AI Visibility Check: Why One Good Run Tells You More Than a Hundred Quick Ones
Does ChatGPT recommend our company? And if not, who does it recommend instead? More and more industrial companies are asking these questions. An AI visibility check provides the answers. But not every measurement is equally meaningful, and more measurements do not automatically mean more insight.
AI Visibility in B2B Is Not a Single Number
B2B buyers and decision-makers have long been researching suppliers in ChatGPT, Gemini or DeepSeek. But what does it actually mean to be "visible" in AI answers?
What Content AI Systems Actually Cite
Strong Google rankings do not automatically bring AI visibility. A study shows which content gets cited - and how to know whether yours is among it.
peec.ai · Otterly · Profound vs. aiva
What is being measured? - from the perspective of global industrial companies This comparison evaluates the four solutions exclusively from the perspective of a global industrial company with multiple industries, products, applications, languages and markets including China. The benchmark is not whether a tool is generally "good", but whether it answers the visibility questions of a global industrial B2B.
aiva vs. Conductor: Enterprise Platform or Focused Analysis?
Conductor positions itself as an end-to-end enterprise AEO suite - from visibility measurement through AI content creation to technical monitoring. aiva takes a different approach: a focused, multilingual visibility analysis for industrial companies, with China coverage and an open methodology.
Why an industrial group has kept its digital marketing in the same hands since 2011
An industrial group with multiple companies, multiple brands and markets across DACH, Europe, Asia and America. Here, digital marketing means four disciplines that belong together: steering, paid campaigns, visibility in search and AI answers, analytics and reporting. All four sit with one partner.
TYPO3 Goes Agent-Ready: llms.txt in Two Commands
The llms.txt standard makes websites readable for AI agents - and TYPO3 now has a ready-made extension for it. What it delivers technically, what content discipline editors need for it, and why implementation is only half the job.
aiva vs. Ahrefs Brand Radar: What Is Being Measured?
Having compared Semrush AI Visibility and aiva, it is worth looking at the second tool frequently mentioned in the B2B environment: Ahrefs Brand Radar. The comparison turns out differently than against Semrush, because Ahrefs brings its own, very strong lever: its huge link index.
Semrush vs. aiva: What Is Being Measured?
Semrush and aiva both measure “visibility in LLMs” (ChatGPT, Perplexity, Gemini, Claude). At first glance, that looks like the same service. In fact, the two tools differ considerably - in methodology, depth, language and controllability. This document compares the two tools honestly. The goal is not to show that Semrush can do nothing - but to make transparent which questions one can answer and which the other can.
Are 50 Prompts Really Enough to Measure AI Visibility?
Common advice is that when trying to track performance in AI models, fewer prompts are better. This may be correct in the business to consumer (B2C) space, but when we talk about industrial companies, this simply isn’t true.