73% of B2B buyers now use AI to research software and services before contacting a sales team. If ChatGPT, Perplexity, and Gemini don't know your brand well enough to recommend it, you're invisible at the top of the funnel.
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Your score is calibrated for global brands — focused on entity strength, social proof, and content authority rather than local signals.
AI engines like ChatGPT and Gemini build knowledge graphs of brands and companies. Your entity strength determines whether AI models recognize you as a distinct, authoritative brand — or confuse you with competitors or generic concepts.
G2, Capterra, Product Hunt, Reddit discussions, and Trustpilot reviews all feed into how AI engines describe and recommend SaaS products. A missing or sparse presence on these platforms dramatically reduces your AI citation rate.
Comparison pages, use-case content, integration guides, and thought leadership articles are the content AI engines cite when answering software research queries. We identify which ones you're missing.
TechCrunch, Product Hunt launches, Wikipedia mentions, and industry directory listings act as authority signals for AI knowledge graphs. We check whether your brand has the external citation footprint that AI engines trust.
Organization and SoftwareApplication JSON-LD schema, consistent brand identity across web properties, and technical SEO fundamentals signal to AI engines that your brand is established and trustworthy.