GEO Strategies for AI Search: Tactical Visibility in 2026 SERPs
Breakdown of practical GEO tactics to increase brand recommendations by AI search engines, with falsifiable checks and retrieval-focused metrics.
Mikhail Drozdov (Casinokrisa)
AI Search & Indexing Systems Researcher · Indexing-first visibility models · Founder of Casinokrisa
This site is a research journal on how search systems crawl, index, interpret, and decide what gets shown. The focus is not “SEO tactics”, but trust distribution: why some sources become default outcomes and others stay stored-but-unused.
Indexing-first models for visibility: storage → retrieval → selection.
If you’re new
Read one thing, then pick a path.
The site is written as clusters (pillars + supporting essays). This “reading path” is designed to turn a social click into a clear next step.
Quick diagnosis
- Impressions, no clicks? Fix CTR without guessing.
- Crawled, not indexed? What actually moves the needle.
- Indexed but not ranking? Why being stored is not being shown.
Reading path (3–10 minutes each)
- Modern SEO in 2026: Visibility, Indexing, and Why Keywords Are Not the UnitFor SEO operators: how indexing, interpretation, and AI surfaces changed what "visibility" means.
- GSC Indexing Statuses Explained: What They Mean and How to Fix Them (2026)A practical map of Google Search Console indexing statuses (Coverage): what each status means, the most common root causes (canonicals, duplicates, robots, redirects, soft 404s), and the fastest way to validate fixes.
- Indexed but not ranking (2026): why being stored is not being shown“Indexed but not ranking” is usually not a technical SEO bug. It’s a selection problem: the system can store your page, but it isn’t confident that showing it is a low-regret outcome. This essay explains the mechanism and the signals that create visibility.
- Sitemap errors (Google Search Console): what they mean and what to fix first (2026)Sitemap errors are not “bad SEO” — they’re input integrity failures. This guide classifies sitemap errors into fetch, format, and URL-level problems, explains why they matter, and shows the fastest checks to remove them.
- noindex meaning (2026): what it does, what it doesn’t, and when it backfiresnoindex is not a “cleanup trick”. It is a crawling-visible directive that tells systems not to store a page for search surfaces. This guide explains how noindex actually behaves, why it fails when robots.txt blocks crawl, and when using it creates long-term visibility debt.
Pillars
- Modern SEO in 2026: Visibility, Indexing, and Why Keywords Are Not the Unit
For SEO operators: how indexing, interpretation, and AI surfaces changed what "visibility" means.
- AI Orchestration for Marketing: Systems, Not Prompts
For marketers: how to build AI workflows with quality gates (systems, not prompts).
- Marketing Strategy as a System: Positioning, Measurement, and Compounding
For builders: connect positioning, distribution, and measurement into a strategy that compounds.
- Analytics as Decision Infrastructure: What to Measure, What to Ignore
For teams: build measurement that drives decisions and survives attribution limits.
- Platform Dynamics: Trust, Incentives, and Who Gets Seen
For creators: understand platform incentives, trust signals, and who gets seen (and why).
New here? Start here.
Articles
Latest posts. Full archive is below.
Latest
SEO skills gap: shift from rankings to commercial operators
SEJ argues rankings no longer persuade executives; SEO advantage shifts to operators who link SEO to marketing outcomes (Four Ps).
Surviving AI Search in 2026: Technical SEO Strategies for Resilience
Actionable, testable strategies for SEO teams to adapt to AI-driven search in 2026. Focus: entity alignment, signal diversity, and retrieval optimization.
Agentic AI Optimization (AAIO): Technical Implications for SEO Engineers
AAIO expands optimization to include AI agents as consumers. This alters site design, crawlability, and ranking signals. Direct checks and measurement strategies included.
AI for SEO Task Automation: Efficiency Gains, Limits, and Verification
AI tools can automate repetitive SEO tasks, but require human oversight to ensure quality and accuracy. Evaluate with targeted metrics.
Author
Mikhail Drozdov is an AI Search & Indexing Systems Researcher and founder of Casinokrisa. This site focuses on indexing-first visibility models, entity signals, trust distribution, and AI retrieval systems.
Mikhail Drozdov is the person. Casinokrisa is the platform.
