Observed Signal · Mar 17, 2026 · Product Launch · Source: https://martechseries.com/feed/ · Impact: 3/5 · Sentiment: Positive
Contentsquare Unveils AI Tools to Enhance Customer Journey Insights
Contentsquare expanded its experience-intelligence platform with new AI agent and analytics capabilities to track customer journeys across LLMs, ChatGPT apps, web and mobile. The update includes Sense Analyst, a configurable analytics agent that delivers contextualized, scheduled insights and a customizable Newsroom. Contentsquare added visibility into activity inside ChatGPT apps and prompt analytics, new LLM traffic analytics to distinguish AI-driven from human visitors and measure navigation and conversion, and a conversation intelligence solution (powered by its Loris acquisition) that captures support tickets, calls and in-product chats enriched with reviews and social signals. The company also exposed experience data to external AI assistants (Claude, Cursor, Microsoft Copilot) using the Model Context Protocol (MCP). The platform updates were unveiled at CX Circle London.
Provides brands with new measurement for AI/LLM-driven discovery and conversation flows, improving visibility into emerging channels (ChatGPT apps, LLM referrals) and enriching CX data — meaningful for MarTech measurement and optimization but not a major platform policy or industry-shifting change.
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Key Takeaways & Evidence Grounding
- Contentsquare launched configurable AI analytics agent 'Sense Analyst' to surface contextualized insights and scheduled reports.
- Contentsquare introduced visibility and prompt analytics for the ChatGPT app ecosystem to track discovery and conversion.
- The platform now provides LLM analytics to identify AI-driven (LLM/agent) traffic and measure navigation and conversion from those sources.
- Contentsquare added conversation intelligence, powered by its Loris acquisition, to capture support tickets, calls and in-product chats and enrich them with reviews and social signals.
- Contentsquare integrated experience data access for external AI assistants via the Model Context Protocol (MCP), connecting to Claude, Cursor and Microsoft Copilot.
Connected Companies & Entities
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Related Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
Amplitude Unleashes AI Agents for Smarter Product Analytics
Amplitude announced a suite of agentic AI analytics capabilities including a Global Agent, four specialized agents, and MCP updates that embed behavioral analytics into developer and collaboration tools. The agents continuously analyze product usage, build dashboards, investigate root causes, recommend actions, and can take actions inside Amplitude. Specialized agents cover dashboard monitoring, session replay review, web experimentation, and unstructured feedback processing. Amplitude says integrations with platforms and LLM providers (Anthropic, OpenAI, Cursor, Figma, Lovable, Notion, GitHub, and AWS Kiro) let teams move from insight to action more quickly. Early customers cited include NTT DOCOMO, Mercado Libre and Cursor, which reported faster analysis, automated insights and streamlined experiment workflows.
Fullstory Unveils Three AI-Powered CX Solutions
Fullstory announced three new products — Fullstory Model Context Protocol (MCP), StoryAI Agents, and Workflow Intelligence — to bring behavioral data into AI workflows and automate investigation and process optimization. MCP streams Fullstory behavioral data directly into AI tools (examples named: ChatGPT, Claude, Cursor, Gemini) to eliminate manual exports and enable agentic session review. StoryAI Agents provide autonomous, role-specific analytics and always-on monitoring to find and prioritize user-experience issues. Workflow Intelligence offers cross‑app visibility into internal processes to identify automation opportunities and measure ROI. Fullstory says MCP follows its privacy and security settings and that customers can join the MCP beta program today.
Clinch Launches AI Agents for Smarter Ad Insights
Clinch unveiled a major enhancement to its AI Copilot by launching new AI data agents designed to elevate omnichannel content orchestration, reporting, and analytics. The agents enable advertisers to explore data conversationally, surface actionable insights in real time, and generate visual reports using natural language, reducing the gap between questions and answers. Behind Flight Control’s Copilot, these agents act as intelligent conversational assistants, handling queries such as which creative performs best with Gen Z or which channels drive the most sales in a region, and delivering tailored dashboards on demand. A dedicated KPI analysis and diagnostics agent identifies performance drivers and anomalies across multiple dimensions to support real-time optimization. Clinch CEO Oz Etzioni emphasized direct, intuitive access to data, while Incubeta’s Michael Ossendrijver highlighted seamless integration of insights into infrastructure and creative activation. The article notes inquiries can be directed via Clinch’s contact page.
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