Industry guide · Industries
SEO, AEO, and GEO for fintech and financial services
SEO, AEO, and GEO for fintech: how people use AI for money questions, which sources AI answers cite, the SEC, FINRA, CFPB, and FDIC rules, and what to measure.
By Paul Maxwell, founder of AEO HQ
Published · Updated
SEO, answer engine optimization (AEO), and generative engine optimization (GEO) for fintech are the work of making a financial company's products, rates, fees, registrations, and disclosures easy for search engines and AI assistants to find, cite, and state correctly, within the rules that govern financial advertising. AEO and GEO rest on SEO, because assistants that search the web draw their sources from search indexes. For financial companies, the research points to four additions: regulated facts stated as text, with the required disclosures beside them; accurate facts on the publisher, review, and community sites that answers cite; the same compliance review for web pages, profiles, and chat replies as for any other advertisement; and measurement by product and by type of question.
Almost everything this work puts in public view is advertising under at least one rule. FINRA's rule on communications with the public lists "any generally accessible website" (opens in a new tab) among the public media for a broker-dealer's retail communications. The SEC's Marketing Rule defines an adviser's advertisement to include any direct or indirect communication to more than one person that offers the adviser's advisory services (opens in a new tab). The CFPB's rule on deposit account advertising applies to "any person who advertises an account offered by a depository institution" (opens in a new tab). This page therefore covers both sides: what helps a financial company appear in search and AI answers, and what the rules let it say there.
This page is part of AEO HQ's guides by industry. It covers SEO, AEO, and GEO together, as one practice that AEO HQ calls SEO+. Google's guidance on outside services uses both names for the same work, referring to "AI experiences (sometimes called AEO for 'answer engine optimization' or GEO for 'generative engine optimization')" (opens in a new tab) (official documentation). AEO HQ's keyword data showed no AEO or GEO queries for fintech or financial services, so this page is not built around a measured query. It is built from evidence on how people use AI for money decisions, which sources AI answers cite, and the regulators' own documents. Facts link to their sources, evidence strength is labeled where it matters, and recommendations are marked as ours. Much of the evidence on AI citations comes from companies that sell marketing services or data, and the text says so each time. The summary of rules is not legal advice.
Scope and definitions
This page is for marketing, growth, and compliance staff at U.S. fintech companies, banks, registered investment advisers, broker-dealers, and companies that sell software to financial institutions, and for the agencies that work for them. It covers unpaid visibility in search results and AI answers, and the pages, profiles, and reviews behind it. The rules covered are federal: the SEC's Marketing Rule, FINRA Rule 2210, the advertising rules of Regulations Z and DD, the statute on unfair, deceptive, or abusive practices that the CFPB enforces, the FDIC's rule on deposit insurance claims, and the FTC's rules and policies on reviews, endorsements, and substantiation, all as read on 27 September 2026. State laws, rules specific to insurance or crypto assets, and rules outside the United States, such as the UK's financial promotion regime, are not covered.
- Answer engine. An AI system that answers a question in its own words and names or links its sources, such as ChatGPT, Gemini, Claude, Perplexity, Microsoft Copilot, and Google's AI Overviews and AI Mode.
- Retrieval. The step in which an assistant fetches pages from a search index while it writes an answer.
- Retail communication. FINRA defines it as "any written (including electronic) communication that is distributed or made available to more than 25 retail investors within any 30 calendar-day period" (opens in a new tab).
- Testimonial and endorsement. Under the SEC's Marketing Rule, a testimonial is a statement by a current client about their experience with the adviser, or one that solicits or refers clients; an endorsement is a statement by anyone else that approves of, recommends, or describes experience with the adviser, or solicits or refers clients (opens in a new tab).
- APR and APY. The annual percentage rate on credit and the annual percentage yield on deposit accounts. An advertisement that states a rate of finance charge must state it as an "annual percentage rate," using that term (opens in a new tab), and one that states a rate of return on a deposit account must state it as an "annual percentage yield" (opens in a new tab).
- YMYL. "Your Money or Your Life," Google's name for topics that could significantly affect people's health, financial stability, or safety (opens in a new tab). Google's rater guidelines describe the financial kind as "topics that could damage a person's ability to support themselves and their families" (opens in a new tab).
How people use AI for financial decisions
Surveys agree that many U.S. adults now use AI assistants for money questions and that trust in the answers is divided. Most of the evidence concerns consumers. For businesses that buy financial services or financial software, only general B2B surveys exist. The table gives each finding with its sample.
People check, and some act quickly. Asked about the most recent time they acted on a chatbot's financial advice, 20% acted right away, 36% first asked the chatbot follow-up questions, 29% did additional research online, and 9% talked to a financial advisor (opens in a new tab). In the same survey, 49% of Americans said they do not feel confident evaluating whether a chatbot's personal finance advice is accurate (opens in a new tab). Business buyers check too: in a January 2026 survey of 1,862 technology buyers, 94% of those who used AI said they fact-check its responses at least some of the time (opens in a new tab). Our reading: the pages people check against are the provider's own rate, fee, and disclosure pages and the publishers' comparison pages, so those pages carry both the search work and the compliance risk.
Limits. All of these figures are self-reported. NerdWallet and Adobe have a commercial interest in the channels they measure (our assessment). The surveys measure use and trust, not which provider people chose. No study found for this page measures how businesses choose a bank, a payments provider, or financial software with AI, apart from general software-buying surveys. The direction of the evidence is consistent (moderate); the shares differ by survey and wording.
How assistants find and choose financial products and firms
An assistant can answer from what its model learned in training, its parametric knowledge, or it can search the web and write from the pages it retrieves. Three findings describe financial questions:
- Assistants that search rely on search indexes. Google says its generative AI features are "rooted in our core Search ranking and quality systems" (opens in a new tab) and that optimizing for them "is optimizing for the search experience, and thus still SEO" (opens in a new tab). OpenAI says ChatGPT search "sometimes partners with other search providers," and it names Microsoft and Shopify (opens in a new tab) (all official documentation).
- Google shows AI Overviews on educational finance questions far more often than on live data. In an SEO platform's tracking of 2,580 finance keywords, AI Overviews appeared on 21% of finance keywords in December 2025, up from 6% in May 2024; on educational queries such as "what is a Roth IRA" the rate rose from 16% to 67%, while stock tickers stayed at 8% (opens in a new tab). Among the fastest-growing groups were cash management ("high yield savings account," "money market"), from 13% to 79%, and credit and debt, from 5% to 62% (opens in a new tab) (vendor data).
- For finance, AI Overview citations overlap less with organic rankings than in other industries. The same vendor found that 32.2% of AI Overview citations for finance also ranked organically, against 68.6% for insurance, 71.0% for B2B technology, and 75.3% for healthcare (opens in a new tab) (September 2025; vendor data). A high organic rank is a weaker route to an AI Overview citation in finance than in those industries (our reading).
Evidence on which sources AI answers cite for financial questions comes from a few studies, all by companies with a commercial interest:
Which sources get cited depends on the question. The two finance studies look contradictory: publishers supply most citations in answers about which credit card to get, while bank-owned pages lead for questions tied to a location. They measured different questions, and both can be true (our reading). For "best product" questions, a publisher's comparison page is where a product needs to appear; for questions about one provider, its rates, or its branches, the provider's own page is what gets checked (our reading). Communities matter most for expert questions: in the credit card index, Reddit communities appeared in 38% of advanced travel-card prompts but 4% of entry-level best-credit-card queries (opens in a new tab).
Answers also change from one run to the next. When the same prompt was repeated, ChatGPT and Google's AI returned the same list of brands less than once in 100 runs, and Claude only slightly more often (opens in a new tab) (2,961 runs, November–December 2025; industry study; a co-investigator works for a tracking vendor). How ChatGPT, Gemini, Claude, Perplexity, and Copilot find and cite sources describes each assistant's index and crawlers.
