ChatGPT
27 articles tagged with “ChatGPT”
The AI Engines Keep Bringing Up Tidio: 30 Customer Support & Help Desk Software Brands Measured
The AI Engines Keep Bringing Up Tidio: 30 Customer Support & Help Desk Software Brands Measured
We measured 30 Customer support and help desk software brands across every major AI engine. Tidio — which was not in our sample — came up against 11 of them. Full table, cited sources, reproducible method.
59.9% of AI Mentions Are Runner-Up Mentions: 30 Crypto & Web3 Brands Measured
59.9% of AI Mentions Are Runner-Up Mentions: 30 Crypto & Web3 Brands Measured
Across 30 Crypto and Web3 brands and every major AI engine, 59.9% of mentions put the brand in the alternative slot rather than the recommendation. Full table, cited sources, reproducible method.
58.3% of AI Mentions Are Runner-Up Mentions: 30 CRM & Sales Software Brands Measured
58.3% of AI Mentions Are Runner-Up Mentions: 30 CRM & Sales Software Brands Measured
Across 30 CRM and sales software brands and every major AI engine, 58.3% of mentions put the brand in the alternative slot rather than the recommendation. Full table, cited sources, reproducible method.
The AI Engines Disagree by 12.2 Points: 30 Consumer Electronics & Mobile Brands Measured
The AI Engines Disagree by 12.2 Points: 30 Consumer Electronics & Mobile Brands Measured
The same 30 Consumer electronics and mobile brands, the same questions, every major AI engine — and a 12.2-point gap in how often a brand gets named at all. Full table, cited sources, reproducible method.
The AI Engines Keep Bringing Up Slack: 30 Communication, Email & Messaging Brands Measured
The AI Engines Keep Bringing Up Slack: 30 Communication, Email & Messaging Brands Measured
We measured 30 Communication, email and messaging brands across every major AI engine. Slack — which was not in our sample — came up against 14 of them. Full table, cited sources, reproducible method.
The AI Engines Keep Bringing Up Vultr: 30 Cloud, Hosting & Infrastructure Brands Measured
The AI Engines Keep Bringing Up Vultr: 30 Cloud, Hosting & Infrastructure Brands Measured
We measured 30 Cloud, hosting and infrastructure brands across every major AI engine. Vultr — which was not in our sample — came up against 14 of them. Full table, cited sources, reproducible method.
10 of 30 Clinics, Healthcare & Medical Services Brands Are Invisible to Every AI Engine
10 of 30 Clinics, Healthcare & Medical Services Brands Are Invisible to Every AI Engine
We measured 30 Clinics, healthcare and medical services brands across every major AI engine. 10 are named by none of them. Full table, cited sources, reproducible method.
The AI Engines Keep Bringing Up Power Automate: 30 Automation, No-code & Integration Brands Measured
The AI Engines Keep Bringing Up Power Automate: 30 Automation, No-code & Integration Brands Measured
We measured 30 Automation, no-code and integration brands across every major AI engine. Power Automate — which was not in our sample — came up against 8 of them. Full table, cited sources, reproducible method.
The AI Engines Keep Bringing Up Matomo: 30 Analytics & Data Software Brands Measured
The AI Engines Keep Bringing Up Matomo: 30 Analytics & Data Software Brands Measured
We measured 30 Analytics and data software brands across every major AI engine. Matomo — which was not in our sample — came up against 11 of them. Full table, cited sources, reproducible method.
Most AI Mentions Are Runner-Up Mentions: 30 AI Tools & Assistants Brands Measured
Most AI Mentions Are Runner-Up Mentions: 30 AI Tools & Assistants Brands Measured
Across 30 AI tools and assistants brands and every major AI engine, 44.4% of mentions put the brand in the alternative slot rather than the recommendation. Full table, cited sources, reproducible method.
AI Is the New Shelf Space: Brand Placement Strategies for ChatGPT, Claude & Gemini
AI Is the New Shelf Space: Brand Placement Strategies for ChatGPT, Claude & Gemini
Just like retail shelf placement determines what shoppers buy, AI engine positioning determines what brands users discover. Our analysis of 1,548 brands reveals who owns the top shelf — and how to get there.
Your Brand Has 4 Different Reputations: A Guide to Multi-Engine GEO
Your Brand Has 4 Different Reputations: A Guide to Multi-Engine GEO
Each AI engine — ChatGPT, Claude, Gemini, Perplexity — has a different opinion of your brand. Our analysis of 1,540 brands reveals why multi-engine GEO is the only strategy that works.
AI Is the New Kingmaker: How ChatGPT, Gemini & Claude Are Picking Winners and Losers in Every Industry
AI Is the New Kingmaker: How ChatGPT, Gemini & Claude Are Picking Winners and Losers in Every Industry
We analyzed 1,967 brands and found AI search is creating a brutal new class system. Only 4% of brands are always recommended first. 19% are famous but never the #1 pick. Shopify dominates while Squarespace gets zero. Zoom crushes Microsoft Teams. Here is who wins, who loses, and why.
