Research Tree delivers intelligence, analysis, and insights from social media, online news, and commentary. We pinpoint brand and organizational perceptions, evolving cultural trends, and reputational standing.
Social & Online Media Research · Analysis · Strategy Consulting
Today's online environment is saturated with AI-generated content, disinformation, and inauthentic voices. The organizations that act with confidence are those who elevate genuine voices above the noise — the real attitudes, motivations, and emerging truths of the people that matter to them.
Online conversation is vast, fast, and increasingly polluted by manufactured content intended to fuel uncertainty and mistrust. We do the patient work of separating what real people actually think from the noise so your decisions are grounded in genuine human voices.
Your brand exists in the experiences of your audiences and stakeholders, beyond your master brand and mission statements. We track how it is actually perceived across social media, news, forums, and blogs, with the cultural fluency to know when a conversation is significant and when it is not.
The strategically damaging narratives that damage organizations rarely announce themselves. We monitor early signals including key opinion leaders, shifting sentiment, evolving motivations, and emerging friction so you can respond with clarity rather than react in panic.
Research without direction is just data. Our research goals are designed to align your awareness with the emerging cultural conversations and aspirations of the voices that matter most to you. Every engagement begins with mutual understanding of what success looks like in the research outcome.
The most honest focus group in the world is already talking online. We surface the unfiltered needs, frustrations, and goals of the audiences that matter for your product or service.
We can work quietly, behind the scenes for advertising, communications, PR, and strategy firms to support their own client projects. Our research and analytics expertise complements your own strengths.
Each engagement is crafted to answer your research questions and deliver strategic foresight. The following examples illustrate the breadth of industries we serve and the tangible value we provide.
A major manufacturer facing growing scrutiny around the environmental and health impact of its products. They needed sustained, global intelligence on how the conversation was being reported by global media sites on their products' attributes.
Over ten months, a daily monitoring program tracked more than 2,200 mentions across 132 countries, identifying six issue clusters — toxicity, human health, the green vehicle transition, regulatory escalation, environmental contamination, and industry innovation. The program's primary value was detecting activist, regulatory, and legislative signals before they became media events. Formal US and EU regulatory and watch-listing information appeared in monitoring data ahead of general coverage. A proposed state tax with national template value was tracked from introduction through stakeholder response. A shareholder governance action was flagged as it moved from shareholder activists to formal proxy process.
The program delivered advance briefs on the intricate regulatory, legislative, governance, and industry developments in their earliest online appearances before their spread across popular mainstream media. In a subject area of significant technical complexity requiring clarity with brevity, the monitoring reports represented a measurable competitive advantage for the client's public affairs team.
An advertising agency representing a major global food and beverage brand needed to understand how GLP-1 therapy was changing patients' relationships with food and beverages - specifically taste perception, shifting preferences, psychological effects, and coping behaviors to inform product and communications strategy.
Rather than relying on broad sentiment analysis, Research Tree took advantage of a precise descriptive taxonomy through line-by-line human reading of patient discussions. This methodology surfaced specific, quantified findings across a full range of physical and psychological changes — from taste perception shifts and food aversions, to a more penetrating awareness of shifting metacognition of desire that automated analysis tools could not capture.
The taxonomy-driven methodology produced findings that anticipated trade and clinical analyses published months later, while surfacing commercially specific insights those analyses never reached. The research gave the agency a detailed understanding of how GLP-1 therapy was reshaping food and beverage preferences at a moment when the category implications were still largely unrecognized.
A major social media platform needed to understand how its users and the broader public were responding to a significant new feature launch built around intimacy, authenticity, and curated sharing. The platform wanted to know whether the launch activation was generating genuine enthusiasm and where friction points might affect longer-term adoption.
Engagement metrics were strong but sentiment told a different story. The launch activation skewed heavily negative, driven by several high-profile moments that seeded broader skepticism. Research Tree identified users' disgust with the inauthentic promotion at the heart of the activation and, more importantly, a structural privacy concern that media commentary had not yet addressed.
The findings gave the client a data-grounded independent narrative analysis weeks before trade press reached similar conclusions. The privacy findings anticipated product recommendations that remained actionable months after the campaign ended.
A major medical device maker needed ongoing intelligence on competitive positioning, emerging reputational risks, and category trends across the surgical device landscape.
Social and online media signals identified five significant themes — competitive vulnerability in surgical robotics, medical device cybersecurity as a brand risk, litigation exposure, educational content as brand equity, and ergonomic inadequacy in instruments designed for women surgeons. The ergonomics finding was particularly notable. Female surgeons were expressing frustration with poorly fitting instruments in online professional communities at a time when the issue had not yet entered formal research or industry discussion.
Four of five themes became confirmed industry developments within twelve months. The ergonomics findings were especially prescient — within a year, a large-scale peer-reviewed survey of surgeons documented that the majority of women experienced ergonomic injuries and poor instrument fit, elevating the issue from social media frustration to a documented research priority. Our cybersecurity findings anticipated regulatory legislation passed by Congress the following year.
A major airline sought a non-branded, broad-based understanding of passenger sentiment around premium features, customer experience, and emerging travel behaviors as the client looked forward to recovery in mid-2022.
We found a public eager to return to air travel but documented frustration with cancellations, breakdowns in airline communication during disruptions, with the absence of explanation compounding their frustration. Research Tree identified key indicators driving positive premium feature experiences tied to a clear willingness among travelers to pay more or use points for upgrades. Our analysis of blended work-leisure travel discussion identified a meaningful divide: "bleisure" was used almost exclusively by media and corporate consultants, while travelers used "workation," carrying direct implications for how the airline could frame and market to this emerging traveler segment.
The findings gave the client ground-level intelligence at a moment when industry metrics signaled recovery but the passenger experience conversation told actionable stories about gaps and opportunities. The workation/bleisure language analysis anticipated industry-wide recognition of the trend by more than a year. The premium feature hierarchy informed product and communications priorities during a period of significant competitive repositioning.
Research Tree is a social media and online news insights development firm serving B2B, B2C, and D2C companies, nonprofits, and their brands.
We provide research, analysis, and strategy recommendations that deliver on your market and communications goals — whether you are agency-side or in-house, proactive or reactive, international, national, or local.
Research Tree's media intelligence has long been an invaluable resource augmenting marketing, sales, communications, public relations, legal, HR, product development teams, and more.
Eric Michelson, the principal of Research Tree, has been a practicing social and online media analyst since 2008 — the outset of online intelligence as a services category.
That depth of experience means we do not just pull data. We bring cultural sensitivity, analytical rigor, and carefully weighed judgment to every engagement — the kind that separates our bold insights from bland and unhelpful work.
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