AI Overviews
7 posts
- AI search optimisation
GPTBot vs OAI-SearchBot: Which AI Crawlers to Block in robots.txt
Training bots, search bots and user fetchers do different jobs. Here's which AI crawlers to block, what each choice costs, and a…
Lazarina Stoy24 Oct 2026 · 11 min - AI search optimisation
How to Track AI Overviews for Your Keywords (Free AI Overview Tracker)
Check which keywords trigger AI Overviews, which domains they cite, and your share of citations, then compare it with your rank tracker.…
Lazarina Stoy24 Oct 2026 · 11 min - Implementation guides
10 Ways to Automate SERP Analysis with AI
Ten ways to automate SERP analysis with AI and Python: scheduled SERP API collection, LLM classification, entity and n-gram gaps, People Also…
Lazarina Stoy22 Oct 2026 · 28 min - AI search optimisation
How LLMs Co-Cite: Building Authority by Association
When an LLM cites multiple sources in a single response, the sources it pairs together quietly signal which brands belong in which…
Beatrice Gamba13 May 2026 · 7 min - AI search optimisation
How Entities Power Query Fan-Out in AI Search
Most of the searches happening on your behalf right now were never typed by anyone. Here is how AI systems generate entity-driven…
Beatrice Gamba11 May 2026 · 8 min - ML fundamentals
What Is a Knowledge Graph? How to Use It for Smarter Keyword Strategy
Knowledge graphs are how Google and AI search systems organise meaning. Here's the intro-level walkthrough — what they are, how Google builds…
Lazarina Stoy11 May 2026 · 13 min - Implementation guides
What Is SERP Feature Analysis? How to Use It for Smarter Keyword Research
SERP features aren't just visual elements — they're Google's live admission of what it thinks users want for any given query. Here's…
Lazarina Stoy11 May 2026 · 11 min
