SEJ claims AI agents rely on the accessibility tree as a key interface. Treat a11y semantics as a machine-readable contract; validate via audits and logs.

Mikhail Drozdov

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April 12, 2026

Organic Traffic Gains: Patterns from 400+ Sites and Their Practical Signals

Analysis of 400+ websites highlights five measurable traits linked to organic traffic growth. Actionable checks and falsifiable mechanisms detailed.

Mikhail Drozdov

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April 12, 2026

Outbound Links and Negative Signals: Google's Position & SEO Implications

Google states outbound links do not transmit negative signals; unhelpful links may be ignored. This alters risk models for outbound link strategies.

Mikhail Drozdov

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April 11, 2026

Google Search Direction: Agent Manager, Infra Limits, and SEO Implications

Analysis of Pichai's interview reveals Google's agent manager concept, infra constraints, and new SEO visibility thresholds.

Mikhail Drozdov

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April 11, 2026

Hashtags: retrieval-layer mechanics and a 7-day test plan

Research note on hashtags as query modifiers: entity formation, retrieval surfaces, and measurable tests for reach/discoverability.

Mikhail Drozdov

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April 11, 2026

March core update complete; Search Console impressions bug fixed

Core update rollout ended; GSC impressions were inflated for ~1 year due to a bug; security risk note: AI may increase software exploits.

Mikhail Drozdov

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April 10, 2026

Agentic Search, AI Workflows, and the 2027 Inflection: A Technical SEO Analysis

Analysis of Sundar Pichai's comments on agentic search, AI workflows, and the projected 2027 shift, with actionable steps for technical SEO teams.

Mikhail Drozdov

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April 10, 2026

Google "Data Strength": a bidding-quality lever, not just reporting

SEJ frames Google's Data Strength push as primarily about improving bidding via stronger conversion signals. Practical tests and measurement plan.

Mikhail Drozdov

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April 10, 2026

March 2026 Google Core Update: SISTRIX Finds 4:1 Ratio of Losers to Winners in Germany

SISTRIX analysis shows a 4:1 ratio of visibility loss to gain after Google's March Core Update in Germany, with uneven impact across site categories.

Mikhail Drozdov

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April 9, 2026

AI Overviews Optimization: Tools, Tracking, and Measurability in 2026

Analysis of tools/software for Google AI Overviews: optimization, tracking, and how to validate effects on SERP visibility using measurable signals.

Mikhail Drozdov

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April 9, 2026

Community Consensus as a Core AI Search Signal: Implications for Owned Content

Community consensus now drives AI search visibility, often outranking owned content. Brands must adapt content and measurement strategies rapidly.

Mikhail Drozdov

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April 9, 2026

Optimizing for Google AI Overviews: an engineer's checklist

What the SEL guide implies for AIO visibility: authority signals, coverage strategy, and measurable tests for selection-layer inclusion.

Mikhail Drozdov

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AI & Automation

Build AI-powered marketing systems. Learn to orchestrate AI tools, automate workflows, and make data-driven decisions.

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AI Orchestration for Marketing: Systems, Not Prompts

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SEO & Search

Master modern SEO: from pages to entities, AI overviews to topic authority. Build visibility that survives algorithm updates.

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Modern SEO in 2026: Visibility, Indexing, and Why Keywords Are Not the Unit

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Marketing Strategy

Connect analytics, strategy, and execution. Build marketing systems that grow through accumulated context, not optimization tactics.

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Marketing Strategy as a System: Positioning, Measurement, and Compounding

Topic hub

Analytics & Data

Build data pipelines that connect metrics to decisions. Measure what matters: LTV, ROMI, and systems-level performance.

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Analytics as Decision Infrastructure: What to Measure, What to Ignore