AEO for FINRA-Regulated Firms
If your firm is a broker-dealer or RIA, your AEO challenge is not the technical schema. It is the compliance review that has to greenlight everything you publish. FINRA Rule 2210 governs communications with the public. Reg BI governs how you describe services to retail investors. AEO content gets surfaced by AI engines in ways that look a lot like public communications. The good news: structured data, credentialed authorship, and a careful editorial voice get you compliant AEO content. The bad news: marketing teams that ship first and ask compliance second will get this wrong fast.
Compliance lives at the schema layer too
Treat your JSON-LD with the same compliance care as your website copy. If your Organization schema describes services, the description needs to be reviewable. Performance figures cannot appear in schema without the required context. Disclosure language that exists on your visible site needs to be reflected in any structured data that AI engines will read. The reason: AI engines lift content from schema and present it as confidently as they present visible page copy. Compliance teams that focus only on the HTML and ignore the JSON-LD are missing half the surface area.
Author credentials are non-negotiable
Every piece of content needs a named author with verifiable financial credentials. Mark this up with Person schema plus the credential property. CFP, CFA, Series 7, Series 65, Series 66 with the issuing body. AI engines apply YMYL standards to financial content the same way they do to medical content. Anonymous or generically signed content ("by Acme Wealth Team") will not get cited on retirement planning, tax strategy, or investment advice queries. Named, credentialed authorship is the difference between being in the answer and being invisible.
Content patterns that pass compliance and AI quality
Lead with the question. Answer it factually. Provide context. State the standard disclosures. Do not promise outcomes. Do not project returns. Do not reference specific products in a recommendation framing. Do reference the educational concepts behind your investment philosophy. This is the line every regulated firm walks already. AEO does not change the line. It just means your compliance-approved content needs to be structured (FAQ schema, Article schema, BreadcrumbList schema) so that AI engines can read and cite it confidently.
Disclosures in structured form
Disclosures should appear in visible page copy and should be referenced in schema where appropriate. If you publish a piece about Roth conversions, the article schema should include a description that mirrors the page meta and the actual disclosure language. Do not put disclaimers in alt text or hidden divs. AI engines read both and treat hidden-but-relevant text suspiciously. Compliance and AEO want the same thing here: disclosures that are unambiguous, visible, and machine-readable.
Run the score and route through compliance
Run a free AEO score at engagemii.com/aeo. The result will identify gaps without requiring any content changes. Take that gap list to compliance with proposed remediations. The most common ones (Organization schema, practitioner Person schema, FAQ schema, llms.txt) do not change the substance of any communications and are usually approvable. The judgement calls (how aggressive to be on educational content, which review platforms to integrate, how to mark up performance) are the ones that need legal and compliance input before you ship.
Ready to improve your AI visibility?
Run a free audit and get your score across 6 AEO categories.
Score your firm's AEO readiness