Our Commitment

Data Ethics & Model Respect

Our commitment to ethical AI data practices, platform integrity, and responsible GEO optimization.

Ethics-first approach~3 min readGEO & AEO compliant

Influence with Integrity

We influence with integrity — no adversarial exploits, no scraping behind authentication, no prompt injection tactics intended to bypass platform controls.

Model Respecting Methods

Our approach to GEO/AEO is built on respect for AI platforms and their users:

  • ✓No prompt injection or adversarial exploits
  • ✓No scraping behind authentication
  • ✓No attempts to bypass platform controls
  • ✓Adherence to all platform terms of service

Claims Integrity

We pursue accuracy, context, and safety in answers especially in regulated categories. Our dataset engineering prioritizes:

  • ✓Factual accuracy and proper attribution
  • ✓Appropriate disclaimers and context
  • ✓Compliant framing for regulated industries
  • ✓Continuous verification and correction

Transparency

We believe in transparent operations. Our methods are designed to improve the quality of AI answers while respecting the integrity of the platforms and the privacy of users.

Contact

Questions about our ethics policy? Reach out through our contact form.

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