The questions buyers ask, and what financial marketers ask
Questions consumers and business buyers ask
The example wording below is illustrative. The evidence column shows why each kind of question matters.
| Question type | Example wording (illustrative) | Evidence | Page that should answer it |
|---|---|---|---|
| Learning a concept | "How does a high-yield savings account work?" | AI Overviews appeared on 67% of educational finance keywords, and on 79% of cash-management keywords, in December 2025 (opens in a new tab) | An explainer with a named, qualified author and a date |
| Best product for a need | "Best fee-free credit card for someone who carries a balance" | A prompt with this wording was tested in the credit card index, where publishers supplied most citations (opens in a new tab) | Publisher comparison pages; your product page with full terms |
| Rates, fees, and terms | "What APY does [App] pay on savings right now?" | Issuer pages were cited mainly for APRs, terms, and disclosures (opens in a new tab) | A rates and fees page with each rate, its date, and the required disclosures |
| Safety of deposits | "Is my money FDIC insured if I use [App]?" | No study found for this page measures how often people ask this. The FDIC's rule (opens in a new tab) makes any answer you publish a regulated statement | A page that names the partner bank and says what deposit insurance covers |
| Credentials | "Is [adviser] registered?" | FINRA's BrokerCheck tells people "instantly whether a person or firm is registered, as required by law" (opens in a new tab) | Adviser bios linked to BrokerCheck |
| Reputation | "[Firm] reviews" | "financial advisor ratings and reviews" and "financial advisor review site" appeared in search suggestions (AEO HQ's query research) | Review profiles, within the rules below |
| Business software and services | "[Vendor A] vs [Vendor B] for accounts payable automation" | Comparing vendors is the most common use of AI chatbots in software research (41%) (opens in a new tab); finance involvement in software decisions rose from 31% to 46% in a year (opens in a new tab) | Comparison pages and a security page; see SEO, AEO, and GEO for B2B SaaS companies |
What financial marketers ask about AEO and AI search
In AEO HQ's keyword data for the United States, pulled on 27 September 2026, no AEO or GEO query named fintech, financial services, banks, insurance, or wealth management. The pull was seeded with AEO and GEO terms, so demand worded differently may exist that it did not capture.
In AEO HQ's query research (Google and Bing suggestions, and forum thread titles, 27 September 2026), financial marketers' questions fell into the groups below. Three questions come from the FAQ of an agency's fintech SEO guide that appeared in the search results (opens in a new tab) (August 2026) and are marked "FAQ heading."
| What they want to know | Wording seen in suggestions, headings, and thread titles | Where this page answers it |
|---|---|---|
| Whom to hire | "fintech seo agency"; "seo agency for fintech"; "seo agency for financial services"; "How can I find a SEO agency that focuses on FinTech?" | Frequently asked questions |
| Whether AI search matters | "Does AI search matter for fintech companies?" (FAQ heading); "First 90 days in fintech growth: AI search visibility wasn't on …" | The opening; frequently asked questions |
| Whether content pays | "Is content creation really worth for financial advisors?"; "Where have you found success with inbound marketing?" | Frequently asked questions |
| Competing with incumbents | "Can a small fintech rank against big banks and incumbents?" (FAQ heading) | Frequently asked questions |
| The rules on reviews and testimonials | "sec marketing rule google reviews"; "sec marketing rule testimonials and endorsements"; "sec marketing rule paid testimonial" | Rules that limit financial marketing; frequently asked questions |
| The rules on web and social content | "finra rules on communications with the public"; "what defines static content under finra social media rules" | Rules that limit financial marketing |
| Cost | "How much does fintech SEO cost?" (FAQ heading) | Frequently asked questions |
Rules that limit financial marketing
This section is not legal advice. It summarizes federal rule texts and regulator documents read on 27 September 2026. Which rules apply depends on a company's charter, registrations, and products, and state rules add more. Before publishing, have compliance staff or counsel check every page, profile, and chat script against the rules that apply to you.
Which rules apply to which pages
| If your pages... | Rules covered here | Primary source |
|---|---|---|
| Offer investment advisory services as a registered adviser, including a robo-adviser | SEC Marketing Rule, with its conditions for testimonials, endorsements, third-party ratings, and performance | 17 C.F.R. § 275.206(4)-1 (opens in a new tab) |
| Belong to a FINRA member broker-dealer | FINRA Rule 2210 on communications with the public | FINRA Rule 2210 (opens in a new tab) |
| State a rate or terms for consumer credit | Regulation Z's advertising rule | 12 C.F.R. § 1026.24 (opens in a new tab) |
| Advertise a deposit account held at a bank, including a partner bank behind an app | Regulation DD's advertising rule and the FDIC's rule on deposit insurance claims | 12 C.F.R. § 1030.8 (opens in a new tab); 12 C.F.R. § 328.102 (opens in a new tab) |
| Offer a consumer financial product or service | The statute on unfair, deceptive, or abusive acts or practices | 12 U.S.C. § 5531 (opens in a new tab) |
| Belong to an FDIC-insured bank | The FDIC's official sign rule for digital channels | FIL-3-2026 (opens in a new tab) |
| Use reviews, testimonials, endorsements, or objective claims | The FTC's review rule, Endorsement Guides, and substantiation policy | Sources in the FTC section below |
SEC Marketing Rule (registered investment advisers)
Enforcement and examinations.
- In March 2024 the SEC settled charges against two advisers for false and misleading statements about their use of AI; they agreed to pay $400,000 in total civil penalties, and one had called itself the "first regulated AI financial advisor" (opens in a new tab).
- In September 2024 nine advisers agreed to pay $1,240,000 in combined civil penalties over advertisements with untrue or unsubstantiated claims or missing disclosures, including unsubstantiated claims of "conflict-free" advice, testimonials that did not come from current clients, a claimed membership in an organization that did not exist, and third-party ratings, some more than five years old, shown without the dates they were given or the periods they covered (opens in a new tab).
- A December 2025 staff risk alert, which says it "has no legal force or effect," (opens in a new tab) reported that examiners saw hyperlinked disclosures used where clear and prominent ones were required, disclosures "in a smaller or lighter font," client testimonials brought "from third-party websites onto the advisers' websites" without the required disclosures, gift cards given to clients "to write reviews on third-party websites," and undisclosed payments to rating providers for logos, "priority placement," or fees "to be considered for the ratings" (opens in a new tab).
Answer engines lift sentences out of pages. A claim whose disclosure sits behind a link or in a footer can be quoted without it, and the SEC's staff already treats hyperlinked disclosures as not clear and prominent. Our recommendation: keep each disclosure in the same sentence or block as the claim it qualifies.
