Sigly – Measure and optimize your website’s visibility to AI agents

Summary: Sigly analyzes how AI agents like ChatGPT, Claude, Gemini, and Perplexity perceive your website using over 400 checks across 22 categories. It evaluates AI salience, semantic gaps, and compliance with the Model Context Protocol to improve your site’s presence in AI-driven recommendations.

What it does

Sigly audits your website’s neural footprint to determine if AI models recognize your brand directly or only via web search. It identifies why competitors may be favored and assesses your site’s readiness for AI agents to interact through the Model Context Protocol.

Who it's for

Brands and website owners seeking to optimize their visibility and recommendation potential within AI-driven search and assistant platforms.

Why it matters

It addresses the shift from traditional search to AI-driven recommendations by ensuring your site is recognized and actionable by modern AI agents, preventing invisibility in the evolving web landscape.