Top Conversational Survey Platforms for Customer Insights

If you run customer research, you know the feeling. You spend days polishing a questionnaire, send it out, and wait for responses to trickle in. When the open-ends finally arrive, half of them say "fine" or "n/a."

The data says it isn't just you. Today, survey response rates can be anywhere between 5% to 40%, depending on the channel, length of interview (LOI) and other factors. Survey fatigue is a real issue, however, and it's becoming harder to get high-quality feedback faster. 

Conversational surveys offer a practical way through. A study published in the International Journal of Human-Computer studies describe them as questionnaires delivered in a chat-like form. Participants feel like they're talking with someone, not filling out a form. In this 2020 study, participants preferred that experience. It also matched a traditional questionnaire on reliability and delivered higher response quality.

Today's conversational survey platforms go further. You can capture robust quant, open-ended qual and video in one chat. Below, we compare five conversational survey software providers: Rival Technologies, inca, Listen Labs, Conveo and Strella. Descriptions and ratings come from G2 and the Insight Platforms directory, as of November 2026.

What Is a Conversational Survey Platform?

A conversational survey platform is software that delivers surveys as a chat-style exchange, usually on mobile, so answering feels like messaging. Rival Technologies breaks the format into three ingredients:

1. A mobile-first channel such as SMS, WhatsApp or chat apps,
2. Plain human language instead of the clinical and boring language most surveys are known for
3. A chat-style interface.

Within that format, conversational research mixes closed-ended quant, open-ended qual and video, with no app download required.

One common myth about conversational surveys is that they're only for qual or that it's entirely AI-moderated. Many people assume the format gives up structure for open-ended chat. The 2020 study tested it as a quantitative method, and Rival's 2025 research-on-research with 2,006 people found closed-ended results statistically consistent with a traditional survey.

Strong platforms let you capture quant, qual and video feedback in one seamless experience. One study can combine rating scales, grids, open-ended answers and video clips. That means you can use conversational surveys for a wide variety of use cases (from diary studies to more robust message testing surveys), not just qual exploration.

When looking for conversational survey companies, look for those that are mobile-first. Wharton researchers Shiri Melumad and Robert Meyer found that people share deeper and more personal information on smartphones than on computers, partly because a small screen narrows attention and blocks out distractions. The effect showed up in low-stakes questions, such as an embarrassing purchase, so it suits the everyday questions you ask customers.

Top Conversational Survey Platforms for Customer Insights

Rival Technologies

Rival Technologies is a mobile-first conversational research platform built for agile, self-serve research. You build chat-style surveys that participants complete on their phones by SMS, WhatsApp or even email. You can mix quantitative question types such as single choice, multi choice, emoji questions, and grids with open-ends, photo and video. Pair it with Rival Audiences, an on-demand panel, and you can go from brief to fielded study without sourcing sample separately. The Insight Platforms listing places it in the qual-quant hybrid category, with AI support for research design and analysis.

Why you might consider Rival Technologies:

• Participation. Rival is known for delivering the best participant experience in the market. It's no surprise that response rates on this platform are above 60% and completion rates are north of 80%. Its research-on-research found participants of every age group (even boomers and Gen Xers) rated chat surveys more engaging than traditional ones.
• Speed to fielding. Rival Audiences and an easy-to-use market research platform let you launch customer studies fast, with conversational research formats that enhance completion rates, data quality and speed to insights.
• Customer reviews. G2 reviewers rate Rival 4.6 out of 5 across 35 reviews, and one Dell Technologies Services CX reviewer describes the team as a partner more than a vendor.

inca

inca, short for inquisitive natural conversational agent, is the conversational AI from Toronto-based Nexxt Intelligence. The Insight Platforms profile describes it as blending qualitative capabilities with quantitative scale, with participants answering open-ends and AI probes by voice, video or text. You can use it as a DIY survey tool, through custom conversational templates, or have inca's research experts run it. It covers communications, CX, branding, innovation and UX research.