FINRA Rule 2210 (broker-dealers)
| Requirement | What the rule says | What it means for search and AI work |
|---|---|---|
| Approval | "An appropriately qualified registered principal of the member must approve each retail communication before the earlier of its use or filing" (opens in a new tab); retail communications posted on an online interactive forum, and those that do not recommend or promote a product or service, may instead be supervised like correspondence | A refreshed page is a changed retail communication that needs approval before use (our reading); plan approval into the update schedule (our recommendation) |
| New members | For one year after membership, a firm must file retail communications published in public media, including "any generally accessible website," (opens in a new tab) at least 10 business days before first use | A new broker-dealer's site launch needs filing time |
| Content standards | Communications must be "fair and balanced" (opens in a new tab); no "false, exaggerated, unwarranted, promissory or misleading statement or claim" (opens in a new tab); information may go in a legend or footnote only if that "would not inhibit an investor's understanding of the communication" (opens in a new tab); communications may not predict or project performance, with narrow exceptions | A footnoted qualifier does not travel with a quoted sentence (our reading) |
| Comparisons | Comparisons must "disclose all material differences between them," (opens in a new tab) including costs, liquidity, safety, guarantees or insurance, and tax features | Comparison pages and "vs" tables |
| Testimonials | A testimonial about investment advice or performance must disclose that it may not be representative, is no guarantee of future performance or success, and, if more than $100 was paid for it, that it is a paid testimonial (opens in a new tab) | Client quotes and reviews |
| BrokerCheck | Each website must include "a readily apparent reference and hyperlink to BrokerCheck" (opens in a new tab) on the first page meant for retail investors and on pages with profiles of registered persons | A regulator record that anyone can use to confirm registration |
| FINRA's name | No statement implying that FINRA endorses the firm; a reference to FINRA's review is limited to "Reviewed by FINRA" or "FINRA Reviewed" (opens in a new tab) | Titles, badges, and page markup |
| Records | Records must include "information concerning the source of any statistical table, chart, graph or other illustration used in the communication" (opens in a new tab) | Keep the source of every statistic in your content |
| AI-generated content and chatbots | Rule 2210's content standards apply "whether member firms' communications are generated by a human or technology tool" (opens in a new tab); FINRA's FAQ says "Firms are responsible for their communications, regardless of whether they are generated by a human or AI technology," (opens in a new tab) and that chatbot communications may be subject to its rules "as correspondence, retail communications, or institutional communications," so the firm must supervise them (opens in a new tab) | AI-drafted pages and chat assistants |
Credit and deposit advertising (Regulations Z and DD)
| Rule | What it says | Where it applies |
|---|---|---|
| Regulation Z, advertising for credit | "If an advertisement for credit states specific credit terms, it shall state only those terms that actually are or will be arranged or offered by the creditor." (opens in a new tab) A stated rate must be an "annual percentage rate," using that term. Stating a down payment, the number of payments or repayment period, a payment amount, or a finance charge requires the down payment, the terms of repayment, and the APR (opens in a new tab). On a website, a table of terms counts as part of the same advertisement if it is set out clearly and conspicuously and any statement of those terms elsewhere "clearly refers to the page or location where the table or schedule begins" (opens in a new tab) | Loan and card pages, calculators, and "low monthly payment" copy |
| Regulation DD, advertising for deposit accounts | An advertisement may not be misleading or inaccurate, and may not call an account "free" or "no cost" (opens in a new tab) if any maintenance or activity fee may be imposed. A rate of return must be stated as an "annual percentage yield" (the abbreviation APY may be used once the full term appears). With an APY, the advertisement must state, where applicable, that a variable rate may change, how long the APY is offered or the date it was accurate, the minimum balance to earn it, any higher minimum opening deposit, and "that fees could reduce the earnings on the account" (opens in a new tab) | Savings and checking pages, rate tables, and the rates you send to comparison sites |
| Regulation DD coverage | The advertising rules apply to "any person who advertises an account offered by a depository institution, including deposit brokers" (opens in a new tab), and an advertisement is "a commercial message, appearing in any medium," (opens in a new tab) that promotes the availability or terms of a new account | A fintech app that advertises accounts held at a partner bank (our reading of the text) |
Unfair, deceptive, or abusive practices (CFPB)
The Consumer Financial Protection Act lets the CFPB act against a "covered person or service provider" that commits an unfair, deceptive, or abusive act or practice in connection with a consumer financial product or service; an act can be abusive if it "materially interferes with the ability of a consumer to understand a term or condition" or takes unreasonable advantage of a consumer's lack of understanding, inability to protect their interests, or reasonable reliance on the company (opens in a new tab).
On 12 May 2025 the CFPB withdrew a list of 67 guidance documents, including Circular 2024-01, "Preferencing and steering practices by digital intermediaries for consumer financial products or services," a 2022 interpretive rule on digital marketers, its 2023 policy statement on abusive acts or practices, a circular on deceptive representations involving the FDIC's name or logo, and a bulletin on practices that impede consumer reviews; the notice says the Bureau "will deprioritize enforcement" against conduct that does not conform to the guidance while the withdrawal is pending, and that the withdrawal "is not necessarily final" (opens in a new tab). The notice withdrew guidance; it did not change the statute (our reading).
Deposit insurance claims (FDIC)
- No implied insurance. No person may represent or imply that an uninsured financial product is insured or guaranteed by the FDIC, including by using FDIC-associated terms or images in an advertisement (opens in a new tab).
- Non-banks must say they are not banks. The rule treats a statement about deposit insurance as leaving out material information if the gap could lead a reasonable consumer to believe a misrepresentation or leave them unable to understand the extent or manner of the insurance. Its examples for a company that is not an insured bank are failing to clearly and conspicuously identify the insured bank or banks where customers' deposits may be placed, and failing to disclose that the company is not an FDIC-insured bank and that FDIC insurance only covers the failure of the insured bank (opens in a new tab). The rule gives a model: "A statement that a person is not an FDIC-insured bank and deposit insurance covers the failure of an insured bank would be considered a clear statement" (opens in a new tab).
- Deposits and investments on one page. Another example is a statement about deposit insurance, on a website that offers deposits and non-deposit products in close proximity, that fails to disclose that the non-deposit products are not insured by the FDIC, are not deposits, and may lose value (opens in a new tab), with limited exceptions.
- Pass-through coverage. A further example is a statement about pass-through deposit insurance that fails to clearly and conspicuously disclose that certain conditions must be satisfied for the coverage to apply (opens in a new tab).
- Insured banks' digital sign. A January 2026 final rule requires the FDIC official digital sign on a bank's homepage, login page, and the first page of its deposit account opening process, with compliance due April 1, 2027 (opens in a new tab).
An assistant asked "Is [App] FDIC insured?" can answer only from what it finds. Our recommendation: put the partner bank's name and the rule's disclosures in the same block of text as any statement about insurance, so a quoted passage carries them.
Reviews, endorsements, and substantiation (FTC)
The FTC's rule and guidance are written for consumer reviews; they do not say how the rule applies to reviews by business customers (our reading).
Chat assistants
A chat assistant on a financial website writes new text for each visitor. For FINRA members, the FAQ answers above apply. If the assistant serves people in the European Union, Article 50 of the EU AI Act applies from 2 August 2026, and AI systems that interact directly with people must be designed so that people are informed from the first interaction that they are dealing with an AI system, unless this is obvious (opens in a new tab). Our recommendations: say that the assistant is AI, answer rate, fee, and insurance questions only from approved text, and keep a record of the conversations your rules require you to keep.
Content that complies and still answers the question
Assistants favor specific, checkable facts. In lab trials, stating a price and carrying a recent date raised a source's odds of being cited first in all six models tested (opens in a new tab) (peer-reviewed; laboratory setting; the authors work for a marketing software vendor). Financial rules ask for the same kinds of facts, stated in set terms and with their conditions attached. Our observation: a rate stated as an APY, with its date, minimum balance, and fee statement beside it, is both the compliant form and the checkable form.
