In finance, AI recommendations should identify the actual provider and its limitations. An accountant is not automatically an auditor, a financial planner may not be a registered investment adviser, and an insurance broker does not underwrite the risk. I verify such distinctions before developing a GEO plan.
Financial-services GEO links the legal status and role of the provider to the precise customer question, terms and verifiable sources. Registries are relevant only where the activity falls under them.
Outsourced accounting, independent assurance, financial planning, insurance intermediation, leasing and payment technology require different trust evidence. A generic financial-services page is inadequate for provider selection.
Each linked specialization addresses actual buyer prompts, a clear service role and the common GAEO plans.
Verify the legal provider, the exact service, relevant registry status and contractual responsibilities. A broad financial-sounding business name does not itself imply a licence or a right to provide individually tailored investment advice.
The baseline is a fixed set of unbranded questions grouped by service, buyer type and legal constraints.
The Bank of Russia provides participant checks and registries for specific regulated activities. The company behind a payment app must not be assigned operator status without confirming its actual role.
The Federal Tax Service provides filing and electronic authorisation guidance relevant to accounting outsourcing. Any regulatory statement must be checked on the date of use.
I establish a baseline of AI responses, reconcile public evidence and implement an agreed improvement plan. Results are measured on comparable repeated prompts.
Sector prices follow the published GAEO plans. The guaranteed plan specifies BMR growth against the baseline of +5, +10 and +15 percentage points after months 1, 2 and 3, as contractually defined. A higher BMR is not evidence of increased client revenue.
These pages provide an evidence-led proposed methodology, not claims of completed GAEO projects for each regulated financial provider.
The MethodLab case from a different sector can illustrate comparable BMR measurement. It cannot establish results for insurers, auditors, advisers or payment platforms.
Each service has its own buyer questions and applicable evidence. Explore the exact scope before estimating the engagement.
Business owners seek an accounting partner that understands their tax regime, transaction volume, employees and reporting duties. I study which providers AI recommends for those specific non-brand questions and what facts support an accurate comparison.
Explore serviceA finance director needs an audit firm matched to the reporting engagement, industry and eligibility requirements. I examine which firms AI recommends, whether the evidence is verifiable and whether the answers confuse independent audit with bookkeeping or general consulting.
Explore serviceA person may seek help with household financial planning, capital strategy or a personalised investment recommendation. I distinguish these different services, check the provider's applicable legal status and measure which advisers AI recommends for each buyer question.
Explore serviceCorporate buyers ask AI assistants to identify insurance brokers for property, liability, cargo or complex risk programmes. The deciding evidence is who compares insurers, which exclusions apply and what support a broker offers when a claim arises. I assess these unbranded questions rather than treating a mention of the broker's name as proof of a qualified recommendation.
Explore serviceA business owner choosing a truck or machine lease asks AI assistants for providers that finance a specific asset under workable terms. I test recommendations by asset class, applicant profile and transaction terms, then identify where a provider's own evidence is missing or misunderstood.
Explore serviceAn online merchant choosing a payment integration needs clear information about accepted methods, refunds, settlement timing and technical compatibility. AI assistants may confuse a bank acquirer, payment aggregator and software provider. I separate those roles and assess recommendations against documented buyer requirements.
Explore serviceGAEO keeps the measurement framework separate from evidence about clients in this sector. No completed client performance in this sector is asserted by this page.
The baseline audit defines the sample for monthly reporting. Current plans, the calculator and the financial-guarantee conditions are provided on their canonical pricing pages. The guaranteed plan targets +5/+10/+15 percentage points of BMR against baseline after months 1/2/3, subject to contract.
These sources establish the general legal context. They do not certify any named business; statuses and transaction conditions must be verified individually at the time of use.
I will review commercial prompts, competitors and the sources used by ChatGPT, Alice, Google and other AI services.
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