AI Visibility Insights
Research, analysis, and expert perspectives on how AI recommends businesses - and what it means for yours.
Foundation
What AI Visibility Means for Your Small Business
AI is now recommending businesses to customers. Learn what AI visibility is, why it matters, and how it affects whether customers find you or your competitor.
Foundation
How AI Models Recommend Local Businesses
AI models recommend businesses based on training data, not search rankings. Learn how this process works and what it means for local businesses.
Foundation
Why ChatGPT and Gemini Disagree on Business Recommendations
ChatGPT, Gemini, and Claude often recommend completely different businesses for the same question. Learn why AI models disagree and what it means for you.
Foundation
Why AI Recommendations Change Over Time
AI business recommendations are not permanent. They shift with every model update. Learn why and why ongoing monitoring matters.
Foundation
Google Search vs AI Recommendations: What Changed for Local Businesses
Google shows links. AI gives answers. Learn how AI recommendations differ from search results and what this shift means for local businesses.
Foundation
What Data Do AI Models Use to Recommend Businesses
AI models recommend businesses based on training data, not live internet searches. Learn what data sources AI uses and what it cannot see.
Foundation
What Happens When AI Gets Your Business Wrong
AI can describe your services incorrectly, list wrong locations, or mischaracterize your business entirely. Learn why this happens and what it means.
Foundation
How Customers Use AI to Choose Local Services
Customers are asking AI for business recommendations instead of searching Google. Learn how this behavioral shift works and what it means for you.
Foundation
Can AI Recommendations Hurt Your Business?
AI can send customers to competitors, describe your business inaccurately, or ignore you entirely. Learn how AI recommendations can hurt your business.
Diagnostic
Why Doesn't My Dental Practice Show Up in ChatGPT?
You searched for your dental practice in ChatGPT and it wasn't there. Here's why AI recommendations work differently from Google, and what it means for your practice.
Diagnostic
Why Is My Competitor Showing Up in AI Answers?
You asked AI for a recommendation and your competitor appeared. You didn't. Here's why AI picks certain businesses over others, and what it means for you.
Diagnostic
What Your Business Needs to Monitor to Survive in the Age of AI
AI recommendations are volatile, inconsistent across models, and already shaping customer decisions. Here is what your business needs to start monitoring now.
Diagnostic
5 Signs Your Business Is Invisible to AI
AI chatbots are recommending your competitors. Are they recommending you? Here are 5 warning signs that your business is invisible to ChatGPT, Gemini, and Claude.
Authority Report
Denver Dentists AI Visibility Report
We scanned the 50 most-reviewed Denver dental practices across ChatGPT, Gemini, and Claude. 90% are invisible. See the full data.
Authority Report
Denver Real Estate Agents AI Visibility Report
We scanned the 50 most-reviewed Denver real estate agencies. 92% are completely invisible to AI.
Authority Report
Denver HVAC Companies AI Visibility Report
We scanned the 50 most-reviewed Denver HVAC companies. 88% never showed up in AI recommendations.
Authority Report
Denver Personal Injury Lawyers AI Visibility Report
We tested 50 top-reviewed Denver personal injury law firms across ChatGPT, Gemini, and Claude. 86% are entirely invisible to AI recommendations.
Authority Report
Denver Plastic Surgeons AI Visibility Report
We scanned 50 Denver plastic surgery practices across ChatGPT, Gemini, and Claude. 90% are invisible to AI. Not a single practice appeared in all three models.
Authority Report
Denver Roofers AI Visibility Report
We scanned 50 top-reviewed Denver roofing companies across ChatGPT, Gemini, and Claude. 94% are completely invisible to AI. The worst of any industry.
Authority Report
Austin Dentists AI Visibility Report
We scanned the 50 most-reviewed Austin dental practices across ChatGPT, Gemini, and Claude. 80% are invisible. See the full data.
Authority Report
Austin Real Estate Agents AI Visibility Report
We tested 50 top-reviewed Austin real estate agents across ChatGPT, Gemini, and Claude. 84% are completely absent from AI recommendations.
Authority Report
Austin Personal Injury Lawyers AI Visibility Report
We tested 50 top-reviewed Austin personal injury law firms across ChatGPT, Gemini, and Claude. 78% are invisible to AI. See the full analysis.
Authority Report
Austin HVAC Companies AI Visibility Report
We scanned 50 top-reviewed Austin HVAC companies across ChatGPT, Gemini, and Claude. 82% are invisible to AI. Gemini recognized zero.
Authority Report
Austin Roofers AI Visibility Report
We scanned 50 top-reviewed Austin roofing companies across ChatGPT, Gemini, and Claude. 94% are invisible to AI. The worst of any industry.
Authority Report
Austin Plastic Surgeons AI Visibility Report
We scanned 48 Austin plastic surgery practices across ChatGPT, Gemini, and Claude. 71% are invisible, and Gemini could not name a single surgeon.
Authority Report
Phoenix Chiropractors AI Visibility Report
We scanned 50 top-reviewed Phoenix chiropractors across ChatGPT, Gemini, and Claude. 88% are invisible to AI. Gemini can't name a single one.
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