| Content | Publish | Avoid | Rules |
|---|---|---|---|
| Deposit rates | The rate as an APY, using the term; whether it can change; the date it was accurate or how long it is offered; the minimum balance; the statement that fees could reduce earnings; all next to the rate | "Earn 4.50%" with no APY term, date, or conditions; rates only in an image or a calculator | Regulation DD § 1030.8(b)–(c) |
| Fees and "free" | Every fee, in a table in the page text | "Free" or "no cost" for an account on which a maintenance or activity fee may be charged | Regulation DD § 1030.8(a) |
| Credit terms | The APR, using the term, and the full terms whenever a payment amount or number of payments appears | "Low monthly payments of $49" with no APR or repayment terms; terms you do not actually offer | Regulation Z § 1026.24(a), (c), (d) |
| Deposit insurance | The partner bank's name, the statement that you are not a bank and that insurance covers only the bank's failure, and the conditions for pass-through coverage, in the same block as any insurance claim | "FDIC insured" on an app's page with no bank named; FDIC terms or images in ads for uninsured products without a clear, conspicuous, and prominent disclaimer | 12 C.F.R. § 328.102 |
| Investment performance | Net performance with any gross figure, over one, five, and ten years; hypothetical results only with the required policies and explanations | Gross-only returns; projections of future performance in a broker-dealer's communications | SEC Marketing Rule (d); FINRA 2210(d)(1)(F) |
| Benefits | Benefits with their material risks and limitations in the same place | "Risk-free," "guaranteed returns," or "conflict-free" without support | SEC Marketing Rule (a); FINRA 2210(d)(1)(B); SEC 2024-121 |
| Testimonials and reviews | Client statements with the required disclosures beside them (client status, compensation, conflicts; for FINRA members, not representative and no guarantee) | Reviews copied from Google or other sites without the disclosures; gift cards or other rewards for reviews | SEC Marketing Rule (b); FINRA 2210(d)(6); SEC risk alert |
| Ratings and awards | The rater's name, the date given, the period covered, and any payment, beside the badge | Undated or outdated badges; logos that do not name the rater; paid placement not disclosed | SEC Marketing Rule (c); SEC 2024-121 |
| Comparisons | All material differences: costs, liquidity, safety, insurance, and tax features | Tables that compare only the favorable features | FINRA 2210(d)(2); FTC comparative advertising policy |
| AI features | What the feature does, the data it uses, its limits, and whether a person reviews its output | "The first AI financial advisor" or AI claims you cannot support | SEC 2024-36; FTC substantiation policy |
| Educational explainers | General information with the date, the named author and their credentials, and the review date | Personalized advice presented as general information; stale figures | Google's guidance on YMYL topics (below) |
| Titles, meta descriptions, and markup | The same claims and qualifiers as the visible page | "Best," "#1," "guaranteed," or rates without their terms in hidden fields | Our recommendation; the rules above apply to the claim wherever it appears |
Google's systems "give even more weight to content that aligns with strong E-E-A-T for topics that could significantly impact the health, financial stability, or safety of people" (opens in a new tab) (experience, expertise, authoritativeness, and trustworthiness). Its rater guidelines say that for topics like "how to invest money," "mild inaccuracies or content from less reliable sources could significantly impact someone's health, financial stability, or safety" (opens in a new tab), and they give advice on how to invest for retirement as an example of "information or advice best left to Experts" (opens in a new tab). Our recommendation: publish each explainer under the name of a qualified author, show when it was written and reviewed, and add what your team has seen in practice rather than restating common knowledge.
Profiles, entity facts, and crawling
One set of facts everywhere
An entity is a person or organization that search systems treat as one distinct thing. Our recommendation: keep the legal name, brand name, registration numbers, partner banks, product names, rates, and fees identical on your site, regulator records, app store listings, partner pages, publisher listings, and review profiles. The reason is indirect: language models often merge information about different entities that share a name (opens in a new tab) (peer-reviewed), and in lab trials consistent rather than contradictory claims raised a source's odds of being cited first in at least four of six models (opens in a new tab) (peer-reviewed; laboratory setting). No study has tested this for financial companies, so treat it as an inference.
Google's Organization markup, a form of structured data, has a legalName field for the registered legal name and an iso6523Code field, in which the prefix 0199 marks a Legal Entity Identifier (LEI); Google says some properties, such as iso6523 and naics, are "used behind the scenes to disambiguate your organization from other organizations" (opens in a new tab). The markup helps Google tell companies apart; it is not an AI citation lever. In a matched study of 1,885 pages that added structured data, AI Overview citations fell 4.6%, and changes for AI Mode (+2.4%) and ChatGPT (+2.2%) were statistically indistinguishable from zero (opens in a new tab) (vendor study; all pages were already heavily cited).
Profiles for advisers and agents
Google lists financial planners and insurance agents among the individual practitioners who may have their own Business Profiles; a practitioner "shouldn't have multiple Business Profiles to cover all of their specializations"; "Sales associates or lead generation agents for corporations aren't individual practitioners and aren't eligible for a Business Profile"; and a sole practitioner at a branded location shares one profile named "[brand/company]: [practitioner name]," as in Google's example "Allstate: Joe Miller" (opens in a new tab). Google says local results are "mainly based on relevance, distance, and popularity," and that "there's no way to request or pay for a better local ranking on Google" (opens in a new tab). Google Maps bars merchants from offering "payment, discounts, free goods and/or services" for any review or selectively soliciting positive reviews (opens in a new tab). If an adviser uses those reviews in its advertising, the SEC's testimonial conditions above apply (our reading of the rule).
Crawling and indexing
Assistants can cite only pages their crawlers can reach. Sites that block OAI-SearchBot "will not be shown in ChatGPT search answers" (opens in a new tab); blocking Claude-SearchBot may reduce visibility in Claude's search results (opens in a new tab); PerplexityBot access is controlled by robots.txt (opens in a new tab); and Google's AI features can show only pages that are indexed and eligible to appear with a snippet (opens in a new tab) (all official documentation). Keep rates, fees, and disclosures in the HTML the server sends: in December 2024, none of the major AI crawlers rendered JavaScript (opens in a new tab) (network measurement), and Microsoft advises against hiding key answers in tabs or expandable menus, or leaving them only in PDFs or images (opens in a new tab). Rate sheets published only as PDFs, rate widgets loaded by script, and terms shown only in images all fail these tests (our reading).
Which third-party sources carry weight
People and assistants both lean on sources a financial company does not control. The table gives the evidence that AI answers use each source, and what to check before paying for it, quoting it, or taking part.
| Source | Examples | Evidence that AI answers use it | What to check first |
|---|---|---|---|
| Consumer finance publishers and comparison sites | NerdWallet, Bankrate, The Points Guy | More than 62% of citations in the credit card index; NerdWallet in the top 10 cited domains on three assistants (both above) | Send them the same rates and terms your pages state. Advisers that pay for a rating, a logo, or placement must disclose it beside the rating (SEC risk alert (opens in a new tab)) |
| Communities | r/CreditCards, r/churning, and other forums | 38% of advanced travel-card prompts in the credit card index; Reddit in about 62% of decision-stage responses across industries (both above) | Employees disclose their employer (FTC Endorsement Guides). A FINRA member's retail communications posted on online interactive forums must be supervised like correspondence (Rule 2210 (opens in a new tab)) |
| Regulator records | FINRA BrokerCheck | No citation study found | FINRA members must link to BrokerCheck from their websites (Rule 2210, above) |
| Review sites and ratings | Google reviews on adviser profiles; G2 for financial software | 45% of software buyers say review-site citations are the most confidence-inspiring signal in an AI answer (opens in a new tab); review sites (38%) overtook AI chatbots (37%) as the top influence on software shortlists (opens in a new tab) | The SEC's testimonial and rating conditions, the FTC rule, and Google's review policy (all above) |
| Your own product, rate, and branch pages | Rate tables, fee schedules, disclosures, branch pages | Bank-owned pages led for location-based questions; issuer pages were cited for APRs, terms, and disclosures (both above) | Regulations Z and DD and the FDIC rule apply to pages that advertise credit or deposit accounts |
| Analyst firms (for financial software) | Gartner | Gartner was among the 10 most-cited domains on Google AI Overviews (0.7% of citations) and Perplexity (1.0%) (opens in a new tab); 13% of technology buyers used analyst reports in their purchase decision, a 63% decrease since 2022 (opens in a new tab) | Whether the rating provider's terms allow the quote you plan to use (our recommendation) |
What the evidence does not show. None of these studies measured whether publisher listings were paid, and none measured how often assistants name individual advisers, banks, or fintech apps rather than publishers. The studies do not show that a listing causes a recommendation; established companies tend to have listings anyway (our reading).
Our recommendations:
- Send publishers the same rates, fees, and terms as your own pages, and ask for corrections when a listing is wrong or out of date.
