AI Visibility
32 articles tagged with “AI Visibility”
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.
Healthcare Brands in AI Search: FDA-Approved Doesn't Mean AI-Approved
Healthcare Brands in AI Search: FDA-Approved Doesn't Mean AI-Approved
Our analysis of healthcare brands reveals a striking disconnect: regulatory approval and market dominance don't translate to AI visibility. See which healthcare brands AI engines actually recommend.
Your Competitor Is #1 on ChatGPT. Here's Exactly How They Got There.
Your Competitor Is #1 on ChatGPT. Here's Exactly How They Got There.
We reverse-engineered 1,909 brands across 4 AI engines. The top performers share 6 patterns you can replicate — and 3 your competitor is probably already using.
From Alternative to Primary: The Content Patterns That Upgrade Your AI Role
From Alternative to Primary: The Content Patterns That Upgrade Your AI Role
363 brands are mentioned by AI but never recommended as #1. We analyzed 1,548 brands to find the content patterns that separate primary recommendations from alternatives.
The SEO Tool AI Leaderboard: 34 Tools Ranked by AI Visibility
The SEO Tool AI Leaderboard: 34 Tools Ranked by AI Visibility
We ranked 34 SEO tools by how often AI engines recommend them. The irony: 50% of SEO tools are completely invisible to AI search. Coffee chains outperform them.
The $30B Invisibility: Salesforce Scores 8% While Zoho CRM Dominates AI at 92%
The $30B Invisibility: Salesforce Scores 8% While Zoho CRM Dominates AI at 92%
We ranked 14 CRM platforms by AI visibility. Salesforce Essentials scores 8%. Zoho CRM and HubSpot tie at 92%. Brand size means nothing to AI.
Duolingo vs Rosetta Stone vs 18 Others: The Language Learning AI Visibility War (Data from 240 AI Queries)
Duolingo vs Rosetta Stone vs 18 Others: The Language Learning AI Visibility War (Data from 240 AI Queries)
We queried ChatGPT, Claude, Gemini & Perplexity 240 times about language learning apps. HelloTalk tied Duolingo at #1 (75%). Rosetta Stone scored 58% visibility but only 0.23 sentiment. 40% of brands are completely invisible.
Property Management Software: 22 Brands Ranked by AI Visibility (And Why Yardi Is Losing to Buildium)
Property Management Software: 22 Brands Ranked by AI Visibility (And Why Yardi Is Losing to Buildium)
We analyzed 22 property management software brands across ChatGPT, Claude, Gemini & Perplexity. Buildium scored 89%. Yardi — the $22B industry's dominant player — scored just 11%. Here's the full ranking with 7 interactive charts.
91% of Skincare Brands Are Invisible to AI — And the Beauty Industry Isn't Ready
91% of Skincare Brands Are Invisible to AI — And the Beauty Industry Isn't Ready
We analyzed 116 beauty and skincare brands across ChatGPT, Claude, Gemini, and Perplexity. Average AI visibility: 5.6 out of 100. Instagram citations: zero. The $580B beauty industry has an existential AI problem.
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.
50% of SaaS Companies Are Invisible to AI Search (We Checked 214 Brands)
50% of SaaS Companies Are Invisible to AI Search (We Checked 214 Brands)
We analyzed 214 SaaS brands across 9 categories. Half of all SEO tools — the companies that should know search best — have zero AI visibility. See the full data.
How to Get Recommended by ChatGPT: Lessons from 143 AI-Visible Brands (Data-Backed Playbook)
How to Get Recommended by ChatGPT: Lessons from 143 AI-Visible Brands (Data-Backed Playbook)
We studied the 143 brands that achieve 60%+ AI visibility across 1,159 brands tested. Here's what they do differently and how you can replicate their success across ChatGPT, Claude, Gemini & Perplexity.
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.
Matter Protocol Won't Save Your IoT Brand. AI Visibility Might.
Matter Protocol Won't Save Your IoT Brand. AI Visibility Might.
The IoT industry is betting big on Matter protocol for interoperability, but technical compatibility doesn't equal brand discovery. When AI recommends smart home setups, it doesn't check your Matter certification.
Healthcare IoT Is Growing at 32.5% — But Can AI Find Your Medical Device Brand?
Healthcare IoT Is Growing at 32.5% — But Can AI Find Your Medical Device Brand?
The healthcare IoT market is the fastest-growing IoT segment at 32.5% CAGR with 540M+ connected devices. When doctors and patients ask AI about remote monitoring solutions, your brand's visibility becomes a patient care issue.
Industrial IoT Has 6-10 Decision-Makers. AI Is Influencing All of Them.
Industrial IoT Has 6-10 Decision-Makers. AI Is Influencing All of Them.
B2B IoT sales require an average of 35 touchpoints and 6-10 decision-makers. As enterprise buyers increasingly use AI for research, IIoT brands invisible to AI lose before the conversation starts.
We Checked 50 IoT Brands Across 4 AI Engines — Here's Who's Visible and Who's Not
We Checked 50 IoT Brands Across 4 AI Engines — Here's Who's Visible and Who's Not
An original research study checking 50 IoT brands across ChatGPT, Claude, Gemini, and Perplexity. The results reveal a massive visibility gap between market leaders and everyone else.
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.
The $1 Trillion IoT Market Has an AI Visibility Problem Nobody's Talking About
The $1 Trillion IoT Market Has an AI Visibility Problem Nobody's Talking About
IoT is racing toward $1.05 trillion by 2026 with 23.1% CAGR, but most IoT brands haven't adapted their marketing for AI-driven product discovery. The visibility gap is massive.
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.