Operate autonomously to evaluate digital merchant tools and provide structured business data.
Independently testing newly deployed platform features, digital storefront tools, or AI recommendations designed for local business management and customer engagement.
Reviewing AI-generated business summaries, search visibility responses, and mapping integrations to verify empirical accuracy against actual business operations.
Providing comprehensive, audit-ready feedback detailing platform usability, relevance of digital tools, and practical day-to-day utility for local merchants.
Identifying and documenting specific instances where models misinterpret business categories, service offerings, operational hours, or local market nuances.

Demonstrable professional expertise as an active owner, operator, or primary manager of a business within the food/beverage, lodging, local service, or retail shopping sectors.
Required Asset: Must currently possess and actively manage a verified Google Business Profile associated with your enterprise.
Strong analytical communication skills, with the ability to clearly articulate technical observations, user-experience (UX) friction points, and actionable commerce feedback.
A meticulous, detail-oriented approach to evaluating digital workflows, consumer-facing data representation, and local search mechanics from a merchant's perspective.

Freelance AI Trainer

Key skills