Category: AI Visibility

Local AI Visibility Study: Why Google Maps Rankings Don’t Translate to AI Search Results

200,000 local AI searches show businesses change 70%+ of the time across repeat queries, and Google Maps rankings don't guarantee AI visibility.

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LLM Prompt Tracking: How to Measure and Improve AI Citations

LLM prompt tracking measures how often AI assistants cite your brand when answering buyer-intent queries. Learn the key prompts, metrics, and fixes.

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AI Visibility for Local Businesses: How to Get Cited by ChatGPT, Perplexity, and Google AI Overviews

Customers ask AI assistants who to trust. Learn which structured signals ChatGPT, Perplexity, and Google AI look for, and how to earn citations.

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Is GEO Working? Moving Past Prompt Tracking to Real Testing

Prompt-tracking dashboards can't prove a GEO change worked. Here's why ecommerce teams need controlled tests that measure AI traffic, Google organic, and business outcomes together.

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AI Ranking Factors, SAB Pin Hack, and Google Review Problems

A 403,000-prompt study identifies what correlates with AI visibility, plus a map pin hack for SABs and warnings about GBP review management.

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Bing Webmaster Tools Adds AI Performance Dashboard for Generative Answer Visibility

Microsoft's Bing Webmaster Tools now offers AI Performance in public preview, showing how publisher URLs are cited across Copilot and Bing AI answers.

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