Terms of Use & Risk Disclosure

AI Investor Barometer is an experimental AI model comparison tool. It displays valuation assumptions generated by third-party large language models (LLMs) and computes estimates using a deterministic valuation engine. The service is provided for informational and educational purposes only.

This service does not constitute investment advice within the meaning of Directive 2014/65/EU (MiFID II), nor investment research, personal recommendation, or solicitation to buy or sell any financial instrument. Nothing on this site should be interpreted as such.

• All content is generated by AI models and may be inaccurate, incomplete, or misleading.
• AI model outputs may be systematically biased in ways that are not immediately apparent.
• No warranty is given regarding the accuracy, completeness, or timeliness of any information.
• The user assumes all risk for any decisions made based on information displayed on this site.
• The operator accepts no liability for any losses, damages, or costs arising from use of this service.
• Underlying data is sourced from public sources and may contain errors or delays.
• This service may be modified, interrupted, or discontinued at any time without notice.

By using this service, you acknowledge that you have read and understood these terms.

• AI models can be systematically biased. Models may consistently overestimate or underestimate values across entire markets or sectors. Past statistical patterns do not predict future model behavior.
• Estimates are based on simplified models. The valuation engine uses discounted cash flow (DCF) and excess return on equity models with AI-generated assumptions. These are inherently simplified representations of complex businesses.
• No consideration of individual circumstances. This tool does not account for your financial situation, investment objectives, risk tolerance, or tax position.
• Comparison with analyst consensus does not validate either. Proximity to analyst consensus is a statistical measure, not an indicator of accuracy. Both AI models and human analysts can be wrong simultaneously.
• Calibration and validity scores measure statistical properties of model outputs relative to analyst benchmarks. They do not measure the quality of investment insights or predictive accuracy regarding future stock prices.

• No commercial relationship with AI model providers. The operator has no affiliation, sponsorship, or commercial arrangement with OpenAI, Anthropic, Google, DeepSeek, or xAI.
• The operator may hold positions in tracked companies. This tool is not designed to influence trading decisions. The tool's outputs are generated algorithmically by third-party AI models and a deterministic valuation engine — the operator has no influence over individual estimates.
• Independent project. This project is funded independently. There is no affiliated broker, dealer, or financial institution. No compensation has been received for including or excluding any company from the tracked universe.
• Open methodology. The valuation engine, calibration scoring, and bias calculations are deterministic and consistent across all models and companies.