Why you might consider inca:

• Probing depth. Insight Platforms notes that answers to AI probes frequently yield richer insight than answers to the original open-ended question.
• Fits an existing survey stack. The inca SmartProbe API adds AI probing to the survey platform you already use. It won the Market Research Society's Best Technology Innovation award in 2023, per Nexxt.
• Language coverage. The platform works in 90 languages and is available through a web interface or API.

Worth noting: G2 does not appear to carry a review profile for this inca (the G2 listing under that name is an unrelated automotive measurement tool), so lean on Insight Platforms, demos and customer references when you evaluate it.

Listen Labs

Listen Labs is an AI-powered qualitative research platform founded in 2023 and based in San Francisco. Its AI interviewer runs conversations with customers at survey scale. Teams use it for concept and creative testing, brand research, persona development and international studies. G2 lists Google, Microsoft and SKIMS among its customers.

Why you might consider Listen Labs:

• Interview depth at scale. G2's profile positions it as interview depth at the speed of a survey, with insights delivered in hours rather than weeks.
• Qual-led use cases. It suits concept testing, creative testing and persona work where open conversation matters more than structured tracking.
• Category visibility. G2 highlights it in its Conversational AI Survey Platforms grid, with a 4.3 out of 5 rating across 30 reviews.

Worth noting: Listen Labs is built around AI-moderated interviews, so if you want short, structured chat surveys with a panel behind them, it may be a different tool than you expect.

Conveo

Conveo is an Antwerp-based qualitative research platform founded in 2024. Its always-on AI interviewer runs asynchronous, multilingual interviews. Its analysis engine goes beyond transcription to interpret tone and facial expressions. Per its G2 profile, customers include Unilever, General Mills, Instacart and AB InBev. Insight Platforms also includes it in its roundup of chatbots for user and market research.

Why you might consider Conveo:

• Global reach. Interviews run across markets and languages without scheduling or live moderation.
• Automatic synthesis. Auto-summarized dashboards turn interviews into themes, quotes, clips and charts.
• Searchable research memory. An Ask-Anything Repository lets you search past studies.

Worth noting: G2 reviewers cite limited export formats and reporting options, and the profile has only five reviews so far (4.4 out of 5).

Strella

Strella is a New York-based customer research platform that pairs an AI moderator with human moderation, so you can run interviews with AI, with people, or with both. It also generates interview guides and handles recruitment, incentives and scheduling. It serves consumer insights teams, UX researchers and product designers.

Why you might consider Strella:

• Flexible moderation. You choose AI, human or blended moderation for each study.
• Operational support. Guide creation, recruitment and scheduling cut down your setup work.
• Reviewer feedback on efficiency. G2 reviewers praise how it speeds up research and collaboration, with a 4.4 out of 5 rating across 14 reviews.

Worth noting: G2 reviewers ask for more advanced customization and more detailed reporting, and some mention extra steps for integrations.

Choosing the right conversational survey platform

If you're looking for a partner for your research, here are some useful questions to ask: 

What kind of customer research will you run most? If you're only interested in qualitative responses, AI-moderated platform might be sufficient. But if you want to capture both quant inputs and qual and video responses, more robust options like Rival Technologies are better. With these tools, you can run a wide variety of research — from message testing and IHUTs to digital journaling. 

Do you need a panel, or will you bring your own customers? Rival Audiences covers on-demand sample for agile and quick-turn research studies, while other insight platforms differ in whether recruitment is built in. Check what is included before you compare prices.

How global is the research? Companies like Rival Technologies, inca and Conveo emphasize multilingual and global capabilities. Confirm that the languages you need are supported.

How much support do you need? Some players in this space like Rival Technologies are known for their superb customer success and flexible service model. Other conversational survey platforms are pure DIY market research tools that offer help pages and more limited support. 

Do you want to run it yourself or have a partner run it? Most platforms here support DIY use. If you want a strategic research partner, look to top market research companies like Reach3 Insights or Angus Reid, which run agile and community programs on the Rival platform.