Tellagence Launches Contextual Intelligence Platform, Revealing the Drivers Behind Customer Behavior

Portland, Oregon — Tellagence today announced the general availability of Tellagence Discover, its contextual intelligence platform designed to help agencies and brands understand why audience conversations change, not just what is being said. Contextual intelligence analyzes the motivations behind customer language, rather than simply measuring keywords, sentiment, or volume. Tellagence Discover is powered by Tellagence's research-validated AI framework, which transforms fragmented conversations from social platforms, creator communities, comments, forums, and surveys into decision-ready insights.

As generative AI becomes deeply integrated into marketing and research workflows, organizations face the challenge of identifying key signals and their meaning, and the cost of missing important signals is rising. According to research by the IBM Institute for Business Value and Adobe, companies lose an average of $29 million annually due to failing to detect and respond to customer signals in a timely manner. The current challenge is no longer collecting customer signals, but quickly turning them into action. Tellagence Discover was built to bridge this gap.

Unlike traditional social listening and social media analytics platforms that primarily measure keywords, sentiment, and conversation volume, Tellagence Discover interprets what drives changes in customer conversations and what these changes mean for marketing, market research, communications, customer experience, and business strategy.

"Organizations are surrounded by audience conversations that should inform their most important decisions, but too much of that intelligence remains fragmented and difficult to interpret," said Matt Hixson, CEO of Tellagence. "Traditional listening platforms help teams measure what is being said, but often fail to explain what it means. Tellagence Discover provides the deeper understanding organizations need to turn customer conversations into smarter strategic decisions."

At the core of Tellagence's product is its proprietary wSSAS framework, designed to enable more consistent and credible analysis of unstructured customer language. Tellagence's research, published in May 2026, validated this framework, reducing analysis variability from approximately 25% to under 3% across more than 433,000 real customer reviews, while achieving 96% agreement with human analysis.

Early Customer Impact

Based on early customer benchmarks, by automating time-consuming audience analysis, organizations save an average of $9 in internal labor costs for every $1 invested.

"Tellagence has become a transformative strategic tool in our client work," said Willow Hill, co-founder and chief strategy officer at Scout Lab. "It has fundamentally changed how we approach conversation analysis, especially when dealing with nuanced, unstructured, and messy review data that other platforms struggle to handle. Tellagence enables us to quickly segment conversations, distill themes, and extract insights without losing the strategic 'why' behind them. The efficiency gains were immediate, and our team has been able to spend more time on strategy rather than organizing data."

"When we took on FX Airguns, we had a short window to prove we understood the product, customer, and category better than anyone," said Angel Xie, CEO of GreaterThan. "Tellagence uncovered conversations in niche forums and multilingual communities that we would never have found on our own. These insights revealed customer use cases in a market far larger than we anticipated. This discovery immediately earned the client's trust and reshaped our content and social strategy."

From Social Listening to Contextual Intelligence

Traditional social listening explains what customers are discussing, while Tellagence Discover explains why, and what these conversations mean for business decisions.

For example, keyword analysis might identify a surge in negative discussion, but may not determine whether the audience is rejecting a product or expressing frustration over not being able to get more of it. By interpreting the context behind conversations, Tellagence Discover helps organizations distinguish meaningful signals from noise and spot emerging opportunities earlier.

Tellagence Discover enables organizations to:

• Identify emerging narratives, customer motivations, niche communities, and creator ecosystems before they are widely recognized
• Understand why customer conversations change, not just what is being discussed
• Distinguish persistent trends from short-term attention spikes
• Turn customer conversations into intelligence that can be used for marketing, research, communications, and planning decisions

"Discover provides the context teams need to make better strategic decisions—not just faster ones," said Dylan Boyd, vice president of sales and marketing at Tellagence. "The opportunity with AI is no longer just about accelerating workflows, but helping organizations understand customers in ways that were previously impossible."

Availability

Tellagence Discover is available through an interactive dashboard, automated Pulse reports, and an API that seamlessly integrates contextual intelligence into enterprise workflows. Organizations can also work with Tellagence's research experts for study design, analysis, interpretation, and strategic recommendations.

Tellagence Discover supports analysis in 140 languages, enabling organizations to apply contextual intelligence consistently across global markets.

About Tellagence

Founded in 2011 and headquartered in Portland, Oregon, Tellagence is a contextual intelligence company that helps agencies and global brands turn unstructured customer conversations into trusted customer insights to support business decisions. Tellagence Discover, powered by its research-validated AI framework, analyzes conversations in 140 languages across social media, creator communities, online reviews, forums, surveys, and other digital channels, revealing the motivations, narratives, and emerging signals that shape customer behavior.

For more information, visit https://www.tellagence.ai/。