AIR – AI Reputation Tracker

Measure what AI thinks about you .

Find out what ChatGPT, Claude and Gemini say about your company – before your stakeholders do.

Get in touch directly
The Problem

The new reputation blind spot

LLMs are becoming the new gatekeepers of public opinion. When someone asks ChatGPT "What do you think of company X?", the answer shapes perception – without your communications department ever knowing.

Traditional media monitoring and SEO tools are blind to this new reality. They measure visibility in search engines – not what AI models say about you.

AIR closes this gap: the first systematic monitoring for AI-generated reputation.

How AIR works

AI reputation analysis in three steps

01

Define topics

Together we define your reputation topics, risk areas and the relevant questions.

02

Query AI models

AIR systematically asks your questions to ChatGPT, Claude, Gemini and other models – and collects the answers.

03

Receive report

You receive a detailed report with scores, model comparisons, trends and concrete recommendations for action.

Capabilities

What AIR can do

Multi-model analysis

Systematic querying of ChatGPT, Claude, Gemini and other LLMs about your organisation.

Topic-Reputation-Scores

Quantified assessment of your reputation per topic area – from sustainability to innovation.

Risk monitoring

Early warning system for negative associations such as greenwashing or lobbying allegations.

Emergent-Topic-Discovery

Automatically identifies topics that AI models associate with your organisation on their own.

Model comparison

Makes visible how differently various AI models assess your company.

Trend-Tracking

Monthly analyses show how AI perception of your organisation changes over time.

Recommendations

Concrete recommendations on where your communications need adjustment – not just data, but strategy.

Reference

AIR in practice

For the trade magazine lout.plus we conducted an initial AIR analysis of a DAX company: six target topics (European security, technological innovation, sustainability & ESG, economic strength & employer, European cooperation, turning point & responsibility) and five risk topics across three AI models.

Key finding: A company's reputation varies considerably depending on the AI model used – in some cases with opposing assessments of the same topic.

Conducted for lout.plus – the magazine for communication and reputation

Target groups

Who is AIR for?

Corporate communications

Understand how AI models convey your key messages – and where gaps emerge.

PR & reputation management

Identify reputational risks in AI responses before your stakeholders do.

Brand Management & CMOs

Measure whether your brand positioning is landing in the new AI world.

Agencies & consultancies

Offer your clients a new analysis product – AI reputation as a service.

FAQ

Frequently asked questions about AIR

AI reputation monitoring systematically measures what large language models such as ChatGPT, Claude and Gemini say about your company or organisation – independent of traditional media monitoring or SEO visibility.

AIR queries several leading models in parallel, including ChatGPT, Claude and Gemini. This reveals how differently individual systems assess your reputation.

AIR is designed for corporate communications, PR, brand management and agencies that need to understand how AI systems reflect their brand, messages and reputation topics.

Together you define reputation topics and risk areas. AIR systematically asks multiple AI models and delivers a report with scores, model comparisons and recommendations for action.

Media monitoring captures published content. AIR measures what AI models tell users when asked about your company – a new blind spot in reputation management.

Next step

Let us analyse your AI reputation

Request a free initial assessment. We will get back to you within 48 hours.

c.rossi@kammannrossi.de