“brand that ends up named is the candidate the model surfaced and could best support with what it recalled.”
Even if context contains five good CRM options, the model may still prefer HubSpot or Salesforce because those brands have stronger representation in training data.
Yup, this: https://dejan.ai/concepts/primary-bias