Here's an uncomfortable truth about consumer research: asking people to fill out a 47-question survey in 2026 is the equivalent of handing them a fax machine and expecting something to actually happen. People are busy, distracted, and — if we're being honest — a little resentful of anything that feels like homework.
That's where conversational insights platforms come in. They're designed to help you understand what consumers are doing and why they’re doing it. — in a way that doesn't make participants feel like they're renewing their car registration.
If you are curious about doing this new type of research, here’s what you need to know.
Think of it as the difference between being interviewed by a human and being handed a pop quiz. One is more enticing than the other, right?
A conversational insights platform is software that helps you engage customers through natural, chat-like interactions — the kind that mirror how people actually communicate, rather than the way old-school survey platforms like Qualtrics and SurveyMonkey want them to.
The conversational research category sits inside the broader $160 billion insights industry. And no, it’s not just a rebrand of the same old thing. And it's not only about "conversational AI" platforms.
In reality, research companies in the conversational insights space typically offer:
One thing worth clearing up: conversational research isn't synonymous with AI moderation. AI research tools can absolutely enhance probing and analysis, but the conversational insights as a methodology is broader than that. It's about designing research experiences that are genuinely engaging and mobile-native, while still being grounded in sound research practice.
According to Greenbook, the genesis of conversational insights is tied to the notion of micro-moments. Today, many people participate in surveys in the space between other things — while waiting for coffee, on a commute, while pretending to watch TV… you get the idea. Successful research experiences are made for these micro-moments. So no more long surveys.
According to MRS, surveys today are competing for micro-moment attention with social media platforms like TikTok and Instagram, so boring experiences are also a no go. The best conversational insights platforms are designed to address these challenges head on.
This one might be a hard thing to hear if you’re a researcher, but nobody really wants to take another survey. Nobody – not even researchers! 😉 We need to work hard to capture people’s attention and get them to participate.
Conversational insights platforms address these challenges by delivering a superb and more modern participant experience. It drives both higher engagement and richer responses. A 2025 research-on-research study found that people across all age groups, including Boomers, prefer the conversational approach over traditional online surveys.
Everyone wants a more human experience – imagine that!
Product and marketing teams can't wait weeks to understand if a new feature or campaign is about to flop. Unfortunately, legacy market research platforms make it hard to do classic methodologies (like IHUTs or message testing) and more modern ones (like mobile shopping missions) in a fast, scalable way.
In contrast, conversational research delivers insights in hours. This is partly thanks to SMS and WhatsApp distribution — channels where people actively look at their phones — and partly because when an experience is quick and enjoyable, more people complete it. On Rival's conversational insights platform, for instance, 40% of responses come in within the first hour.
Attitudes and behaviors are moving fast. The old model — run a quant study here, then follow up with a qual study, wait a month, synthesize everything into a report — doesn't really hold up anymore. Conversational research companies let brands capture both types of data in one seamless experience, often in-the-moment, which means the feedback is more contextual and accurate.
Rival is widely considered the pioneer of conversational insights in the research industry. It replaces outdated survey tools with a conversational, mobile-first platform that meets consumers where they are and produces insights that drive action.
What it does well:
Rival's conversational format drives completion rates above 87%. A 2025 research-on-research shows that people share up to 8x more content when responding to a Rival survey compared to a traditional one.
One thing that makes Rival stand out in conversational insights space is the breath of its services. Rival customers often praise the company’s customer success team for its world-class services. Rival offers full-service research consulting through its sister companies, Reach3 Insights and Angus Reid, and gives access to verified participants via Rival Group’s proprietary market research panel. For brands that want both the technology and the research expertise, that's a meaningful differentiator.
Many Rival customers use its platform to build insight communities, although you can also use it as a DIY market research tool to send out robust, large-scale surveys.
Suzy combines a proprietary consumer audience with a platform that integrates quant and qual methods. Its product Suzy Speaks is described by Insight Platforms as a "voice-driven," AI-moderated conversational research solution.
What it does well:
If your primary need is AI-driven probing, inca is purpose-built for exactly that. According to Insight Platforms, a standout feature is AI Coding — which auto-codes open-ended responses in minutes or lets you upload an existing codeframe and have AI code verbatims into it.
Inca's own research-on-research claims the platform delivers 34% more words per response and 2.9x more content in verbatims when using SmartProbe. It also reports that 84% of participants say the experience beats a traditional online survey.
What it does well:
Glaut positions itself specifically for market research agencies — its website describes it as the "only AI-powered software for market research firms." If you're on the agency side, that focus might be worth noting.
Research from the University of Mannheim found that Glaut's AI-moderated interview platform produced 39% longer responses and 51% more unique words compared to static surveys.
What it does well:
Remesh specializes in qualitative research. You can use it for live conversations with participants, video or “flex,” which is essentially a conversational survey.
What it does well:
The "best" platform is not necessarily the one with the longest feature list or the most slides about machine learning. It's the one that maps to how your team actually works. Before committing, ask yourself:
Get those answers right and the platform shortlist basically writes itself.
No, we're not talking about just conversational AI here. AI is one component of conversational research, but the methodology encompasses mobile-first design, micro-moment engagement, integrated quant and qual, and structured reporting. It's a broader approach to understanding how consumers really think and feel.
Nope. Modern platforms support quant, qual, and video feedback in a single study — including crosstabs and significance testing.
Yes — the 2025 research-on-research study mentioned above found that even Boomers prefer conversational formats over traditional surveys. Humans liking human-feeling interactions, who knew.
Fast. Many platforms return insights within hours. On Rival's platform, 40% of responses arrive within the first hour.
Enterprise brands, mid-market companies, and market research agencies. Especially useful for product, marketing, and CX teams that need answers before the news cycle moves on.