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Recent
- GEO Strategies for AI Search: Tactical Visibility in 2026 SERPsMarch 23, 2026
- SEO skills gap: shift from rankings to commercial operatorsMarch 23, 2026
- Surviving AI Search in 2026: Technical SEO Strategies for ResilienceMarch 23, 2026
- Agentic AI Optimization (AAIO): Technical Implications for SEO EngineersMarch 22, 2026
- AI for SEO Task Automation: Efficiency Gains, Limits, and VerificationMarch 22, 2026
- Empirical Evidence: Misinformation Ranks Easily in Google & AI OverviewsMarch 22, 2026
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2026
- GEO Strategies for AI Search: Tactical Visibility in 2026 SERPsMarch 23, 2026
- SEO skills gap: shift from rankings to commercial operatorsMarch 23, 2026
- Surviving AI Search in 2026: Technical SEO Strategies for ResilienceMarch 23, 2026
- Agentic AI Optimization (AAIO): Technical Implications for SEO EngineersMarch 22, 2026
- AI for SEO Task Automation: Efficiency Gains, Limits, and VerificationMarch 22, 2026
- Empirical Evidence: Misinformation Ranks Easily in Google & AI OverviewsMarch 22, 2026
- Googlebot 404 Crawling: Implications for Content Discovery and IndexingMarch 21, 2026
- Log File Data vs SEO Tools: Actionable Insights for Indexing and Crawl DiagnosticsMarch 21, 2026
- SEO commissioning workflows: operationalizing requirements pre-launchMarch 21, 2026
- AI's Impact on Local Search: Mechanisms and Optimization ToolsMarch 20, 2026
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- Google Ads Creative Tools Expand, Microsoft Simplifies Bidding: SEO ImplicationsMarch 20, 2026
- Google AI Mode Personalization and Crawl Limits: SEO ImplicationsMarch 20, 2026
- Google UCP Expands with Cart, Catalog, and Onboarding EnhancementsMarch 20, 2026
- Misinformation can rank (2026): why AI Overviews amplify fake “updates”March 18, 2026
- Photo authority for Person entities (2026): how to make Google pick the right imageMarch 17, 2026
- Indexed ≠ Visible: The Selection Layer in AI Mode SearchFebruary 17, 2026
- Which questions are no longer worth answering (2026): AI killed the click, not the queryFebruary 6, 2026
- Crawled but not indexed reasons (2026): 9 causes and what to do firstFebruary 2, 2026
- How Google decides what to index (2026): the cost/value/risk model behind storageFebruary 1, 2026
- Ranking signals vs indexing signals (2026): what changes storage vs distributionFebruary 1, 2026
- Entity-based SEO (2026): how Google connects author, brand, and topicsJanuary 31, 2026
- Algorithmic trust (2026): why Google stores some sites and distributes othersJanuary 30, 2026
- Crawl vs index (2026): why Google can fetch a page and still not store itJanuary 30, 2026
- Google indexing process (step-by-step, 2026): discovery → crawl → canonical → store → refreshJanuary 30, 2026
- Index bloat (2026): why too many pages can reduce indexing and visibilityJanuary 30, 2026
- Indexing and visibility (2026): how Google decides what to store and what to showJanuary 30, 2026
- Indexing vs ranking: storage vs distribution (the difference that changes the work)January 30, 2026
- Indexing vs retrieval (2026): why stored pages still don’t get visibilityJanuary 30, 2026
- Internal linking vs backlinks (2026): what each one actually changesJanuary 30, 2026
- Search as trust distribution (2026): why visibility is a privilege, not a rewardJanuary 30, 2026
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- Traffic is down (2026): a no-panic diagnosis and the 7 levers that still workJanuary 29, 2026
- Indexed but not ranking (2026): why being stored is not being shownJanuary 28, 2026
- noindex meaning (2026): what it does, what it doesn’t, and when it backfiresJanuary 28, 2026
- Why technically correct SEO doesn’t rank (2026): outcome certainty vs technical certaintyJanuary 28, 2026
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- Entity SEO explained simply (2026): what an entity is, and why it beats keywordsJanuary 27, 2026
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- sameAs schema (Person): what it does, what it doesn’t, and how to use itJanuary 27, 2026
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- Why SEO best practices don’t increase traffic (2026): fixes as a filtering mechanismJanuary 24, 2026
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- Topic clusters SEO (2026): what they are, why they work, and why they failJanuary 23, 2026
- Why new sites don’t rank (Google Sandbox 2026): probation and sampling modelJanuary 21, 2026
- Domain Authority is not a Google metric: why score-chasing backfiresJanuary 19, 2026
- How to get a Knowledge Panel for a person (without hacks): the system modelJanuary 19, 2026
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- Too many redirects error (ERR_TOO_MANY_REDIRECTS): what it means and the fastest fixJanuary 15, 2026
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