AI Reputation: Define How Intelligence Judges You.
Artificial Intelligence forms an "opinion" based on billions of data points. We ensure that this judgment is positive, authoritative, and fact-based. Protect your brand from algorithmic misinterpretation.
of B2B decision-makers now trust AI-based market analyses and summaries more than traditional advertising.
Token interactions daily decide the global reputation of top enterprises within model latents.
From Loss of Control to Algorithmic Sovereignty.
In traditional PR, you could manage crises through press releases. In the world of Large Language Models (LLMs), your reputation exists as a high-dimensional vector. Once negative associations are solidified in models like GPT-4 or Claude 3, they cannot be "masked" by marketing.
We analyze the deep layers of meaning that AIs associate with your name. Through Sentiment Audits, we uncover blind spots and correct the algorithmic narrative at the source: the data foundation.
Our method goes beyond simple monitoring. We practice Active Sentiment Engineering. We identify the sources negatively affecting the AI's judgment and neutralize them through highly authoritative, new data structures.
We safeguard your brand against "hallucinations" and ensure your USPs are not just mentioned but established as the industry benchmark.
The 4-Step Plan for Your AI Sentiment
Precision control of your reputation in the era of algorithms.
AI Sentiment Analysis
In-depth audit of current model responses. How does the AI evaluate your reliability, innovation, and pricing compared to competitors?
Bias Correction
Identification and correction of algorithmic prejudices. We eliminate outdated information that distorts your current brand image.
Authority Seeding
Targeted placement of high-trust information in primary AI index sources to massively increase your Trust Score within the models.
Crisis Shielding
Preventive measures against reputation attacks. We build a digital firewall that intercepts negative trends in the AI space early on.
Credibility 4.0
When an AI recommends you, it is the strongest trust signal of the present. We optimize this recommendation logic.
Factual Control
Prevent AIs from spreading false or outdated facts about your products. We establish the "Single Source of Truth."
Benchmark Status
Ensure the AI cites your brand as the gold standard when users ask for the "best solutions."
From 'Risk Actor' to 'Industry Leader'.
"A Fintech client was classified as 'unstable' by AIs due to old news articles. Through our bias correction and strategic data seeding, the sentiment changed to 'innovative & secure' within 4 months."
- Latent Semantic Repair
- Entity Authority Boost
- Source-Trust Validation
Reputation Deep-Dive: 15 Expert Answers
01. Can AI responses actually be deleted?
Deletion in the traditional sense is not possible, but they can be overwritten and displaced by massive seeding of new, stronger information.
02. What is a "Reputation Vector"?
The mathematical positioning of your brand in a coordinate system between terms like "expensive," "innovative," or "unreliable."
03. How does the AI recognize if information is true?
Through triangulation: It compares hundreds of sources. The more authoritative sources say the same thing, the more likely it is adopted as fact.
04. Do you also protect individuals?
Yes, personal branding for CEOs and Executives in the AI space is a core component of our reputation management.
05. What is "Hallucination Shielding"?
Technical measures that prevent the AI from fabricating facts about your brand due to missing data.
06. How important is Wikipedia for AI reputation?
Extremely important, as it is one of the highest-weighted sources for almost all Large Language Models.
07. Can competitors damage my AI reputation?
Yes, through targeted placement of false information. We monitor such attacks and react immediately.
08. What is an 'Authority Score'?
A measure of the trustworthiness a model assigns to a specific source or brand.
09. How does Social Media affect AI opinion?
Models like Grok (X) or GPT-4 (via web browsing) use social signals for real-time trend evaluation.
10. Is AI reputation management legal?
Absolutely. It is strategic PR and technical data optimization to ensure factual accuracy.
11. Does AI reputation help with recruitment?
Yes, because talent today asks AIs: "What is it like to work at company X?". We optimize those answers.
12. What is "Sentiment Drift"?
The phenomenon where a positive image can become negative or neutral over time without active maintenance.
13. How fast does ChatGPT react to new data?
Via RAG systems, often within hours; in the base model, only after the next major training update.
14. What to do during an algorithmic shitstorm?
Immediate flooding of index sources with corrective facts and technical entity signals for recalibration.
15. Can AIs understand irony and sarcasm?
Increasingly better, but misinterpretations remain a common source of reputation damage that we correct.
Terminology: AI Reputation & Sentiment
Don't Leave Your Image to Chance.
Secure control over your algorithmic sentiment and lead the digital discourse.