Why Modern Research Requires More Than Press Releases and Earnings Calls
Over the last few months, I’ve found myself in a familiar conversation with vendors across multiple technology markets, and it usually starts in a straightforward way. One of our analysts reaches out to learn more about a platform, and we ask for a briefing so we can understand the company’s direction, recent product changes, customer adoption trends, and overall go-to-market strategy. We also try to speak directly with customers so we can understand how the solution performs in real environments rather than just in theory.
The responses we get vary widely. Some vendors are open, collaborative, and willing to engage in meaningful discussion.
Others are far more constrained in their ability or willingness to participate. We hear things like not having time for analyst briefings, or that everything we need is already available on their website, or that we should simply rely on their earnings calls.
A recent exchange brought this into sharper focus. One of our analysts was working on a research initiative in a rapidly evolving category and reached out to several vendors we had not previously engaged with. The goal was simple: understand their solutions well enough to accurately include them in our coverage. One vendor responded that they did not have time to meet, but suggested we review their upcoming quarterly earning call instead.
That response wasn’t offensive in isolation, and it reflects a very real constraint many organizations face today. But it also surfaced a deeper issue that often gets overlooked. The way analysts traditionally gather information is increasingly misaligned with how fast the market is moving.
The Market Is Moving Faster Than the Research Model
If you look back even a couple of decades, software markets evolved at a far more manageable pace. Major platform updates happened every year or two, sometimes longer, and when changes were announced, they tended to be significant enough that analysts and customers had time to fully absorb them before the next wave arrived.
That is no longer the case.
Today, product development cycles are continuous. AI capabilities are being embedded into platforms at breakneck speed. Vendors are launching integrations, adjusting pricing, expanding into new verticals, and repositioning their offerings multiple times within a single year, sometimes monthly. At the same time, the number of vendors in nearly every category has expanded dramatically, which means the volume of signals that analysts are expected to track has turned into a tsunami of information.
What used to be a relatively structured environment has become a barrage of activity from solution providers. For research organizations, this creates a practical constraint that is often underestimated: it is no longer possible to comprehensively track every vendor, every update, and every strategic shift across every category we cover.
Why Public Information Is No Longer Enough
There is a common assumption that analysts can simply rely on publicly available information. In theory, that sounds efficient. In practice, it breaks down quickly.
Earnings calls are useful for financial context, but they rarely provide the operational detail needed to understand how a platform is evolving in real terms and typically lag in timing for real-time updates. Vendor websites are helpful for positioning, but they are inherently curated and often lag behind actual product changes as well. Even AI tools, while increasingly powerful, are dependent on the freshness and quality of the data they were trained or indexed on, which means they can easily reflect outdated or incomplete information.
Vendor provided customer stories present a similar challenge. While they can be insightful, they are typically structured and guided by the vendor’s internal teams. The result is a polished narrative, not necessarily a complete or unfiltered view of customer experience and typically lack the type of information analyst rely on for their particular coverage.
None of this makes these sources irrelevant. It simply means they are fragmented and insufficient on their own if the goal is to produce accurate, current, and independent research.
At 3Sixty Insights, our responsibility is to go beyond surface-level messaging. We need to understand not just what a vendor is saying, but how their platform is actually being used, where customers are succeeding, and how the organization is positioning itself competitively. That level of understanding does not come from static sources. It comes from dialogue.
The Role of Engagement in Accurate Research
Over time, a clear pattern emerges in research quality. The vendors we are able to understand most deeply are almost always the ones we engage with regularly.
This is not about preference or bias. It is about access to context.
When analysts maintain ongoing conversations with executives, strategy and product leaders, go-to-market teams, customer success organizations, and end users, we gain a much more complete picture of how a company operates. We begin to understand not just what the platform does, but why it exists the way it does, how it is evolving, and where it fits in the broader competitive landscape.
That depth matters. It allows us to speak more accurately about differentiation, more confidently about strengths and limitations, and more effectively about real-world customer outcomes.
Without that engagement, analysts are left piecing together fragmented signals from press releases, outdated marketing materials, secondary summaries, and conversations with other organizations, potentially including competitors or customers using a competing solution. Even when those sources are accurate, they rarely provide the full context needed for high-quality research covering a specific vendor.
The Reality of Coverage in a Crowded Market
At a certain point, every research organization has to confront a structural reality: there are simply too many vendors for equal coverage across the board.
That does not mean visibility is reserved only for the largest companies or those with the most resources. In fact, some of the most interesting innovations in the market come from smaller or emerging vendors that are not yet widely known.
But meaningful coverage requires more than awareness. It requires understanding.
If we do not have direct engagement with a vendor, our ability to accurately represent their strategy and value proposition becomes limited by necessity. Over time, that affects how prominently they appear in published research and discussions, not as a matter of preference, but as a function of available information.
This is not a punitive stance. It is an operational constraint. Analysts can only confidently speak about what they truly understand.
A Shift in How We Approach Research Coverage
As a result, 3Sixty Insights is refining how we prioritize engagement moving forward. Our focus is increasingly centered on vendors that actively participate in ongoing human-to-human dialogue with our analyst team and meaningful contribute to a continuous exchange of information.
That includes organizations willing to provide regular human-to-human briefings, share meaningful updates, engage in strategic discussions, and facilitate access to customers when appropriate. These interactions are what allow us to maintain research that is current, accurate, and grounded in real-world context.
The goal is not exclusivity. The goal is accuracy.
When we have visibility into how a vendor is evolving, how customers are adopting their platform, and how they are positioning themselves in the market, we can provide more valuable insight to the buyers who rely on our research to make decisions.
Closing Perspective
There is an important shift happening in how visibility is earned in today’s market.
It is no longer driven solely by marketing activity, published marketing driven content, or periodic financial disclosures.
Those inputs still matter, but they are no longer sufficient to build a complete understanding of a vendor or their role in the market.
Real visibility is increasingly tied to engagement. The companies that participate in ongoing conversations are the ones analysts can understand most deeply, and therefore the ones we can represent most accurately.
That is the reality of research in a market that moves as quickly and as broadly as the one we are all operating in today.