- Take part in communities under your own name and say where you work. Google says "seeking inauthentic 'mentions' across the web isn't as helpful as it might seem" (opens in a new tab). The evidence on brand mentions has its own guide.
- Before paying for a rating, award, or placement, ask three questions. Does payment affect inclusion or rank? What date and period does the rating cover? Can you show the rater, the date, and the payment beside the badge?
- Ask every client for reviews the same way, with no reward, and route any use of reviews in advertising through compliance.
How to measure SEO and AEO for a financial company
Measure AI visibility as a rate across repeated runs, per assistant, per product line, and per type of question (educational, best-for, rates and fees, and questions about your company by name), and connect it to applications and leads by asking new customers how they found you. A screenshot of one answer shows little, because answers change from run to run (see above).
Change one thing at a time, keep a group of pages you did not change, and record the date of each change. In the only controlled field study found, ChatGPT referrals to pages that were not changed grew 3.5 times over the same period (opens in a new tab) (preprint; one site), so a before-and-after comparison without a control would have credited that growth to the changes. FINRA members already keep dated records of each communication and who approved it under Rule 2210, which gives them a change log (our observation). Our recommendation: write test prompts from generic questions, never from customer details.
How to do SEO and AEO for a fintech or financial services company
These steps are recommendations. Each draws on the evidence above.
- Map the rules that apply to each product and page, using the table above, and decide who approves each change. For FINRA members, that is a registered principal before first use.
- List the questions buyers ask, by product and by type of question, in their words, from support tickets, sales calls, and search data. Remove customer details.
- Publish the regulated facts as text: rates as APR or APY with their conditions, fees, partner banks, registrations, and the disclosures each rule requires, placed beside the claims they qualify.
- Make the pages crawlable and indexable, allow the search crawlers, and keep rates and disclosures in the HTML rather than in images, PDFs, or scripts.
- Make regulator records, partner-bank disclosures, profiles, and publisher listings state the same facts as your site.
- Earn coverage with publishers and in communities within the rules on endorsements, and check every paid rating or placement with the three questions above.
- Ask for reviews the same way from every client, with no reward, and route any use of reviews in advertising through compliance.
- Measure with a fixed prompt panel and an intake question, change one thing at a time, and keep dated copies of each version of a page.
Checklist for fintech and financial services
| Check | How to verify | Pass when | Source |
|---|---|---|---|
| Rules mapped | List each product and page with its regulator and rules | Every page has an owner and an approver | FINRA Rule 2210 (opens in a new tab); SEC Marketing Rule (opens in a new tab) |
| Approval before publication | Check the approval record for recent page changes | Each change approved before it went live (required for FINRA members) | FINRA Rule 2210(b) (opens in a new tab) |
| Rates stated correctly | Search the site for "%" | Deposit rates say "annual percentage yield" with their conditions; credit rates say "annual percentage rate" | Regulation DD § 1030.8 (opens in a new tab); Regulation Z § 1026.24 (opens in a new tab) |
| No "free" with fees | Search for "free" and "no cost" | None on accounts that can carry a maintenance or activity fee | Regulation DD § 1030.8(a) (opens in a new tab) |
| Deposit insurance statements | Read every page and app store listing that mentions FDIC | Partner bank named; "not a bank" statement; pass-through conditions; no FDIC terms or images on uninsured products without the disclaimer | 12 C.F.R. § 328.102 (opens in a new tab) |
| Digital sign (insured banks) | View the homepage, login page, and first account-opening page | FDIC official digital sign shown by April 1, 2027 | FIL-3-2026 (opens in a new tab) |
| Testimonials and reviews | Read each testimonial and how it was obtained | Required disclosures beside it; no reward for reviews | SEC Marketing Rule (b) (opens in a new tab); FINRA Rule 2210(d)(6) (opens in a new tab) |
| Ratings and awards | Check each badge | Rater, date, period, and any payment shown beside it | SEC Marketing Rule (c) (opens in a new tab) |
| Disclosures visible | Check for hyperlinked, footer, tooltip, or small-font disclosures | Disclosures sit beside the claim at comparable prominence | SEC risk alert (opens in a new tab); 16 C.F.R. § 465.1 (opens in a new tab) |
| Performance and projections | Read every page with returns | Net shown with gross; no projections in FINRA members' communications | SEC Marketing Rule (d) (opens in a new tab); FINRA Rule 2210(d)(1)(F) (opens in a new tab) |
| BrokerCheck link (FINRA members) | View the retail home page and each representative's profile | A readily apparent BrokerCheck link on each | FINRA Rule 2210(d)(8) (opens in a new tab) |
| AI claims supported | List every claim about AI features | Each has a file that supports it | SEC Press Release 2024-36 (opens in a new tab); FTC substantiation policy (opens in a new tab) |
| Chat assistant supervised | Open the chat as a new visitor and ask rate and insurance questions | It says it is AI; answers match approved text; conversations are kept as your rules require | FINRA advertising FAQ (opens in a new tab) |
| Crawlers allowed and facts in HTML | Read robots.txt and firewall settings; view the source with JavaScript turned off | Search crawlers get 200 responses; rates and disclosures appear as text | OpenAI crawler documentation (opens in a new tab); Vercel (opens in a new tab) |
| Same facts everywhere | Compare the site, regulator records, app stores, partner pages, and publisher listings | Names, registrations, partner banks, rates, and fees match | Consistent claims raised citation odds (opens in a new tab) |
| Measurement in place | Prompt log, analytics, intake question | Repeated runs per assistant and product line, with intervals; intake question live | Runs per prompt (opens in a new tab) |
What the evidence shows and does not show
| Claim tested | What the evidence shows | Strength |
|---|---|---|
| Many consumers use AI assistants for money questions | 26% have used a chatbot for personal finance questions (opens in a new tab); 40% have sought AI help to manage their finances (opens in a new tab) | Moderate (surveys; shares differ by wording) |
| People trust AI financial advice | Divided: 45% would trust it and 55% would not (opens in a new tab) | Moderate (one survey) |
| AI Overviews concentrate on educational finance questions | 67% of educational finance keywords against 8% of stock tickers (opens in a new tab) | Moderate (one vendor's tracking) |
| Publishers supply most citations in answers about which product to choose | More than 62% of credit card citations went to three publishers (opens in a new tab); NerdWallet is a top-10 cited domain (opens in a new tab) | Weak to moderate (vendor studies; one method not published) |
| Provider pages lead for location-based questions | 48.2% of financial services citations went to brand-owned websites (opens in a new tab) | Weak to moderate (one vendor) |
| Organic rank predicts AI Overview citations in finance | Only 32.2% of finance AI Overview citations also ranked organically (opens in a new tab) | Weak to moderate (one vendor) |
| Structured data earns AI citations | No reliable lift in a matched study (opens in a new tab) | Moderate evidence against |
| Compliant pages are cited less than aggressive marketing | Not studied | No evidence |
| A financial company can expect a known time to its first AI recommendation | A review of 45 studies found no technique with a stable, longitudinal, cross-platform causal effect (opens in a new tab) | No evidence |
Antipatterns in fintech marketing
Each antipattern below is common in financial marketing and fails for a documented reason.
Frequently asked questions
Does AI search matter for fintech companies?
The behavior says it does: 26% of U.S. adults have asked an AI chatbot personal finance questions (opens in a new tab), and AI-driven visits to financial services sites grew 158% year over year in early 2026 (opens in a new tab) (vendor data). The returns are harder to measure, because AI referrals are a small share of visits (see the measurement section). In our view, the lowest-cost parts of the work, such as rates stated as text with their conditions, clear deposit insurance statements, and consistent facts across listings, also serve people who never use an assistant, and several are required anyway. Is AEO worth it? What the evidence says reviews the general case.
Can a small fintech compete with big banks in AI answers?
