heavy lifting, you make informed decisions.
Get actionable insights without needing to be an SEO expert yourself.
The system does the heavy lifting, you make informed decisions.
📍 Track essential keywords for your business
📍 Save historical ranking data (day to day, use it at least 48 hours)
📍 Leverage AI (Claude) to predict future ranking changes
📍 Identify content gaps vs competitors
All in one intuitive dashboard.
📍 Track essential keywords for your business
📍 Save historical ranking data (day to day, use it at least 48 hours)
📍 Leverage AI (Claude) to predict future ranking changes
📍 Identify content gaps vs competitors
All in one intuitive dashboard.
An AI-powered SEO platform that tracks, analyzes, and predicts search ranking changes over time.
All experimental 🤖
And it's free 👇🧵
An AI-powered SEO platform that tracks, analyzes, and predicts search ranking changes over time.
All experimental 🤖
And it's free 👇🧵
Join me as we dive into the exciting world of:
"Generative AI & GEO: The New SEO Race and How to Win"
Link: brightonseo.com/talks/genera...
Join me as we dive into the exciting world of:
"Generative AI & GEO: The New SEO Race and How to Win"
Link: brightonseo.com/talks/genera...