Modeled on Enterprise Bank, a cooperative group with about 200 local banks. Shared master content, local rates hidden in dropdowns, comparison answers that flattened the brand. Public pages on their domain. Same HTML for humans and AI.
“The group was not losing every comparison because the product was worse. It was losing because the answer had no local rate to quote, so the model used a national range or skipped the brand.”
This is an anonymized pattern study for Enterprise Bank. About 200 local banks share a master product set. Each bank sets its own rates, fees, and branch benefits. Legal has been nervous about duplicate content, so most local condition pages never shipped.
The live product pages keep rates behind client-side dropdowns. Crawlers fetch the shell, not the number. The PDFs that do hold the terms are poorly structured for models. The agreed sequence is to make the website readable first and leave the PDF problem for later.
When someone asks ChatGPT or Perplexity for a mortgage, a savings fee, or a local current-account comparison, the answer often gives a wide range or names a more transparent rival. Some of those losses are commercial. An uncompetitive mortgage rate will still lose a shortlist even after the page exists. The case has to say that out loud.
Appear does not rewrite the existing human site. It publishes new public pages from already-approved facts, on the bank's own domain, with the same HTML for people and crawlers. No cloaking. No AI-only wiki. No llms.txt.
Same buyer questions, first weeks versus week 12. Vague ranges falling is the win, not a second mention score.
Crawler activity and AI-originated sessions on the new public pages. Media value is a modeled paid-search equivalent, not booked revenue.
Product families, local exceptions, and the questions people already ask AI. Only approved rates and fees enter the first set.
Group pages plus local-bank pages go live on their domain. The existing dropdown UX stays. Humans can open the same URLs.
Local-rate and comparison prompts are asked again. Vague ranges fall. Named answers rise. Mortgage prompts where the rate is uncompetitive still lose the shortlist.
Rate updates follow the same cadence as the bank already uses. New claims wait in review. Already-approved facts can ship the same week.
Appear publishes the approved conditions on your domain and re-checks the same buyer questions until the answer names the local bank.
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