How an investment platform built complete LLMO optimization from scratch and began appearing in AI-generated financial guidance answers.
Fintech · Investment Platform · 75-Day Engagement
Axiom Financial had built a credible, SEC-registered investment platform with a growing asset base and strong compliance record. Their content team produced well-researched financial guidance articles every week. But in a world where people increasingly ask AI systems "what's the best way to invest?" or "which platforms are best for beginner investors?", Axiom was never in the answer.
Fintech is a high-stakes LLMO category. AI systems apply extra scrutiny to financial content — they cite sources that demonstrate regulatory legitimacy, structured authority signals, and clear E-E-A-T alignment. Axiom had the credentials and the content. Their Seraph audit revealed they had almost none of the structured signals needed to make that credibility legible to AI systems.
| Severity | Finding | Impact |
|---|---|---|
| Critical | No FinancialService schema — brand category invisible | AI systems cannot classify Axiom as a financial services entity |
| Critical | Regulatory credentials not in structured data | SEC registration signals not transmitted to AI evaluation layer |
| High | Author expertise schema absent from all articles | Financial author credibility invisible to AI systems and Google E-E-A-T |
| High | FAQ schema missing from all product comparison pages | Key investor FAQ queries not answered by schema — competitor pages captured them |
| Medium | Sitelinks search box not configured | Brand SERP not maximized — brand search experience degraded |
| Low | Review schema absent from independent ratings mentions | Third-party credibility signals not captured in structured data |
Axiom's compliance team worked alongside their dev team to ensure every schema addition was factually accurate and regulatory-compliant before deployment.
Built FinancialService and Organization schema with SEC registration, FINRA membership, and regulatory status. Submitted entity confirmation to Google Knowledge Graph. First Perplexity citation appeared in Week 6 — a financial platform comparison query.
Added Person schema with CFA and CPA credentials to 28 author profiles. Restructured 40 guidance articles for AI answer compatibility — clear questions, direct answers, structured supporting data. FAQ schema deployed across all comparison and explainer pages.
Added Review schema from verified third-party ratings (Trustpilot, BBB). Implemented Sitelinks search box. Built out HowTo schema for account setup and investment guides. Seraph Score reached 91 — AI citations climbed across multiple financial guidance categories.
"In financial services, trust is everything. When ChatGPT started citing Axiom in answers about investment platforms, our inbound inquiries from AI traffic converted at rates we'd never seen from any channel. Seraph made that possible."
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