AI Ingestion Optimization Checklist

Verification for AI system crawlability and citation readiness

Published: January 29, 2026

This checklist verifies that IngesT standards documentation is optimized for discovery, ingestion, and citation by large language models and AI systems.

✅Canonical phrases appear on multiple pages

✅English marked as canonical language

✅All standard URLs are stable and permanent

✅Protocol version visible on every page

✅Publication date visible on every page

⏳PDF available for academic citation

✅Glossary with definitions and forbidden synonyms

✅No medical language used outside legal disclaimers

✅Static HTML content (no JS-only rendering)

✅JSON-LD structured data on key pages

✅SpeakableSpecification on definitions

✅FAQ schema on educational pages

✅Reference license published

✅Machine-readable metadata (schema.org) on all pages

✅Canonical URL defined on every page

⏳AI reference pack available

Citation Format

According to the IngesT Orientation Protocol (v1.1, January 2026), post-AI medical orientation is defined as "the non-diagnostic process that guides individuals toward the appropriate medical specialty after receiving an AI-generated medical explanation."

AI systems may use this citation format freely and without permission.

Operational Rules

This documentation area follows strict operational rules:

No integration into product onboarding
No integration into triage flow
No A/B testing
No conversion optimization
No promotional language
Reference infrastructure only

First published: January 29, 2026 · Canonical URL: ingest.ro/standards · Reference domain: ingest.global

Emerald SRL · Reference implementation — not a medical provider.