Share of Model Voice

SEO-Optimized: Search Everywhere Optimization diagram showing Your Brand Entity at the center connected to four pillars: Traditional Search (Google), AI Engines, Community Search (Reddit), and Aggregators (G2)
Content Strategy

Search Everywhere Optimization: Beyond Google in 2026.

May 29, 2026 No comments yet

📍 Semantic Summary Idea: The era of Google monopoly is over. In 2026, users discover B2B software through a fragmented ecosystem of AI answer engines (ChatGPT, Claude, Perplexity), social platforms (Reddit, LinkedIn), and specialized aggregators. Search Everywhere Optimization is the new framework for ensuring brand visibility across this decentralized landscape. Challenge: Most B2B marketing teams […]

Measuring LLM visibility in 2026 — dashboard showing Share of Model Voice (25%), Entity Salience Score (0.87), Citation Frequency, and Brand Search Volume (+34%) as the new KPIs for AI search
AI & Content

Measuring LLM Visibility: Metrics That Matter in 2026.

May 28, 2026 No comments yet

📍 Semantic Summary The Idea: Traditional SEO metrics like search volume, keyword rankings, and organic traffic are insufficient for measuring success in the era of AI Answer Engines. As zero-click searches become the norm, B2B marketers must adopt a new framework: LLM Visibility. The Challenge: How do you measure the ROI of your content when […]