Established brands start ahead: across more than 100 brands tracked from March to May 2026, global household names appeared in 73% of relevant AI answers on their first run, mid-market and regional brands in 44%, and niche and small brands in 11% (opens in a new tab) (preprint; the author works for the tracking platform studied). Small, checkable differences can matter: in lab tests with consumer products, a well-known brand was recommended every time when products had the same specifications, but that advantage disappeared when a competitor had less than a 0.1-star rating advantage (opens in a new tab) (preprint). Our recommendation: start with specific questions where fewer incumbents compete, such as a particular account feature, fee, or customer group, and make sure publishers and your own pages state your terms correctly.
Can financial advisers use Google reviews in their marketing?
This is a compliance question; ask your compliance staff or counsel. Under the SEC's Marketing Rule, a current client's statement about their experience is a testimonial, and using it in an advertisement requires clear and prominent disclosures and, if the client was paid, further conditions (opens in a new tab). SEC examiners have faulted advisers that copied reviews from third-party websites onto their own sites without the disclosures, and advisers that gave clients gift cards for reviews (opens in a new tab). Google bans incentives for any review and selective requests for positive reviews, and allows businesses to ask for reviews of genuine experiences "without offering incentives to do so or attempting to influence the rating or the contents of the review" (opens in a new tab).
Do FINRA's rules apply to AI chatbots and AI-written content?
Yes. FINRA says its content standards apply "whether member firms' communications are generated by a human or technology tool" (opens in a new tab), and its FAQ says firms are responsible for AI-created communications and must supervise chatbot communications (opens in a new tab). The SEC's Marketing Rule makes no exception for AI-generated advertisements either (our reading of the rule text).
Is a fintech company's website an advertisement?
Usually, under one rule or another. For a registered adviser, an advertisement includes any communication to more than one person that offers its advisory services (opens in a new tab). For a FINRA member, a communication made available to more than 25 retail investors within 30 days (opens in a new tab) is a retail communication. For deposit accounts, an advertisement is "a commercial message, appearing in any medium," (opens in a new tab) that promotes an account's availability or terms. Which rules apply to your pages is a question for your compliance staff or counsel.
How much does fintech SEO or AEO cost, and which agency should we hire?
We found no published survey of what financial companies pay for SEO or AEO. A software company that sells its own AEO product puts agency work at about $3,000 and up for a one-time audit or sprint, and about $9,000 to $15,000 or more a month for ongoing programs (opens in a new tab) (September 2026); the index of what AEO costs compares published prices. AEO HQ sells this work itself (see Answer engine optimization (AEO) services), so we have an interest, and we do not rank agencies. Google says third-party tools "can't guarantee performance," and lists AEO and GEO tools among the services to evaluate critically (opens in a new tab). How to choose an AEO or GEO agency lists the questions to ask; for a financial company, add one: who checks the agency's copy against the SEC, FINRA, CFPB, and FDIC rules that apply to you, and who approves it on your side?
How long does it take?
No study has measured it. A 2026 review of 45 studies found no technique with a stable, longitudinal, cross-platform causal effect on organic discoverability (opens in a new tab) (preprint), so there is no evidence base for a timeline. Google says crawling a URL "can take anywhere from a few days to a few weeks" (opens in a new tab), and approval steps can add time for regulated firms (our reading). Treat a promised timeline as a sales claim.
Next steps
AEO HQ sells this work at fixed, published prices, from a $499 automated audit to $8,995 for an audit, a plan, and technical implementation that includes analytics setup. We do not give legal or compliance advice: your compliance staff or counsel approve every claim before it is published. See the prices and what each package includes.
Change log
- September 28, 2026: First published.
Sources
- FINRA. (n.d.). Rule 2210. Communications with the public. FINRA Rulebook. Retrieved September 27, 2026, from https://www.finra.org/rules-guidance/rulebooks/finra-rules/2210 (opens in a new tab)
- Investment adviser marketing, 17 C.F.R. § 275.206(4)-1 (via Legal Information Institute). Retrieved September 27, 2026, from https://www.law.cornell.edu/cfr/text/17/275.206(4)-1 (opens in a new tab)
- Authority, purpose, coverage, and effect on state laws, 12 C.F.R. § 1030.1 (Regulation DD) (via Legal Information Institute). Retrieved September 27, 2026, from https://www.law.cornell.edu/cfr/text/12/1030.1 (opens in a new tab)
- Google. (2026, June 5). Google Search's guidance on using third-party SEO tools, services, and advice. Google Search Central. https://developers.google.com/search/docs/fundamentals/third-party-seo (opens in a new tab)
- AEO HQ. (2026). Keyword demand data from Ahrefs Keywords Explorer (API v3), United States [Unpublished data set; pulled September 27, 2026]. https://www.aeohq.ai/methodology (opens in a new tab)
- Advertising, 12 C.F.R. § 1026.24 (Regulation Z) (via Legal Information Institute). Retrieved September 27, 2026, from https://www.law.cornell.edu/cfr/text/12/1026.24 (opens in a new tab)
- Advertising, 12 C.F.R. § 1030.8 (Regulation DD) (via Legal Information Institute). Retrieved September 27, 2026, from https://www.law.cornell.edu/cfr/text/12/1030.8 (opens in a new tab)
- Google. (2025, December 10). Creating helpful, reliable, people-first content. Google Search Central. https://developers.google.com/search/docs/fundamentals/creating-helpful-content (opens in a new tab)
- Google. (2025, September 11). Search quality evaluator general guidelines. https://static.googleusercontent.com/media/guidelines.raterhub.com/en//searchqualityevaluatorguidelines.pdf (opens in a new tab)
- El Issa, E. (2026, July 22). Data: Americans are using chatbots for financial advice. Risky or rewarding? NerdWallet. https://www.nerdwallet.com/finance/studies/using-ai-for-personal-finances (opens in a new tab)
- White, J. (2026, July). Banking and payments intelligence report: July 2026. J.D. Power. https://www.jdpower.com/business/news/july-2026-financial-health-report (opens in a new tab)
- Adobe Digital Insights. (2026, April). Quarterly AI traffic report [Report]. Adobe. https://business.adobe.com/resources/sdk/.2026-q2-ai-traffic-report/q2-2026-adi-ai-sourced-traffic-insights.pdf (opens in a new tab)
- Loktionova, M. (2026, July 8). How AI tools shape the B2B buying process: A survey of 600+ US business professionals. Semrush. https://www.semrush.com/blog/how-ai-shapes-b2b-buying/ (opens in a new tab)
- G2. (2026, April 15). New G2 research: Half of B2B software buyers now start their research with AI chatbots [Press release]. PR Newswire. https://www.prnewswire.com/news-releases/new-g2-research-half-of-b2b-software-buyers-now-start-their-research-with-ai-chatbots-302742807.html (opens in a new tab)
- TrustRadius. (2026, July 15). TrustRadius 2026 B2B Buying Disconnect report reveals AI has changed how buyers research, but not what they trust [Press release]. PR Newswire. https://www.prnewswire.com/news-releases/trustradius-2026-b2b-buying-disconnect-report-reveals-ai-has-changed-how-buyers-research-but-not-what-they-trust-302825792.html (opens in a new tab)
