QuantAI Search and Agent Reference

This section is intentionally placed below the user-facing pages. It exists for search engines, AI agents, structured-data consumers, and technical reviewers.

Users should start with the product overview, research guide, iOS page, pricing page, or language page.

Reference Files

• Keyword and language map
• AI visibility notes
• Agent-readable product summary
• Search submission and monitoring checklist
• GitHub SEO and GEO pattern notes
• Full LLM context
• Agent-readable pricing
• Humans file
• AI catalog
• Web app manifest
• Brand icon SVG
• SoftwareApplication JSON-LD
• Organization JSON-LD
• FAQ JSON-LD

Principle

The top-level pages are for people. These reference files support crawlability, entity clarity, AI citation, and ongoing search monitoring without interrupting the normal reading path.