The Prompt Effect: How Different Questions Completely Change Which Brands AI Recommends
The Prompt Effect: How Different Questions Completely Change Which Brands AI Recommends
We analyzed 4,049 AI responses across 4 engines and discovered that simply changing how you phrase a question can flip a brand from #1 recommendation to also-ran. Here is what the data reveals about prompt framing and AI brand positioning.
AI Citation Tracking: How to Monitor What ChatGPT, Claude & Gemini Say About Your Brand
AI Citation Tracking: How to Monitor What ChatGPT, Claude & Gemini Say About Your Brand
Why traditional brand monitoring tools fail for AI engines. Exclusive data analysis of 3,688 brand mentions across ChatGPT, Claude, Gemini & Perplexity reveals the unique challenges of AI citation tracking.
The Coffee Wars in AI: How Dunkin', Blue Bottle, and 8 Chains Compare Across 4 AI Engines
The Coffee Wars in AI: How Dunkin', Blue Bottle, and 8 Chains Compare Across 4 AI Engines
We asked ChatGPT, Claude, Gemini & Perplexity to recommend coffee chains 108 times. Dunkin' scores 67% visibility but only as an alternative. Blue Bottle scores 33% but earns the only Primary Recommendation.
We Analyzed 1,045 Brands Across ChatGPT, Claude, Gemini & Perplexity. Here's Who Wins AI Visibility (2026 Data)
We Analyzed 1,045 Brands Across ChatGPT, Claude, Gemini & Perplexity. Here's Who Wins AI Visibility (2026 Data)
The largest public study of AI brand visibility. 44% of brands are invisible to AI. See industry rankings, brand leaderboards, and what separates winners from losers.
ChatGPT vs Claude vs Gemini vs Perplexity: Which AI Recommends Your Brand? (1,159 Brands Tested)
ChatGPT vs Claude vs Gemini vs Perplexity: Which AI Recommends Your Brand? (1,159 Brands Tested)
We tested which AI engine recommends brands most often. Perplexity mentions 25.8% of brands, Gemini only 14.4% — but Gemini ranks brands higher when it does. Data from 12,500+ queries across 1,159 brands.
AI Engines Disagree on 37% of Brand Recommendations — Your Visibility Depends on Which AI Users Ask
AI Engines Disagree on 37% of Brand Recommendations — Your Visibility Depends on Which AI Users Ask
We tested 1,159 brands across ChatGPT, Claude, Gemini & Perplexity. On 427 brands, the engines can't agree. One AI loves you, another ignores you entirely.
AI Search Is Killing Small Brands: 17 Companies Get 100% Visibility While 509 Get Zero
AI Search Is Killing Small Brands: 17 Companies Get 100% Visibility While 509 Get Zero
We analyzed 1,159 brands and found AI creates a winner-take-all market. 44% of brands are completely invisible, while 17 companies dominate every AI engine. But there's a playbook for breaking through.
AI Has Already Judged Your Brand — And 55% of Ratings Are Negative or Neutral
AI Has Already Judged Your Brand — And 55% of Ratings Are Negative or Neutral
We analyzed AI sentiment for 1,159 brands. Only 24% receive genuinely positive treatment. Some brands are visible but actively harmed by negative AI descriptions.
GEO Industry Report 2025: How AI Search Is Reshaping Brand Visibility
GEO Industry Report 2025: How AI Search Is Reshaping Brand Visibility
Comprehensive analysis of Generative Engine Optimization trends, AI search adoption data, and what brands must do to stay visible in the AI-first era.
Why Your Smart Home Brand Keeps Losing to Nest and Ring in AI Recommendations
Why Your Smart Home Brand Keeps Losing to Nest and Ring in AI Recommendations
Nest and Ring dominate AI product recommendations not because they're the best, but because their information architecture is optimized for AI. Here's how smaller smart home brands can fight back.
From Alexa to ChatGPT: IoT Product Discovery Is Shifting and Most Brands Aren't Ready
From Alexa to ChatGPT: IoT Product Discovery Is Shifting and Most Brands Aren't Ready
Consumer IoT product discovery is evolving from voice assistants to AI chat. The shift from 'Alexa, buy light bulbs' to 'ChatGPT, build me a smart home' changes everything for IoT brands.
I Asked ChatGPT to Recommend a Smart Thermostat. Only 3 Brands Showed Up.
I Asked ChatGPT to Recommend a Smart Thermostat. Only 3 Brands Showed Up.
The smart home market is worth $100 billion, but when consumers ask AI for product recommendations, only a handful of brands appear. Here's why most IoT brands are invisible to AI.
ChatGPT vs Perplexity vs Gemini: How Each AI Finds (or Ignores) Your Brand
ChatGPT vs Perplexity vs Gemini: How Each AI Finds (or Ignores) Your Brand
Each AI platform has wildly different citation patterns. ChatGPT favors Wikipedia, Perplexity loves Reddit, and Gemini has its own logic. Here's your cross-platform playbook.
Why Your Brand Isn't Showing Up in ChatGPT Recommendations (+ 3 Fixes)
Why Your Brand Isn't Showing Up in ChatGPT Recommendations (+ 3 Fixes)
Why is my brand never mentioned when people ask ChatGPT for recommendations? We analyzed 5,000 AI responses and found the 3 deciding factors — plus how to fix it.