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CyberLab.Team

CyberLab Blog

Notes on SEO, AI search, Google Discover and paid ads — written by our team, with sources always linked.

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SEO

Toxic Backlinks: Do They Actually Hurt Your SEO?

Agencies love to sell small businesses expensive 'toxic backlink' cleanups. Most are unnecessary. Here is what Google actually does with spammy links, what the 2024 API leak really showed, and the short list of cases where disavowing is worth your time.

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SEO

Serverless CMS Cost for Small Sites: The Honest Math

Vendor write-ups claim Cloudflare's EmDash can cut small-business site costs by up to 85% with scale-to-zero hosting. Here is the honest cost math: what serverless genuinely saves, what the headline numbers leave out, and what a small business should actually optimise.

A human hand and a robotic arm together operating a floating holographic content dashboard of cards and charts, an AI agent managing a website
AI Visibility / GEO

AI-Native CMS: What EmDash Means for Getting Found

Cloudflare's EmDash is built for AI agents to manage content via MCP, not just humans clicking buttons. Here is what an AI-native CMS changes for content operations, and what it does not change about getting cited in Google and ChatGPT.

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SEO

WordPress to EmDash: What SMBs Should Actually Know

Cloudflare's EmDash is a real WordPress challenger, but it is a v0.1.0 preview. Here is an honest, SEO-first take on migrating a small-business site: what EmDash is, where migrations quietly lose rankings, and why 'wait' is often the right answer for now.

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AI Visibility / GEO

How ChatGPT Actually Picks the Sources It Cites

Suganthan Mohanadasan read ChatGPT's network traffic instead of guessing from its answers. The mechanics matter more than the buzzwords: it reads your own page for facts, if it can parse them, and everyone else's for opinion. Here is what that means for your AI visibility.

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AI Visibility / GEO

Why 'We're the Best' Backfires in AI Search

New analysis by Lily Ray finds Google's AI Overviews cite self-promotional 'best [category]' listicles but recommend rivals about 69% of the time. Here is what that means for smaller brands, and what actually earns the AI recommendation.

The US Capitol dome beside a field of glowing blue data cubes, suggesting AI policy and regulation
AI Visibility / GEO

Google's US AI Rulebook, Read From Europe

Google's June 2026 paper argues for a light-touch, evidence-based way to regulate AI in the US. Read from the EU, the more useful question is what a site owner should actually do, because Europe already chose the opposite approach.

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Publishers

Google's AI Licensing Squeeze on Publishers

The Information reports Google is pushing news publishers toward broad AI licensing, with old Showcase payments as the leverage. We separate the confirmed facts from the single-source claims, and what it means for small EU publishers.

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Publishers

Publisher Survival in the AI-First Era

The AI-first era is real, but most of the scary publisher stats aren't. A fact-checked survival guide for smaller EU publishers: what's verified, and what to do.

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Publishers

Google Subscription Linking: What Publishers Should Know

Google published a dedicated Subscription Linking policy for news publishers. We unpack what the feature does, the engagement gain Google has documented, the Enterprise-tier catch, and why it matters as AI search reshapes referrals.

An abstract network of dots with one coordinated cluster highlighted in green
AI Visibility / GEO

Google's AI-Slop Detection, Explained

A new Google Research paper details S-CTS, a LoRA-powered system that hunts coordinated AI 'slop' on video platforms. We unpack how it works, the verified results, and what the rising quality bar means if you publish content.

A glowing translucent search panel rising from a solid concrete foundation block
AI Visibility / GEO

Good SEO Is Good GEO: What Google Said

Google quietly told marketers to stop optimizing for robots. What really changes in the AI-search era — and where the company leaves a few things unsaid.