Gambling
THE BOTS DON'T LIKE GAMBLING
ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews give five different answers to the same gambling query. The inconsistency is the story — for operators, regulators, and users.
Tag
Gemini — Tagged Articles
Generative Engine Optimization (GEO)
HOW THE BOTS PICK A BRAND
Answer engines — ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews — now answer most early-stage buyer research. The pillar on how they decide which brands get cited.
Generative Engine Optimization (GEO)
Measuring GEO: The Metrics That Track AI Visibility
A GEO program without measurement is content marketing with optimism. The five-component scoring formula behind Citation Share — Citation Frequency, Cross-Engine Breadth, Query-Type Breadth, Extractability, Crawl Access.
Generative Engine Optimization (GEO)
Citation Share: The KPI Behind GEO
Citation Share is the share of AI-generated answers in which a brand appears. The KPI behind GEO, how it is measured, what it captures, what it does not, and how to set up a Citation Share program.
Insights & Strategy
Updating What AI Knows: The Real Timeline
When a brand fixes its citation graph, the engines reflect it on staggered timelines: Perplexity in days, ChatGPT in days-to-weeks, AI Overviews in weeks, Gemini in weeks-to-months, Claude on the next training cycle. Wikipedia is the multiplier.
PR, AI & Communications News
Google: The Chatbox Search Shift
Google processed 8.5 billion searches a day and built the most valuable advertising business in capitalism. Then AI Overviews changed how answers get delivered. The chatbox is the new search box. The reputation work shifted with it.
Reputation Management
How to Audit What Every Major AI Engine Says About Your Brand
Every brand should know what each of the five major AI engines says about it for the prompts that matter. This article outlines a structured audit process, covering the engines to test, prompt categories, scoring dimensions, and actionable outputs to manage your AI reputation.
Healthcare
Pfizer Still Owns Pharma AI
The Pharma AI Citation Share Study — 25 brands across five engines. Pfizer leads. Why incumbent pharma authority compounds inside AI answers.
Influencer Marketing
How AI Picks Your Next Influencer
MrBeast and Beast Industries #1 individual creator. CreatorIQ leads platforms. Whalar leads premium agencies. Influencer Marketing Hub owns the category-publisher moat. 28 entities, 62 prompts, 5 engines.
Crisis Communications
The Crisis Sector Citation Share Index 2026
Banking #1, Pharma #2, Aerospace #3, Automotive #4, Tech Platforms #5. How five AI engines rank the 15 industries most associated with reputation crisis.