Yellow Tokens launches glossary for spontaneous customer feedback and SFIA

Yellow Tokens has published a public glossary in Barueri, Brazil, to standardize terms across customer feedback, customer experience, AI analysis and continuous improvement. The reference also defines Spontaneous Feedback Intelligence & Action, a framework the company says can turn unsolicited public feedback into priorities and action.

Why it matters: - The glossary gives customer experience teams a shared vocabulary for a field that now spans reviews, surveys, social listening, AI analysis, benchmarking and improvement work. - Yellow Tokens says the reference is meant to help organizations turn spontaneous customer signals into clearer priorities and structured action.

What happened: - Yellow Tokens published a public glossary for spontaneous customer feedback and customer experience terminology. - The glossary also defines Spontaneous Feedback Intelligence & Action, or SFIA, a category the company introduced. - The release was issued from Barueri, São Paulo, Brazil, on October 7, 2026. - The glossary is available at the Yellow Tokens glossary. - More information on SFIA is available at the SFIA overview.

The details: - The glossary covers terminology across customer feedback, reputation intelligence, competitive analysis and continuous improvement. - Yellow Tokens organized the reference by thematic areas instead of as a flat list of definitions. - Covered topics include feedback, reviews and public conversations. - Other sections cover customer experience and customer journeys. - The glossary also includes satisfaction metrics and indices. - Additional sections address reputation and brand perception. - The reference includes artificial intelligence, natural language processing and text analysis. - The glossary also covers action plans, continuous improvement, competition, benchmarking and strategy. - Defined terms include customer feedback, Voice of the Customer, solicited and unsolicited feedback, spontaneous feedback, social listening, customer sentiment, root-cause analysis, benchmarking, feedback prioritization, action plans and continuous improvement. - The glossary includes terminology used specifically within the Yellow Tokens framework, including SFIA and the Spontaneous Feedback Index. - Yellow Tokens defines spontaneous feedback as unsolicited input that consumers share voluntarily about products, services or brands, usually through public reviews, social media and other digital channels rather than company-run surveys. - SFIA links three components: spontaneous feedback, intelligence and action. - In SFIA, the feedback layer captures customer opinions and experience narratives shared voluntarily. - The intelligence layer organizes that material to identify themes, satisfaction drivers, root causes, operational patterns and competitive signals. - The action layer connects those findings to prioritization and improvement initiatives. - Yellow Tokens says the glossary is not meant to replace existing customer experience terminology. - The company says the goal is to clarify how established and emerging concepts relate as organizations move beyond structured feedback collection. - Voice of the Customer programs remain a method for collecting structured and solicited feedback. - Social listening provides visibility into public conversations and mentions. - Reputation management focuses on reviews, ratings and public perception. - Yellow Tokens says SFIA addresses how spontaneous customer signals can be transformed into priorities, action plans and continuous improvement processes. - The glossary is designed as an evolving public reference for customer experience teams, operations professionals, marketers, researchers, consultants and other practitioners.

Between the lines: - The release positions SFIA as a distinct framework, not just another listening tool, by separating collection, interpretation and action. - The glossary also signals an attempt to define a category before the market settles on common language. - By mapping related fields side by side, Yellow Tokens is framing spontaneous feedback as a bridge between customer sentiment and operational change.

What's next: - Yellow Tokens says the glossary will continue to evolve as a public reference. - The company is likely to use the glossary to support adoption of its SFIA framework and related platform language. - The broader customer feedback market may keep blending surveys, public data, AI and benchmarking, making shared terminology more important.