Mixpanel vs SurveyMonkey

Shift to Omnipresent AI Listening Revolutionizes VoC Programs

CMSWire's analysis argues that traditional Voice of Customer (VoC) programs are outdated, relying on periodic, post-facto sampling. The industry is shifting toward 'Omnipresent Customer Listening,' a continuous, AI-driven approach that synthesizes direct (surveys), indirect (social, support), and inferred (behavioral telemetry) signals. Human teams can only sample 2-5% of interactions, while NLP evaluates 100% of unstructured data in real time. The article outlines a multi-signal taxonomy and three operational tiers to convert insights into action: in-flight interaction recovery, closed-loop governance, and predictive churn prevention. It recommends enterprises unify data streams (O-Data + X-Data) into CDPs or data warehouses, define friction triggers, and automate interventions via pipelines to engineering. The shift positions AI listening as the core nervous system of digital enterprises, replacing reactive survey-based approaches with predictive, operational intelligence.

• Human teams can manually analyze only 2% to 5% of total customer interactions.
• Modern NLP evaluates 100% of unstructured conversations and behavioral logs in real time.
• The article defines three signal layers: direct, indirect, and inferred.

Brands revive human-staffed phone lines amid AI fatigue

Amid growing consumer frustration with AI customer service, several direct-to-consumer brands like Sproos, Made In, and Trade Coffee are reintroducing human-staffed phone lines as a differentiator. A SurveyMonkey study found that 79% of Americans prefer human interaction over AI agents. These brands report increased customer loyalty and deeper insights into customer journeys through phone conversations. The trend highlights a backlash against over-automation and a strategic move to blend human touch with digital efficiency, with some brands even training staff to provide expert advice and sharing call insights with marketing teams.

• 79% of Americans strongly prefer interacting with a human over an AI agent (SurveyMonkey study).
• Sproos, a DTC showerhead brand, launched a human-staffed phone line on Sundays through Fridays, receiving about 30 calls per day.
• Made In cookware operates an AI chatbot but also maintains a phone line, with staff using FaceTime and Zoom for customer assistance.

EU AI Act Disclosure Rules Shape Customer Service Bot Decisions

This CMSWire article examines how brands should determine when to use AI versus human agents in customer service, citing MIT research showing human-AI combinations often underperform the best human-only or AI-only systems. Consumer studies indicate a strong preference for humans in high-stakes interactions, but acceptance of AI for transactional tasks. The EU AI Act Article 50 transparency obligations, effective August 2, 2026, require clear disclosure when interacting with AI. The article argues that transparency, when done well, builds trust and can expand AI's role over time. It offers a framework based on friction, conditional preference, transparency, and frontline knowledge to guide where AI should handle interactions, emphasizing process redesign over simple task reassignment.

• EU AI Act Article 50 transparency obligations require clear disclosure when interacting with AI, effective August 2, 2026.
• MIT Center for Collective Intelligence reviewed 106 experiments and found human-AI combinations underperformed the best human-only or AI-only systems on average.
• Metrigy's 2025-26 consumer study found 84.7% prefer human agents, but 46% will use AI for specific transactional tasks.

SurveyMonkey announces 40 #1 rankings in G2’s Fall 2026 reports

SurveyMonkey announces 40 #1 rankings in G2’s Fall 2026 reports August 27, 2026