Example only. This score does not describe a real institution.
Across three answer environments and three comparison institutions.
Checking and lending questions, with up to ten branches sampled.
What the example tests
Can a prospective customer find, verify, and act?
The sample prompt set moves from broad discovery to product comparison, location and eligibility questions, trust and proof, and the next step toward application or contact.
Every observation is time-stamped and reviewed for which institutions appear, how they are framed, which sources support the response, whether key facts are accurate, and where the answer sends the user next.
Illustrative findings
Where the signal breaks.
Unbranded answer visibility
12%LowThe institution appeared in six of 50 illustrative observations.
Source citation share
8%LowOwned or directly corroborating sources appeared infrequently.
Branch answer readiness
34%At riskLocation and service facts were inconsistent or hard to verify.
Conversion path clarity
61%FairA next step existed, but comparison and qualification content was thin.
Illustrative priority
Build answer-ready checking and lending comparison pages.
A high-leverage first move would consolidate eligibility, rates and fee context, service-area facts, comparison criteria, and clear next steps into useful pages that can be reviewed by both people and machines.
Supporting work would align branch facts, strengthen internal links, make structured data match visible content, and pursue legitimate third-party corroboration where the institution has earned it.
Interpretation limits
This is a decision aid, not a ranking guarantee.
- AI answers can vary by model, mode, user context, location, and date.
- A 50-prompt set is a purposeful sample, not every question a customer could ask.
- Visibility movement does not by itself prove incremental revenue.
- This illustrative report contains no customer data and makes no claim about a real institution.