- Google. (2026, July 10). Optimizing your website for generative AI features on Google Search. Google Search Central. https://developers.google.com/search/docs/fundamentals/ai-optimization-guide (opens in a new tab)
- OpenAI. (n.d.). Searching the web with ChatGPT [Help Center article]. Retrieved September 27, 2026, from https://help.openai.com/en/articles/9237897-chatgpt-search (opens in a new tab)
- BrightEdge. (2026, January 29). 18 months of AI Overviews: What healthcare tells us about where finance is headed. https://www.brightedge.com/resources/weekly-ai-search-insights/ai-overviews-healthcare-insights-for-finance (opens in a new tab)
- BrightEdge. (2025, September 18). AI Overview citations now 54% from organic rankings. https://www.brightedge.com/resources/weekly-ai-search-insights/rank-overlap-after-16-months-of-aio (opens in a new tab)
- 5W Public Relations. (2026). Credit cards AI visibility index 2026. Retrieved September 27, 2026, from https://www.5wpr.com/ai-visibility-index/credit-cards-ai-visibility-index-2026/ (opens in a new tab)
- Lafferty, N. (2025, June 5; updated August 2025). AI platform citation patterns: How ChatGPT, Google AI Overviews, and Perplexity source information. Profound. https://www.tryprofound.com/blog/ai-platform-citation-patterns (opens in a new tab)
- Yext. (2025, October 9). Yext research: 86% of AI citations come from brand-managed sources, clarifying how marketers can compete in the AI search era [Press release]. https://www.yext.com/about/news-media/ai-citations-release (opens in a new tab)
- Chen, M., Wang, X., Chen, K., & Koudas, N. (2025). Generative engine optimization: How to dominate AI search (arXiv:2509.08919) [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2509.08919 (opens in a new tab)
- Flanigan, R. (n.d.). Where AI gets its buying advice [BOFU data study]. Siege Media. Retrieved September 27, 2026, from https://www.siegemedia.com/research/ai-buying-advice (opens in a new tab)
- Fishkin, R. (2026, January 28). NEW research: AIs are highly inconsistent when recommending brands or products; marketers should take care when tracking AI visibility. SparkToro. https://sparktoro.com/blog/new-research-ais-are-highly-inconsistent-when-recommending-brands-or-products-marketers-should-take-care-when-tracking-ai-visibility/ (opens in a new tab)
- Prohibition, 12 C.F.R. § 328.102 (via Legal Information Institute). Retrieved September 27, 2026, from https://www.law.cornell.edu/cfr/text/12/328.102 (opens in a new tab)
- FINRA. (n.d.). BrokerCheck: Find a broker, investment or financial advisor. Retrieved September 27, 2026, from https://brokercheck.finra.org/ (opens in a new tab)
- AEO HQ. (2026). Industry evidence for the SEO+ industry pages [Unpublished research dossier, track 08; search suggestions and forum thread titles collected September 27, 2026]. https://www.aeohq.ai/methodology (opens in a new tab)
- G2. (2026, July 22). AI is making software easier to find and harder to buy, according to new G2 research [Press release]. PR Newswire. https://www.prnewswire.com/news-releases/ai-is-making-software-easier-to-find-and-harder-to-buy-according-to-new-g2-research-302831346.html (opens in a new tab)
- MADX Digital. (2026, August). FinTech SEO: The ultimate guide in 2026. https://www.madx.digital/learn/seo-for-fintech (opens in a new tab)
- Prohibiting unfair, deceptive, or abusive acts or practices, 12 U.S.C. § 5531 (via Legal Information Institute). Retrieved September 27, 2026, from https://www.law.cornell.edu/uscode/text/12/5531 (opens in a new tab)
- Federal Deposit Insurance Corporation. (2026, January 22). Notice of final rulemaking on FDIC official signs, advertisement of membership, false advertising, misrepresentation of insured status, and misuse of the FDIC's name or logo (FIL-3-2026). https://www.fdic.gov/news/financial-institution-letters/2026/notice-final-rulemaking-fdic-official-signs-advertisement (opens in a new tab)
- U.S. Securities and Exchange Commission. (2024, March 18). SEC charges two investment advisers with making false and misleading statements about their use of artificial intelligence (Press Release 2024-36). https://www.sec.gov/newsroom/press-releases/2024-36 (opens in a new tab)
- U.S. Securities and Exchange Commission. (2024, September 9). SEC charges nine investment advisers in ongoing sweep into marketing rule violations (Press Release 2024-121). https://www.sec.gov/newsroom/press-releases/2024-121 (opens in a new tab)
- U.S. Securities and Exchange Commission, Division of Examinations. (2025, December 16). Additional observations regarding advisers' compliance with the Advisers Act Marketing Rule [Risk Alert]. https://www.sec.gov/files/exams-riskalert-mrkt-rule-2512-508.pdf (opens in a new tab)
- FINRA. (2024, June 27). FINRA reminds members of regulatory obligations when using generative artificial intelligence and large language models (Regulatory Notice 24-09). https://www.finra.org/rules-guidance/notices/24-09 (opens in a new tab)
- FINRA. (n.d.). Frequently asked questions about advertising regulation. Retrieved September 27, 2026, from https://www.finra.org/rules-guidance/guidance/faqs/advertising-regulation (opens in a new tab)
- Definitions, 12 C.F.R. § 1030.2 (Regulation DD) (via Legal Information Institute). Retrieved September 27, 2026, from https://www.law.cornell.edu/cfr/text/12/1030.2 (opens in a new tab)
- Consumer Financial Protection Bureau. (2025, May 12). Interpretive rules, policy statements, and advisory opinions; withdrawal. Federal Register (Doc. 2025-08286). https://www.federalregister.gov/documents/2025/05/12/2025-08286/interpretive-rules-policy-statements-and-advisory-opinions-withdrawal (opens in a new tab)
- Federal Trade Commission. (2024, August 14). Federal Trade Commission announces final rule banning fake reviews and testimonials [Press release]. https://www.ftc.gov/news-events/news/press-releases/2024/08/federal-trade-commission-announces-final-rule-banning-fake-reviews-testimonials (opens in a new tab)
- Federal Trade Commission. (2024, November). The Consumer Reviews and Testimonials Rule: Questions and answers. https://www.ftc.gov/business-guidance/resources/consumer-reviews-testimonials-rule-questions-answers (opens in a new tab)
- Definitions, 16 C.F.R. § 465.1 (Trade Regulation Rule on the Use of Consumer Reviews and Testimonials) (via Legal Information Institute). Retrieved September 27, 2026, from https://www.law.cornell.edu/cfr/text/16/465.1 (opens in a new tab)
- Federal Trade Commission. (2025, December 22). FTC warns 10 companies about possible violations of the agency's new consumer review rule [Press release]. https://www.ftc.gov/news-events/news/press-releases/2025/12/ftc-warns-10-companies-about-possible-violations-agencys-new-consumer-review-rule (opens in a new tab)
- Disclosure of material connections, 16 C.F.R. § 255.5 (Guides Concerning the Use of Endorsements and Testimonials in Advertising) (via Legal Information Institute). Retrieved September 27, 2026, from https://www.law.cornell.edu/cfr/text/16/255.5 (opens in a new tab)
- Federal Trade Commission. (1984, November 23). FTC policy statement regarding advertising substantiation. https://www.ftc.gov/legal-library/browse/ftc-policy-statement-regarding-advertising-substantiation (opens in a new tab)
- Federal Trade Commission. (2024, September 25). FTC announces crackdown on deceptive AI claims and schemes [Press release]. https://www.ftc.gov/news-events/news/press-releases/2024/09/ftc-announces-crackdown-deceptive-ai-claims-schemes (opens in a new tab)
- Federal Trade Commission. (1979, August 13). Statement of policy regarding comparative advertising. https://www.ftc.gov/legal-library/browse/statement-policy-regarding-comparative-advertising (opens in a new tab)
- European Commission. (2026, July 24). Transparency obligations under Article 50 of the AI Act [FAQ]. Shaping Europe's Digital Future. https://digital-strategy.ec.europa.eu/en/faqs/transparency-obligations-under-article-50-ai-act (opens in a new tab)
