Searchable AI Usage Policy & Editorial Standards

Policy Summary

• Generative AI accelerates ideation, outlining, drafting, and fact aggregation, but no article is published without human authorship, editing, and approval.
• Every contributor must disclose when AI materially shaped a piece. Shaun Anderson's posts include inline bios and disclosures referencing this policy.
• Claims, data points, and citations are verified by subject-matter experts with logged revisions and source-of-truth documentation.
• We retain full accountability for accuracy, originality, compliance, and ethical usage across all outputs.

Weaponised Transparency Principles

Weaponised transparency is our operating philosophy: tell audiences exactly how the work was done, disclose the tooling, and surface evidence that supports every conclusion. Each principle below governs how AI is integrated into Searchable content.

1. Origin Clarity: Readers should always know who initiated an idea, drafted the narrative, and approved the final publication.
2. Tool Attribution: When AI shapes ideation, analysis, or phrasing, we name the system (e.g., Google Gemini Pro 2.5) and describe its role.
3. Evidence Over Opinion: No assertion is published without a primary source, dataset, or reproducible methodology the reader can inspect.
4. Version Control: Significant updates are dated, explained, and, where possible, preserved in change logs.

How We Use Generative AI

Research Acceleration

AI systems aggregate prior statements, public filings, and technical references so our experts can validate the signal faster. Outputs are treated as leads, never unquestioned facts.

Drafting & Refinement

Authors may employ AI to propose outlines, tighten prose, or explore counterpoints. Final narratives are re-written, structured, and approved by humans to ensure original voice and context fidelity.

Structured Data & Schema

Our AI assistants help generate schema markup, JSON structures, and technical validations. Human reviewers confirm accuracy before deployment.

Compliance Monitoring

Internal AI tools flag potential policy violations, missing disclosures, or unverified claims. A human editor resolves every alert before publishing.

Human Governance & Editorial Review

• Each post is assigned to a responsible editor who confirms sourcing, fact integrity, and compliance with privacy and copyright law.
• Sensitive topics (e.g., medical, legal, financial guidance) require additional expert review and legal sign-off.
• We maintain editorial logs that record who reviewed what, which AI tools assisted, and the final approval timestamp.
• Corrections are published promptly with visible changelog notes at the top or bottom of the page.

What AI Does Not Do

Generative AI never publishes autonomously on Searchable.com. It does not approve interviews, adjudicate product claims, modify pricing, or independently push code to production. It is a co-pilot our experts interrogate, not an oracle we defer to.

Disclosure Standards for Contributors

Contributors must add clear disclosures at the point of consumption, on-page, in-line, and near bylines. Shaun Anderson's bio and AI usage disclosure appear on every post he authors, linking back to this policy. Similar patterns apply to all Searchable advisors and guest contributors.

• Identify which parts of the article benefited from AI (research prompts, outline, drafting, data visualization, etc.).
• Name the primary tools used (e.g., Google Gemini Pro 2.5, OpenAI GPT-4.1, internal Searchable agents).
• Affirm human review and accountability for accuracy, originality, and compliance.

Appeals, Feedback & Contact

Readers who believe content breaches this policy, or who spot inaccuracies, can contact our editorial team at editorial@searchable.com or support@searchable.com. We review every submission within two business days.

For legal inquiries or regulatory requests, please reference our registered address: Searchable Limited, 10 Queen Street Place, City of London, London EC4R 1AG, United Kingdom.