96 stories
Vestbee named its must-follow CEE startups for 2026. We ran 30 of them through an AI visibility audit. The top score was 49 out of 100, and the jury's ten picks scored no better than the rest.
Prefer asked ChatGPT, Perplexity, Gemini and Claude 47 buyer questions in 8 industries and logged 1,237 citations. 40% went to listicles, not vendors' sites.
AEO and GEO name almost the same practice. The real difference in emphasis, where they overlap, and why one tool, such as Prefer, should cover both.
GEO vs SEO for marketers: how the visibility model, metrics, timescales, skills and budget change once AI answers replace links, and how Prefer tracks both.
LLM SEO is how you get large language models to cite and recommend your brand. What it is, how it differs from SEO, the playbook, and how Prefer tracks it.
Reddit is one of the most-cited sources in AI answers. If your brand is absent from it, you are invisible in a source the models trust. Here is how to build genuine Reddit presence that improves your AI visibility, without getting banned.
Startups have no Wikipedia page, thin domain authority, and a brand AI has never heard of. Yet they can still get recommended by ChatGPT, Perplexity, and Gemini. Here is the playbook for winning AI visibility from a standing start.
To rank for GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization) in 2026, you optimize for two different engine types at once. These are Google’s index-based AI (AI Overviews and AI Mode), where strong SEO fundamentals still decide visibility, and independent answer engines…
ChatGPT, Perplexity, and Gemini reward different things. A 2026 comparison of how each AI engine sources answers, shows citations, and serves audiences, plus which one your business should optimize for.
Generative Engine Optimization (GEO) is how you get your brand cited and recommended inside AI answers. Here is the practical 2026 playbook: what GEO is, why it matters now, and the seven moves that actually work.
Microsoft Bing Webmaster Tools introduces four expanded AI performance capabilites in preview: Intents, Topics, Citation Share, and Compare, enhancing publishers' understanding of AI-generated content visibility and citation dynamics.
Use AI to bulk-generate, enrich, and audit eCommerce product descriptions — faster, cheaper, consistent. Self-serve vs. Concierge service compared.
Learn passage-level GEO strategies to create clear, citation-ready sections that AI engines can easily extract, understand, and cite.
Describely vs Writesonic for eCommerce product content — a 10-category comparison of features, pricing, SEO tools, bulk generation, audits, and ease of use.
SEO trained an industry to think in rankings. Position 1 is great, position 11 is invisible. In the AI search era, the ladder does not exist — and the brands still chasing it are losing ground to brands chasing citations instead.
Google features heavily in SEO news again this month. It held two major events...
Your competitor showed up in ChatGPT. You didn't. Same industry, same kind of product. Why? The honest answer involves four signals AI models actually weight when they compose recommendations — and three myths to stop chasing.
Track the 7 GEO KPIs that matter most in AI search, including brand visibility, citation share, sentiment, share of voice, and AI conversions.
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