- Vishwakarma, R., Kumar, S., & Jamidar, R. (2026). What gets cited: Competitive GEO in AI answer engines. In Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 4950–4954). ACM. https://doi.org/10.1145/3805712.3808445 (opens in a new tab)
- Lee, Y., Ye, X., & Choi, E. (2024). AmbigDocs: Reasoning across documents on different entities under the same name. In Proceedings of the First Conference on Language Modeling (COLM 2024). https://doi.org/10.48550/arXiv.2404.12447 (opens in a new tab)
- Google. (2026, September 8). Organization (Organization) structured data. Google Search Central. https://developers.google.com/search/docs/appearance/structured-data/organization (opens in a new tab)
- Linehan, L. (2026, May 11). We tracked 1,885 pages adding schema. AI citations barely moved. Ahrefs. https://ahrefs.com/blog/schema-ai-citations/ (opens in a new tab)
- Google. (n.d.). Guidelines for representing your business on Google. Google Business Profile Help. Retrieved September 27, 2026, from https://support.google.com/business/answer/3038177 (opens in a new tab)
- Google. (n.d.). Tips to improve your local ranking on Google. Google Business Profile Help. Retrieved September 27, 2026, from https://support.google.com/business/answer/7091 (opens in a new tab)
- Google. (n.d.). Prohibited & restricted content. Maps User Generated Content Policy Help. Retrieved September 27, 2026, from https://support.google.com/contributionpolicy/answer/7400114 (opens in a new tab)
- OpenAI. (n.d.). Overview of OpenAI crawlers. OpenAI Developers. Retrieved September 27, 2026, from https://developers.openai.com/api/docs/bots (opens in a new tab)
- Anthropic. (2026, April 7). Does Anthropic crawl data from the web, and how can site owners block the crawler? Claude Help Center. https://support.claude.com/en/articles/8896518-does-anthropic-crawl-data-from-the-web-and-how-can-site-owners-block-the-crawler (opens in a new tab)
- Perplexity. (n.d.). Perplexity crawlers. Perplexity Docs. Retrieved September 27, 2026, from https://docs.perplexity.ai/guides/bots (opens in a new tab)
- Google. (2025, December 10). AI features and your website. Google Search Central. https://developers.google.com/search/docs/appearance/ai-features (opens in a new tab)
- Zecchini, G., Moore, A. A., Ubl, M., & Siddle, R. (2024, December 17). The rise of the AI crawler. Vercel. https://vercel.com/blog/the-rise-of-the-ai-crawler (opens in a new tab)
- Madhavan, K. (2025, October 8). Optimizing your content for inclusion in AI search answers. Microsoft Advertising Blog. https://about.ads.microsoft.com/en/blog/post/october-2025/optimizing-your-content-for-inclusion-in-ai-search-answers (opens in a new tab)
- Schulte, J., Bleeker, M., & Kaufmann, P. (2026). Don't measure once: Measuring visibility in AI search (GEO) (arXiv:2604.07585) [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2604.07585 (opens in a new tab)
- Miller, E. (2024). Adding error bars to evals: A statistical approach to language model evaluations (arXiv:2411.00640) [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2411.00640 (opens in a new tab)
- Bowyer, S., Aitchison, L., & Ivanova, D. R. (2025). Position: Don't use the CLT in LLM evals with fewer than a few hundred datapoints. In Proceedings of the 42nd International Conference on Machine Learning (Proceedings of Machine Learning Research, Vol. 267). https://proceedings.mlr.press/v267/bowyer25a.html (opens in a new tab)
- Madhavan, K., Merchant, M., Canel, F., & Nigam, S. (2026, February 10). Introducing AI Performance in Bing Webmaster Tools public preview. Bing Webmaster Blog. https://blogs.bing.com/webmaster/February-2026/Introducing-AI-Performance-in-Bing-Webmaster-Tools-Public-Preview (opens in a new tab)
- Google. (2026). Generative AI performance report [Search Console Help]. Retrieved September 27, 2026, from https://support.google.com/webmasters/answer/16984139 (opens in a new tab)
- Google. (2026). Default channel group [Analytics Help]. Retrieved September 27, 2026, from https://support.google.com/analytics/answer/9756891 (opens in a new tab)
- OpenAI. (2026). Publishers and developers – FAQ [Help Center article]. Retrieved September 27, 2026, from https://help.openai.com/en/articles/12627856-publishers-and-developers-faq (opens in a new tab)
- Belson, D., & Rhea, S. (2025, July 1). The crawl before the fall... of referrals: Understanding AI's impact on content providers. Cloudflare Blog. https://blog.cloudflare.com/ai-search-crawl-refer-ratio-on-radar/ (opens in a new tab)
- Linehan, L. (2025, February 6). 63% of websites receive AI traffic (new study of 3,000 sites). Ahrefs. https://ahrefs.com/blog/ai-traffic-study/ (opens in a new tab)
- Birkett, A. (2026, August 28). First-touch attribution captures 15% of our AI-sourced leads [Research]. Omniscient Digital. https://beomniscient.com/blog/first-touch-vs-self-reported-attribution-aeo/ (opens in a new tab)
- Watanabe, K., & Nakayashiki, K. (2026). Disentangling answer engine optimization from platform growth: A log-based natural experiment on ChatGPT referral traffic (arXiv:2606.04362) [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2606.04362 (opens in a new tab)
- Martinez, O. (2026). Optimizing visibility in generative engines: A critical survey of generative engine optimization (2023–2026) (arXiv:2607.14035) [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2607.14035 (opens in a new tab)
- Google. (2026, August 28). Spam policies for Google web search. Google Search Central. https://developers.google.com/search/docs/essentials/spam-policies (opens in a new tab)
- Kumar, P. (2026). Generative engine optimization at scale: Measuring brand visibility across AI search engines (arXiv:2606.20065) [Preprint]. arXiv. https://arxiv.org/abs/2606.20065 (opens in a new tab)
- Chu, X., & Hou, Y. (2026). Incumbent advantage: Brand bias and cognitive manipulation dynamics in LLM recommendation systems (arXiv:2606.17443) [Preprint]. arXiv. https://doi.org/10.48550/arXiv.2606.17443 (opens in a new tab)
- HubSpot. (2026, September 8). How much does AEO cost? A breakdown by approach. HubSpot Blog. https://blog.hubspot.com/marketing/how-much-does-aeo-cost (opens in a new tab)
- Google. (2025, December 10). Ask Google to recrawl your URLs. Google Search Central. https://developers.google.com/search/docs/crawling-indexing/ask-google-to-recrawl (opens in a new tab)
How to cite this page
Maxwell, P. (2026). SEO, AEO, and GEO for fintech and financial services. AEO HQ. Last updated September 28, 2026. https://www.aeohq.ai/industries/fintech
Example engagement
Case study
AEO audit for a B2B payments and AP automation company
A hypothetical B2B payments and AP automation company, used to show how AEO HQ's audit would run in fintech: buyer prompts, crawler checks, a register of regulated claims, and the report. No results.
More in Industries
Complete guide
SEO, AEO, and GEO by industry
What changes in SEO, AEO, and GEO from one industry to another, what stays the same, and how AEO HQ writes its industry guides.
Industry guide
SEO, AEO, and GEO for B2B SaaS companies
AEO for B2B SaaS: how software buyers use AI assistants, the sources they trust, and what SaaS companies should publish, fix, and measure.
Industry guide
SEO, AEO, and GEO for cybersecurity and IT services
SEO, AEO, and GEO for cybersecurity vendors and MSPs: what buyers are told to check, which sources AI cites, the rules on security claims, and what to measure.
Industry guide
SEO, AEO, and GEO for healthcare companies
AI search optimization for healthcare: how patients use AI to find care, which sources AI cites, the HIPAA and FTC rules that apply, and what to measure.
Industry guide
SEO, AEO, and GEO for law firms
Answer engine optimization for law firms: how clients use AI to find lawyers, which directories AI cites, the bar rules that apply, and what to measure.
Industry guide
SEO, AEO, and GEO for professional services firms
SEO, AEO, and GEO for accounting, tax, and consulting firms: how buyers use AI to find firms, what AI cites, the AICPA and IRS rules, and what to measure.