syntheticfi.com is early-stage for AEO readiness, with an overall score of 25/100 and multiple foundational gaps that prevent reliable AI extraction and attribution. Critical machine-consumable signals are missing, including llms.txt (0/10), structured data/schema coverage (0/10 each), AI permissions/licensing (0/10), and author expertise schema (0/10). While canonical strategy is strong (10/10) and fact density is high (279 quantitative points; 8/10), the site still underperforms on answer formatting, semantic structure, freshness, and internal linking (mostly 0-2/10 range). The fastest path to visibility gains is to add crawl guidance and schema, then reformat core content into explicit Q&A and definition patterns with attributable sources.