B2B Content Trust

B2B Content Trust is an MCP-native pre-publish validation tool for B2B SaaS writers, marketers, and content teams.

The check_content_trust tool analyzes HTML or Markdown content and returns a deterministic readiness score based on structural trust and content-readiness signals.

What it checks

• Author attribution and date signals
• Trust-page links
• Schema markup and structured data
• Author credential and expertise signals
• Authoritative source citations
• Internal links
• Heading structure
• Content completeness
• B2B readiness signals
• YMYL (Your Money or Your Life) guardrails for sensitive topics

How it works

Use B2B Content Trust as a pre-publish validation step in your AI writing workflow.

1. Write or generate your draft
2. Run check_content_trust
3. Review the deterministic findings
4. Fix the most important gaps
5. Run the check again before publishing

Why B2B Content Trust

Unlike AI-powered content graders, B2B Content Trust does not rely on subjective LLM scoring.

The MVP uses deterministic structural checks and does not require external APIs, crawling, accounts, or third-party services.

This makes it useful as a lightweight validation layer inside MCP-compatible writing workflows.

Important limitations

B2B Content Trust is not an official Google E-E-A-T checker and does not predict Google rankings.

It does not measure factual accuracy, writing quality, or search performance.

Instead, it helps identify deterministic structural trust and readiness gaps before B2B content goes live.